Application catalog
The catalog lists 427 applications that companies are putting into production today and that we build to order. Each entry states what the application does and the kind of model it runs on. Filter by your industry, by the function you run or by technology, and quote the catalog number in your brief.
Every entry is a starting point. A build is scoped to your process, your data and the systems you already run, and consequential actions go to a person for approval. The applications we have delivered are described under Work, and the six solution areas behind this catalog are on the Solutions page.
- No. 001
Tier-1 support agent for chat and email
Answers customer questions from your help center and account data, and hands off to a person when unsure.
- No. 002
Support agent that completes account actions
Processes refunds, order changes and address updates inside your systems, within limits you set.
- No. 003
Live assistant for human support reps
Suggests answers and pulls up the right article while the rep is on the call or chat.
- No. 004
Call summary and wrap-up writer
Writes the call summary and fills in the case record after each call.
- No. 005
Service bot for WhatsApp, SMS and LINE
Handles service requests and simple transactions on the messaging apps customers already use.
- No. 006
Procedure lookup for frontline staff
Lets bankers, reps and clerks ask how to handle a situation and returns the right internal procedure.
- No. 007
Provider, dealer or location finder
Matches a customer to the right in-network provider, dealer or branch through a short conversation.
- No. 008
Ticket triage and routing
Reads each incoming ticket, sets category and priority, and assigns it to the right team.
- No. 009
Help center gap finder
Reviews resolved tickets, finds questions your help articles do not answer, and drafts the missing articles.
- No. 010
Shared inbox sorter
Reads a shared mailbox, labels each message, drafts replies and forwards the ones that need a specialist.
- No. 011
Inbound lead follow-up agent
Contacts each new lead as it arrives, qualifies it and books a meeting.
- No. 012
Account research and meeting prep
Builds a briefing on a customer before a meeting or quarterly review from your CRM, files and public sources.
- No. 013
RFP and questionnaire answer writer
Drafts answers to RFPs and security questionnaires from past responses, with sources and a confidence score.
- No. 014
Prospect website audit tool
Pulls a prospect's site data, compares it with benchmarks and drafts talking points.
- No. 015
Daily priorities dashboard for sellers
Checks email, chat, files and CRM each morning and lists what each seller should act on.
- No. 016
Quote generator
Turns a request into a priced quote using your pricing rules and risk data.
- No. 017
Pitch deck and client brief builder
Assembles a first-draft deck or brief from your data and templates.
- No. 018
CRM copilot
Summarizes deal history, drafts follow-ups and updates records from inside the CRM.
- No. 019
Website demo and qualification agent
Talks with site visitors, shows the product and qualifies them before a human call.
- No. 020
Advisor reply suggestions and call notes
Suggests responses for client advisors and writes up each call.
- No. 021
CRM cleanup and auto-logging
Logs calls and emails to the right account and fixes duplicate or stale records.
- No. 022
AI search visibility tracker
Tracks how AI assistants and answer engines describe your brand and suggests content changes.
- No. 023
Ad creative variations at scale
Produces many on-brand versions of an ad for different audiences and placements.
- No. 024
Message testing with simulated audiences
Tests campaign messages against modeled customer personas before spending on research.
- No. 025
Audience builder
Builds targeting segments from your customer and campaign data.
- No. 026
Market and consumer research assistant
Runs survey analysis and drafts research summaries.
- No. 027
Localized campaign content
Writes location-specific headlines and copy for many markets at once.
- No. 028
Product page and listing generator
Writes product descriptions and listings from structured records and photos.
- No. 029
Campaign email and newsletter assistant
Drafts emails, invitations and newsletters inside your marketing system.
- No. 030
Content personalization engine
Tailors site and campaign content to each visitor segment and automates campaign administration.
- No. 031
Brand-safe image and short video pipeline
Generates marketing images and short videos from your product catalog with brand rules and a review step.
- No. 032
Invoice capture with PO matching and coding
Reads supplier invoices, matches them to purchase orders and receipts, assigns ledger codes and posts to your accounting system.
- No. 033
Expense policy reviewer
Checks every expense against policy and sends only the questionable ones to a reviewer.
- No. 034
Invoice fraud and duplicate detector
Flags suspicious, altered or duplicate invoices before payment.
- No. 035
Bill approval recommender
Summarizes vendor history, contract terms and prior bills and recommends approve or hold.
- No. 036
Vendor portal payment agent
Logs in to vendor payment portals and enters payment details so staff do not have to.
- No. 037
Month-end close assistant
Runs reconciliations, drafts journal entries and tracks the close checklist.
- No. 038
Cash application matcher
Reads remittance emails, lockbox scans and check stubs and matches payments to open invoices.
- No. 039
Collections follow-up agent
Prioritizes overdue accounts, sends reminders and proposes payment plans.
- No. 040
Tax overcharge finder
Reviews tax assessments and invoices to find overcharges.
- No. 041
Financial model and budget builder
Connects your data and produces a first-draft forecast model.
- No. 042
Vendor statement reconciler
Compares supplier statements with your payables ledger and lists missing invoices and credits.
- No. 043
Receipt reader and expense audit
Reads receipt photos, categorizes them and flags duplicates and edited images.
- No. 044
Bank statement extractor
Turns bank statements into clean transaction data with balance checks.
- No. 045
Exemption certificate and W-9 tracker
Reads tax exemption certificates and W-9s, checks completeness and tracks expiry dates.
- No. 046
Utility bill reader
Extracts usage, rates and charges from utility bills for energy tracking and reporting.
- No. 047
HR help desk agent
Answers employee questions and completes requests such as verification letters, leave and transfers.
- No. 048
Policy question bot
Answers questions about company policies with a link to the source.
- No. 049
New hire onboarding agent
Walks new employees through paperwork, accounts and first-week tasks.
- No. 050
Onboarding paperwork processor
Reads I-9 documents, W-4s, direct deposit forms and licenses, and tracks expiry dates.
- No. 051
Recruiter sourcing and shortlist agent
Finds candidates, ranks them against the role and drafts outreach.
- No. 052
High-volume hourly hiring agent
Screens, schedules and onboards hourly applicants at scale.
- No. 053
HR data unifier
Pulls data from many HR systems into one consistent view.
- No. 054
Interview prep assistant
Prepares interviewers with candidate summaries and question guides.
- No. 055
IT service desk agent
Answers employee IT questions and fixes common issues such as password resets and access problems.
- No. 056
Access request reviewer
Checks access requests against role rules and routes low-risk ones for quick approval.
- No. 057
Phishing report triage agent
Reviews reported emails and gives analysts a verdict with evidence.
- No. 058
Threat investigation agent
Gathers evidence on a security alert and writes up the analysis for an analyst.
- No. 059
Detection rule writer
Drafts detection rules from a plain-language description of the threat.
- No. 060
Incident summary console
Summarizes security incidents and suggests next steps for the response team.
- No. 061
Security questionnaire responder
Answers customer security questionnaires from your policies and past answers.
- No. 062
Shadow AI inventory and usage policy kit
Finds which AI tools staff already use, maps the data involved and sets up approved alternatives.
- No. 063
Contract review against your playbook
Flags clauses that differ from your standard positions and suggests edits.
- No. 064
Contract version comparison
Compares two versions of a contract and lists what changed and why it matters.
- No. 065
Adverse media and sanctions screening triage
Reviews screening alerts and clears the obvious false matches with reasons.
- No. 066
Regulatory change monitor
Tracks new rules and maps each one to the internal policies it affects, with citations.
- No. 067
AI inventory and governance workbook
Lists every AI system in use, its owner, data and controls, and keeps the record current.
- No. 068
Automated decision notice and review workflow
Sends the required notice when software helps make a consequential decision and routes appeals to a person.
- No. 069
Personal data finder and redaction tool
Finds personal information in documents and redacts it before release.
- No. 070
Medical authorization review assistant
Summarizes a request against criteria so a reviewer can decide faster.
- No. 071
Spend classification and dashboard
Categorizes purchases and shows where money goes by supplier and category.
- No. 072
RFQ and bid comparison agent
Drafts RFQs, finds suppliers and lines up bids side by side.
- No. 073
Purchase request intake and policy check
Reads purchase requests, checks policy and routes low-risk ones for approval.
- No. 074
Contract terms and renewal alerts
Extracts key terms from supplier contracts and warns before renewals.
- No. 075
Procurement help desk
Answers staff questions about how to buy, who the approved suppliers are and where an order stands.
- No. 076
Supplier discovery
Finds and compares suppliers for a given part or service.
- No. 077
Sales analysis and purchase planning copilot
Reviews sales history and recommends what and when to buy.
- No. 078
Supplier document processor
Reads certificates of conformance, order acknowledgments and packing lists into your ERP.
- No. 079
Vendor onboarding and risk questionnaire agent
Collects vendor documents, checks answers and flags gaps.
- No. 080
Order entry from email, PDF and voicemail
Turns orders that arrive in any format into sales orders in your ERP and sends unclear ones to a person.
- No. 081
Appointment scheduling assistant
Books, changes and confirms appointments by chat across channels.
- No. 082
Administrative form checker
Reviews routine forms such as attendance sheets for errors and missing items.
- No. 083
Guided ordering assistant
Walks a customer through a complex order step by step.
- No. 084
Staff-built app and workflow builder
Gives non-technical staff a safe way to build their own small automations.
- No. 085
Legacy screen automation
Operates older software that has no API by reading the screen and clicking through, with approvals.
- No. 086
Cross-department workflow agent
Carries a process across several departments and systems from start to finish.
- No. 087
Dispatch planning assistant
Assigns jobs to crews based on skills, location and schedule.
- No. 088
Custom internal tool that replaces a subscription
Builds a fitted internal tool, such as a small CRM or tracker, so you can retire a subscription.
- No. 089
Coding agent setup with review gates
Sets up coding agents on your repositories with rules, tests and human review.
- No. 090
Test repair and coverage agent
Finds failing or missing tests and fixes them across a large codebase.
- No. 091
Legacy code modernization
Updates old code and test infrastructure to current frameworks.
- No. 092
Project status report agent
Writes the weekly project update from commits, tickets and chat.
- No. 093
Model gateway and connector layer
Gives every team one managed entry point to several AI models and to internal tools, with usage tracking.
- No. 094
Agent testing and monitoring harness
Records what your agents do, scores their outputs and alerts on regressions.
- No. 095
Automated screen testing
Clicks through your application like a user and reports visual and functional breaks.
- No. 096
Ask-your-data assistant
Lets staff ask questions in plain language and get answers from governed company data.
- No. 097
Spreadsheet analyst assistant
Helps staff clean, analyze and chart spreadsheet data.
- No. 098
Recurring report writer
Produces scheduled management reports with commentary from your data.
- No. 099
Customer insight miner
Reads reviews, tickets and call notes and reports the themes and trends.
- No. 100
Record matching and cleanup
Finds duplicate and conflicting customer, product or vendor records and proposes fixes.
- No. 101
Company search that respects permissions
Answers questions from all your documents and systems, showing each person only what they may see.
- No. 102
Product and engineering documentation assistant
Answers technical questions from manuals, specifications and engineering files.
- No. 103
Meeting notes and action items
Transcribes meetings, writes the summary and tracks follow-ups.
- No. 104
Presentation content finder
Finds and assembles past slides and content for a new deck.
- No. 105
Personal work assistant
Drafts email, prepares documents and manages the calendar for each employee.
- No. 106
Deep research and briefing agent
Researches a question across internal and public sources and writes a cited brief.
- No. 107
Media and stakeholder inquiry responder
Drafts replies to press and stakeholder questions from approved material.
- No. 108
Board and executive briefing pack
Assembles the monthly briefing from reports, metrics and open issues.
- No. 109
Competitor and market monitor
Watches competitors, pricing and news and sends a short weekly digest.
- No. 110
Ambient clinical scribe
Listens to the visit and drafts a structured note for the clinician to review and sign.
- No. 111
Inpatient and nursing documentation capture
Applies the same listen-and-draft approach to rounds and nursing records.
- No. 112
Automated medical coding
Assigns billing codes on routine cases and sends the hard ones to a coder.
- No. 113
Code suggestions while documenting
Suggests diagnosis and visit codes as the clinician writes.
- No. 114
Chart review for missed diagnoses
Reviews every chart for undocumented conditions and query opportunities.
- No. 115
Prior authorization packet builder
Pulls evidence from the chart, fills the payer's form, submits it and tracks status.
- No. 116
Prior authorization during the visit
Works out payer requirements from the conversation and starts the request before the patient leaves.
- No. 117
Denial management and appeal writer
Classifies denials, gathers supporting evidence and drafts the appeal letter.
- No. 118
Scheduling phone agent
Answers calls, books and reschedules appointments, and routes clinical questions to staff.
- No. 119
Digital intake and eligibility check
Captures patient details and insurance card photos and runs eligibility before the visit.
- No. 120
Referral and fax intake
Reads incoming referrals and faxes, creates the order or task and files the document.
- No. 121
Clinical evidence lookup
Gives clinicians cited answers from medical literature and guidelines.
- No. 122
Patient instructions and discharge summary drafts
Drafts after-visit and discharge documents for clinician sign-off.
- No. 123
Pre-visit chart summary
Summarizes history and outside records before the appointment.
- No. 124
Patient outreach and recall calls
Calls or messages patients about reminders, overdue care and follow-ups.
- No. 125
Portal message sorter with draft replies
Sorts patient messages and drafts replies for staff review.
- No. 126
Symptom intake before the visit
Collects structured symptom information through a guided chat.
- No. 127
Insurance payment posting
Reads paper and electronic remittances, matches them to claims and posts by rule.
- No. 128
Outside lab report normalizer
Converts lab PDFs into structured results with units and reference ranges.
- No. 129
Scribe note quality checker
Compares AI-written notes with the recording and flags errors and omissions.
- No. 130
Practice AI policy and data map
Inventories AI tools, maps where patient data flows and sets policy.
- No. 131
Private on-site documentation system
Runs transcription and note drafting on your own hardware so audio stays in the building.
- No. 132
Utilization review assistant
Summarizes submitted records against clinical criteria for a clinician reviewer.
- No. 133
Denial reason drafter with evidence log
Drafts the specific reason for an adverse decision for human sign-off and keeps the evidence trail.
- No. 134
Electronic prior authorization intake
Receives and routes prior authorization requests arriving through standard APIs.
- No. 135
Provider billing and claims fraud flagging
Flags unusual billing patterns and suspicious claims for investigators.
- No. 136
Member outreach prioritization
Predicts which members need care-management outreach.
- No. 137
Appeals and grievances intake
Classifies mailed and faxed appeals and extracts the key facts.
- No. 138
Member services agent
Answers benefit and claim status questions by chat or phone.
- No. 139
Model bias testing and inventory
Tests insurer models for bias and keeps the documentation regulators ask for.
- No. 140
Lab data analysis assistant
Lets scientists query and analyze experimental data in plain language.
- No. 141
Scientific literature and patent monitor
Produces cited summaries of new papers, patents and competitor activity.
- No. 142
Regulatory and quality document drafting
Drafts sections of quality and regulatory documents and checks them for consistency.
- No. 143
Pre-clinical study report writer
Drafts study reports from study data.
- No. 144
Medical information response drafting
Drafts responses to medical inquiries from approved content.
- No. 145
Trial site start-up tracker
Predicts and tracks site activation steps to shorten start-up.
- No. 146
Protocol digitization and patient pre-screening
Structures trial protocols and matches them against patient records.
- No. 147
Trial source document check
Compares handwritten source documents with case report forms.
- No. 148
Private model fine-tuning
Tunes a model on your in-house data inside your own environment.
- No. 149
Imaging worklist and study quality support
Orders the reading worklist and checks studies for positioning and completeness, as workflow support.
- No. 150
Device submission drafting assistant
Drafts and cross-checks regulatory submission content and change plans.
- No. 151
Complaint and post-market report triage
Classifies device complaints and drafts the required reports.
- No. 152
Service technician knowledge assistant
Answers device service questions from manuals and service history.
- No. 153
Submission intake and triage
Reads broker emails, ACORD forms and attachments into the underwriting system and ranks submissions.
- No. 154
Loss run and schedule-of-values extraction
Turns long, inconsistent loss runs and property schedules into clean tables.
- No. 155
Underwriting document summary
Summarizes inspections, financials and submissions for the underwriter.
- No. 156
Underwriting case analysis
Compares a risk with your appetite and guidelines and explains the reasoning.
- No. 157
Claims file summary
Summarizes long claim files and medical records for the adjuster.
- No. 158
Claims letter and status drafting
Drafts customer updates and letters from the claim record.
- No. 159
Claims fraud flagging
Scores claims for fraud indicators using data, documents and images.
- No. 160
Claim packet sorter
Splits mixed claim files into estimates, police reports, photos and bills, and routes each.
- No. 161
Vehicle damage photo estimate
Reads damage photos, flags likely total losses and supports the repair estimate.
- No. 162
Property damage photo assessment
Assesses roof, hail, water and fire damage from photos and drafts a scope of work.
- No. 163
First notice of loss phone intake
Takes the initial loss report by phone and opens the claim.
- No. 164
Straight-through handling of simple claims
Processes simple claims end to end and sends exceptions to adjusters.
- No. 165
Certificate of insurance tracker
Reads certificates, compares limits with contract requirements and chases expirations.
- No. 166
Medical bill review for casualty claims
Reads medical bills and checks codes and fee schedules.
- No. 167
Policy and endorsement comparison
Compares quote, bound policy and prior term and lists coverage differences with page references.
- No. 168
Duplicate and edited claim photo check
Finds reused or edited photos across claims.
- No. 169
Property condition scoring from aerial imagery
Scores roof and property condition from aerial and street images for underwriting.
- No. 170
Insurer AI documentation support
Prepares the model inventory, testing evidence and vendor documentation regulators expect.
- No. 171
Payment and account fraud scoring
Scores transactions for fraud in real time.
- No. 172
Fraud alert triage
Reviews fraud alerts and closes clear false positives with reasons.
- No. 173
AML alert triage and report drafting
Prioritizes monitoring alerts and drafts the suspicious activity narrative.
- No. 174
Credit memo and financial spreading
Extracts figures from borrower statements and tax returns and drafts the credit memo with links to source.
- No. 175
Underwriting and pricing models
Scores risk and supports pricing decisions.
- No. 176
Loan servicing assistant
Answers borrower questions and processes routine servicing requests.
- No. 177
Loan collections outreach agent
Contacts past-due borrowers and sets up payment arrangements by rule.
- No. 178
Customer onboarding and identity document check
Reads IDs, proof of address and company documents and checks them for tampering.
- No. 179
Mortgage file indexing
Splits a loan package into document types, extracts key fields and compares them with the loan system.
- No. 180
Income and asset verification
Calculates income from pay stubs, tax forms and bank statements and flags inconsistencies.
- No. 181
Banker deliverables agent
Builds financial models, pitch materials and memos from filings and data rooms.
- No. 182
Diligence document grid
Answers the same set of questions across thousands of documents and shows the source for each answer.
- No. 183
Dispute and chargeback handling agent
Works disputes through older systems that lack APIs, with approvals.
- No. 184
Bank AI risk documentation
Documents generative AI use cases, controls and testing for internal risk review.
- No. 185
Client document reader for bookkeeping
Reads receipts, bills and statements clients upload and enters them in the ledger.
- No. 186
Tax form intake
Reads W-2s, 1099s and K-1s into tax software.
- No. 187
Cash flow forecast and advisory report
Builds a client forecast and writes the commentary.
- No. 188
Client dashboards with plain-language notes
Flags unusual items and trends in client books.
- No. 189
Tax return review and exception flags
Compares a return with source documents and flags differences.
- No. 190
Audit evidence testing
Samples, tests and documents audit evidence into workpapers.
- No. 191
Client document chaser
Requests missing documents, sends reminders and answers status questions.
- No. 192
Firm invoicing and payment reminders
Generates client invoices and follows up on unpaid ones.
- No. 193
App connector and reconciliation layer
Moves and reconciles data across the firm's many apps.
- No. 194
Client close checklist assistant
Runs reconciliations and the close checklist for client accounting work.
- No. 195
Legal research and drafting assistant
Finds authorities, answers research questions with citations and writes first drafts.
- No. 196
Personal injury demand packages
Builds demand letters from medical records and bills.
- No. 197
Medical chronologies
Organizes treatment history from records into a cited timeline.
- No. 198
Client intake and virtual receptionist
Answers calls, qualifies new matters and books consultations.
- No. 199
Discovery document review
Codes documents for relevance and privilege for attorney review.
- No. 200
Video and body-camera evidence review
Transcribes, indexes and searches hours of footage.
- No. 201
Drafting in the firm's own style
Drafts new documents modeled on the firm's best past work.
- No. 202
Patent drafting support
Drafts claims and responses to office actions.
- No. 203
Docket and deadline intake
Reads court and patent office mail, extracts deadlines and parties, and updates the calendar.
- No. 204
Matter pricing and billing analytics
Supports flat-fee pricing and writes billing narratives from time data.
- No. 205
Firm AI policy and client disclosure workflow
Sets the firm's AI policy, client disclosure language and usage log.
- No. 206
Settlement value preparation
Assembles comparable outcomes and negotiation preparation.
- No. 207
Hearing transcription with draft orders
Transcribes hearings, summarizes them and prepares draft orders for review.
- No. 208
Predictive maintenance
Predicts equipment failures from sensor data and opens the work order early.
- No. 209
Maintenance assistant and work instructions
Answers technicians' questions from manuals and repair history and guides procedures step by step.
- No. 210
Warranty and supplier quality analysis
Finds emerging product issues across warranty claims, field failures and supplier data.
- No. 211
New product build root-cause analysis
Correlates test results and unit images to find the cause of build failures.
- No. 212
Process parameter tuning
Recommends machine settings from historical process data.
- No. 213
Quote response from drawings
Reads customer drawings and specifications and drafts a quote.
- No. 214
Certificate of analysis and mill certificate check
Reads supplier certificates, compares results with specifications and posts pass, fail or review.
- No. 215
Safety data sheet extraction
Pulls hazard, storage and protective equipment requirements from safety data sheets.
- No. 216
Batch record and logbook digitization
Converts handwritten production and maintenance logs into searchable records, with review.
- No. 217
Drawing dimension and bill of materials extraction
Reads dimensions, tolerances and parts lists from mechanical drawings for quoting and inspection plans.
- No. 218
On-site model hosting for the plant
Runs vision and language models on hardware at the line for speed and data control.
- No. 219
Email quoting agent
Reads quote requests and replies with a price from your rates.
- No. 220
Load tender entry from email
Turns emailed tenders and attachments into loads in the TMS.
- No. 221
Carrier capacity capture
Reads carrier emails and builds a live table of available trucks.
- No. 222
Carrier check-call voice agent
Calls and answers carriers for status updates and logs the result.
- No. 223
Carrier sales and rate negotiation agent
Qualifies inbound carriers and negotiates within limits you set.
- No. 224
Dock appointment scheduler
Books dock appointments by email, portal or phone.
- No. 225
Track-and-trace responder
Answers customer shipment status questions automatically.
- No. 226
Carrier payment status agent
Answers carrier questions about payment status.
- No. 227
Bill of lading and delivery receipt capture
Reads shipping documents, including handwritten notes and signatures, into the TMS and billing.
- No. 228
Customs entry preparation
Fills entry fields from the invoice and packing list and proposes tariff codes for the broker to approve.
- No. 229
Carrier rate sheet loader
Converts carrier rate spreadsheets and PDFs into lane and rate tables.
- No. 230
Freight invoice audit
Matches carrier invoices to rate confirmations and accessorial rules.
- No. 231
Dangerous goods paperwork check
Checks shipping papers for required hazardous materials information.
- No. 232
Shipment tracking hub
Combines tracking feeds into one current view of every shipment.
- No. 233
Route and load planning
Plans routes and loads from orders, maps and constraints.
- No. 234
Slotting and labor planning
Recommends storage locations and staffing levels for the warehouse.
- No. 235
Warehouse question-and-answer over WMS data
Lets supervisors ask plain-language questions about inventory and orders.
- No. 236
Distributor quote and pricing assistant
Drafts quotes and recommends prices from your price files and history.
- No. 237
Distributor inventory optimization
Sets reorder points and stock levels by item and location.
- No. 238
Inside sales and counter assistant
Answers product, stock and order questions for staff and customers.
- No. 239
Estimating and takeoff from drawings
Measures quantities from plan sets and builds a cost estimate for the estimator to check.
- No. 240
Bid finder and bid package builder
Finds and qualifies bids and assembles the response package.
- No. 241
Construction contract risk review
Flags risk clauses in subcontracts and owner agreements.
- No. 242
RFI answer drafting
Drafts answers to requests for information from the specifications and drawings.
- No. 243
Submittal check against specifications
Compares submittals with spec sections and drawing schedules and lists conflicts with citations.
- No. 244
Subcontractor paperwork auditor
Checks insurance certificates, safety documents and required filings across project records.
- No. 245
Drawing error check
Finds conflicts and mistakes across drawing sheets.
- No. 246
Drawing index and revision comparison
Reads title blocks, builds the sheet index and highlights changes between revisions.
- No. 247
Schedule optimization
Builds and re-plans the project schedule as conditions change.
- No. 248
Field voice notes and project lookup
Lets field staff dictate notes and ask for project information hands-free.
- No. 249
Scope-of-work package writer
Generates scope documents from drawings and site photos.
- No. 250
Contractor office automation
Handles invoices, change orders and daily logs.
- No. 251
Piping and instrument diagram digitization
Converts plant diagrams into tag lists and connection data for the asset register.
- No. 252
Leasing agent for chat, text and phone
Answers prospects, schedules tours and follows up.
- No. 253
Maintenance request triage
Diagnoses the issue from the resident's description and photos, then routes and schedules it.
- No. 254
Lease abstraction
Extracts rent schedules, options and critical dates from leases with clause references.
- No. 255
Renewal and rent collection messages
Sends renewal offers, reminders and payment plan options.
- No. 256
Commercial proposal and deal entry
Reads broker proposals into the deal system.
- No. 257
After-hours resident call handling
Answers resident calls at night and dispatches emergencies.
- No. 258
Owner and investor report drafting
Writes portfolio report commentary from accounting and property data.
- No. 259
Rent roll and operating statement normalizer
Converts rent rolls and operating statements into a standard format for underwriting.
- No. 260
Title and closing document check
Reviews deeds and closing documents for legal descriptions, liens and missing signatures.
- No. 261
Property listing writer
Writes listings from property records.
- No. 262
Shopping assistant
Answers product questions, recommends items and helps with orders.
- No. 263
Returns handling
Decides and routes returns from the order record and customer photos.
- No. 264
Reorder and supplier comparison for small retailers
Suggests what to reorder and compares supplier quotes.
- No. 265
Order fraud and counterparty checks
Screens orders and new vendors for fraud signals.
- No. 266
Store associate assistant
Gives store staff answers about tasks, stock and schedules.
- No. 267
Delivery validation and returns prediction
Predicts which orders are likely to fail delivery or come back.
- No. 268
Product quality control agent
Checks product data and quality records for problems before items ship.
- No. 269
Photo-based product search
Lets customers or staff photograph an item and find it in the catalog.
- No. 270
Product photo cleanup and attribute tagging
Cleans backgrounds and fills in catalog attributes from product photos.
- No. 271
Voice ordering for drive-thru and phone
Takes orders by voice and sends them to the point of sale.
- No. 272
Labor scheduling from sales forecasts
Forecasts sales by day part and builds the staff schedule.
- No. 273
Peer benchmarking
Compares your costs and sales with similar restaurants.
- No. 274
Offer and loyalty campaign automation
Creates and sends promotions based on guest history.
- No. 275
Menu pricing and mix optimization
Recommends prices and menu changes from sales and cost data.
- No. 276
Operator assistant over point-of-sale data
Answers questions about the business and makes changes such as menu updates and shift edits.
- No. 277
Reservation and guest inquiry phone agent
Answers calls and books tables.
- No. 278
Hotel guest messaging and front desk agent
Answers guest requests and offers upgrades by message.
- No. 279
Camera-guided spot spraying
Detects weeds and sprays only where needed.
- No. 280
Livestock mobility and body condition camera
Scores lameness and body condition from a fixed camera as animals walk past.
- No. 281
Farm records assistant
Answers questions from herd, field and treatment records and helps keep them current.
- No. 282
Herd counting and location by drone or fixed camera
Counts animals and shows where they are on the pasture.
- No. 283
Animal health and behavior watch
Flags lameness, feeding changes, isolation and birthing from video.
- No. 284
Weight estimation from images
Estimates animal weight from camera images.
- No. 285
Crop stand, weed and disease mapping
Maps stand counts, weeds and disease from aerial images.
- No. 286
Produce and product grading
Grades and sorts produce or product on the line.
- No. 287
Fence, water and infrastructure checks by drone
Flies a set route and reports broken fences, empty troughs and other problems.
- No. 288
Predator and intruder alerts
Sends an alert when a predator or unknown vehicle appears on remote property.
- No. 289
Vegetation management
Scores tree-level risk along lines, prescribes trimming and routes crews.
- No. 290
Asset failure prediction and storm staging
Predicts equipment failures and where to stage crews before storms.
- No. 291
Load, renewable output and price forecasting
Forecasts demand, generation and market prices for planning and trading.
- No. 292
Rate case and regulatory filing drafting
Benchmarks rate cases and drafts filing documents.
- No. 293
High-bill alerts and call center assist
Predicts unusually high bills, warns customers and summarizes calls.
- No. 294
Contract validation and work order drafting
Validates procurement contracts and drafts construction work orders.
- No. 295
Power line and pole inspection from drone images
Finds damaged insulators, poles and hardware in inspection imagery.
- No. 296
Solar farm thermal fault detection
Finds failing panels in thermal images.
- No. 297
Pipeline and right-of-way change monitoring
Compares imagery over time to find encroachment and damage.
- No. 298
Structure crack and corrosion mapping
Maps cracks and corrosion on tanks, towers, bridges and facades and tracks them over time.
- No. 299
Call answering and job booking agent
Answers every call, qualifies the job and books it into the schedule, day or night.
- No. 300
Capacity-aware marketing and dispatch
Raises or lowers ad spend to match open crew capacity.
- No. 301
On-site quote builder
Builds good, better and best options at the job from the price book and photos.
- No. 302
Sales coaching from recorded visits
Scores in-home sales conversations and gives coaching feedback.
- No. 303
Technician assistant for your trade
Answers from manuals, codes and job history, and helps diagnose faults.
- No. 304
Roof inspection report from drone images
Measures damage from drone photos and writes the report.
- No. 305
Job photo documentation and before-and-after report
Organizes job photos and writes the customer report.
- No. 306
Lead response agent
Replies to each internet lead as it arrives and books test drives.
- No. 307
Service scheduling and repair order assistant
Books service visits and drafts the repair order.
- No. 308
Vehicle listing writer
Writes vehicle descriptions from the VIN and photos.
- No. 309
Sales and service reporting assistant
Produces dealership reports on request.
- No. 310
Vehicle check-in and check-out damage comparison
Compares photos at pickup and return and highlights new damage.
- No. 311
Lesson and worksheet generator
Drafts lesson plans and worksheets aligned to the teacher's goals.
- No. 312
Materials adapted to student needs
Rewrites materials for different reading levels and needs.
- No. 313
Grading and feedback assistant
Suggests grades and feedback for the teacher to confirm, including on handwritten work.
- No. 314
Student data analysis
Summarizes class and student performance data.
- No. 315
School AI policy and training kit
Sets the school's AI policy and trains staff.
- No. 316
Grant and appeal drafting
Drafts grant applications and fundraising appeals from your past material.
- No. 317
Donor prospect research
Researches and ranks prospective donors.
- No. 318
Personalized donor communication
Tailors thank-you notes and updates to each donor's history.
- No. 319
Nonprofit workflow and policy build-out
Turns ad hoc AI use into documented, repeatable workflows.
- No. 320
Candidate screening
Screens applicants against the role and ranks them for recruiters.
- No. 321
Candidate matching inside the ATS
Matches candidates to open jobs within the recruiting system.
- No. 322
Resume parsing and credential check
Reads resumes into the ATS and checks licenses and certifications.
- No. 323
Recruiter outreach and job description drafting
Drafts job posts and candidate messages.
- No. 324
End-to-end recruiting workflow
Runs sourcing, screening, scheduling and updates as one managed process.
- No. 325
Proposal and deliverable drafting
Drafts proposals and client deliverables from the firm's past work.
- No. 326
AI return-on-investment tracker
Measures time saved and outcomes from the firm's AI tools.
- No. 327
Client-facing AI usage report
Shows clients where and how AI was used on their work.
- No. 328
Time entry and billing narrative assistant
Reconstructs time entries from calendar and documents and writes billing narratives.
- No. 329
Government proposal and requirements matrix builder
Reads a solicitation, builds the requirements matrix and drafts proposal sections from past performance.
- No. 330
Pricing support for bids
Assembles pricing inputs and checks them against the solicitation.
- No. 331
Solicitation monitor and bid decision brief
Watches for new opportunities and writes a short pursue-or-pass brief.
- No. 332
Contractor AI governance setup
Sets up AI policy, inventory and controls for a contractor.
- No. 333
Benefits and permit application intake
Classifies and reads the many supporting documents in an application and checks them against eligibility rules.
- No. 334
Network fault prediction and automation
Predicts network faults and automates routine fixes.
- No. 335
Network configuration agent
Prepares and checks network configuration changes.
- No. 336
Network operations knowledge assistant
Answers engineers' questions from runbooks and past incidents.
- No. 337
Media transcription, tagging and archive search
Transcribes, tags and indexes audio and video so staff can find any clip.
- No. 338
Newsgathering research tools
Monitors sources and documents and surfaces leads for reporters.
- No. 339
Highlight clipping and video-to-data
Finds scenes, people and moments in video and produces clips and structured logs.
- No. 340
Content standards review
Checks content against your standards and rights rules before release.
- No. 341
Document reading accuracy comparison
Tests several reading models on your own hardest documents and reports which performs best before you commit to a build.
- No. 342
Legacy OCR replacement
Moves an older template-based capture system to current models while keeping the downstream integrations.
- No. 343
Mixed packet sorter and splitter
Splits a scanned bundle into separate documents and labels each by type.
- No. 344
Handwritten form and survey digitization
Reads handwritten forms and field sheets, with a person checking low-confidence fields.
- No. 345
Private on-site document pipeline
Runs the whole reading and extraction process on your own server, so documents stay on your premises.
- No. 346
Scanned archive search with page citations
Lets staff ask questions over scanned files and see the exact page region behind each answer.
- No. 347
Review station with source highlighting
Shows each extracted field beside the spot on the page it came from, with a confidence score.
- No. 348
License and permit intake
Reads licenses and permits, checks them and tracks renewals.
- No. 349
Chart and table extraction
Turns charts and tables in reports and filings into usable data.
- No. 350
Scientific paper and patent data mining
Pulls tables, figures and claims from papers and patents into a database.
- No. 351
Custom-tuned reader for hard documents
Fine-tunes a small open model on your own difficult document types.
- No. 352
Email, fax and upload intake hub
Collects documents from inboxes, fax lines, portals and scanner folders into one processing queue.
- No. 353
Inline surface defect inspection
Flags scratches, dents and cracks on a moving line and signals rejects.
- No. 354
Inspection for low-volume parts
Learns what a good part looks like from a few dozen images and flags anything different.
- No. 355
Assembly verification
Confirms every component, fastener and label is present and in the right place.
- No. 356
Work step verification
Watches a workstation and confirms the steps were done in order.
- No. 357
Label, lot code and date code check
Reads printed codes and labels and compares them with the order.
- No. 358
Packaging and fill-level check
Checks seals, caps and fill levels.
- No. 359
Weld and seam quality grading
Grades welds, solder joints or seams from images.
- No. 360
Tool wear monitoring
Tracks tool and die wear from images over time.
- No. 361
Cycle time and line balance analytics
Measures cycle times and bottlenecks from overhead cameras.
- No. 362
Station setup and 5S audit
Compares a workstation with its reference state after changeover.
- No. 363
Synthetic images for rare defects and events
Generates training images for defects, falls or intrusions that rarely occur.
- No. 364
Protective equipment monitoring
Checks hard hats, vests, glasses and gloves by zone and reports gaps.
- No. 365
Forklift and pedestrian near-miss detection
Detects close calls between vehicles and people.
- No. 366
Restricted zone and machine guarding alerts
Alerts when someone enters a restricted area.
- No. 367
Ergonomic risk scoring
Scores lifting and reaching posture and highlights risky tasks.
- No. 368
Fall and person-down detection
Detects slips, falls and a person lying down, and alerts.
- No. 369
Lockout and confined-space procedure check
Confirms safety procedures were followed before work starts.
- No. 370
Spill, blocked exit and housekeeping detection
Spots spills, blocked exits and clutter.
- No. 371
Early smoke and fire detection
Detects smoke or flame on existing cameras and verifies before alerting.
- No. 372
Incident clip finder and weekly safety report
Retrieves incident clips and writes the weekly safety summary.
- No. 373
Self-checkout missed-scan detection
Spots missed scans and item switching and prompts the shopper to correct it.
- No. 374
Cashier lane scan check
Matches what the camera sees with what was rung up at staffed lanes.
- No. 375
Shelf stock and planogram check
Finds empty shelves and misplaced products.
- No. 376
Price tag and promotion audit
Reads shelf tags and checks them against the price file.
- No. 377
Queue and wait-time monitor
Measures lines and alerts when more staff are needed.
- No. 378
Foot traffic and dwell maps
Shows how people move through the space without identifying individuals.
- No. 379
High-value item and fitting room tracking
Tracks high-value items through the store.
- No. 380
Drive-through timing and order check
Times each car and checks the order handed out against the ticket.
- No. 381
Kitchen line monitoring
Checks food safety steps and portioning on the line.
- No. 382
Dock door monitor
Records trailer arrival, dwell and loading times at each door.
- No. 383
Pallet and carton counting
Counts pallets and cartons at receiving.
- No. 384
Package measuring and damage capture
Measures packages and photographs damage at intake.
- No. 385
Load quality and trailer fill check
Verifies how a trailer was loaded, with photo evidence.
- No. 386
Item and tote tracking across cameras
Follows an item or tote from camera to camera for chain of custody.
- No. 387
Pick and pack verification
Confirms the right items went into each order at the packing station.
- No. 388
Yard management by camera
Locates trailers and reads plates and container numbers in the yard.
- No. 389
Gate automation
Reads plates and classifies vehicles at the gate.
- No. 390
Parking and curb-use analytics
Tracks occupancy and turnover.
- No. 391
Dashcam event review and driver coaching
Reviews driving events and writes coaching summaries.
- No. 392
Cycle counting by drone or cart camera
Counts inventory in racking by reading labels from a drone or cart.
- No. 393
Progress tracking from site walks or drone flights
Compares captured images with the plan and reports percent complete by area.
- No. 394
Site safety monitoring
Checks fall protection and exclusion zones on site cameras.
- No. 395
Material delivery and laydown inventory
Counts delivered materials and tracks the laydown yard.
- No. 396
Patient room fall-risk and bed-exit monitoring
Alerts staff when a patient at risk is leaving the bed, using on-device video.
- No. 397
Hand hygiene and procedure step checks
Reports how often required steps are followed.
- No. 398
Surgical tray and instrument counting
Counts instruments on a tray before and after a procedure.
- No. 399
Medical image annotation speed-up
Pre-draws outlines on images so human annotators only correct them.
- No. 400
Plain-language search over camera archives
Finds footage from a description such as "white van at dock 3 last Tuesday".
- No. 401
Daily video summary per site
Writes a short report of what happened on each site's cameras.
- No. 402
Alarm verification
Checks each motion or analytics alarm and dismisses false ones before dispatch.
- No. 403
Person and item tracking with action timeline
Follows a person or item across cameras and lists what they did, for investigations.
- No. 404
Sports and training video analysis
Breaks down drills, form and events from video.
- No. 405
After-hours and overflow phone answering
Answers calls when your staff cannot, takes messages and handles routine requests.
- No. 406
Contact center voice agent
Handles routine inbound calls end to end and transfers the rest with context.
- No. 407
Old phone menu replacement
Replaces "press 1 for" menus with a natural conversation.
- No. 408
Outbound reminder and recall calls
Places reminder, renewal and recall calls using approved scripts.
- No. 409
Instant lead callback
Calls a new lead as soon as a form is submitted and qualifies it.
- No. 410
Phone order taking for parts counters and shops
Takes orders by phone against your catalog.
- No. 411
Call quality scoring on every call
Scores every call against your rubric and flags coaching moments.
- No. 412
Recorded call and meeting audit
Reviews recorded calls and meetings for required statements and problems.
- No. 413
Live interpretation
Translates speech in real time at service counters and for field crews.
- No. 414
Private transcription and search of call archives
Transcribes recordings on your own hardware and makes them searchable.
- No. 415
Hands-free voice data entry
Lets technicians, inspectors and warehouse staff enter data by speaking.
- No. 416
Speech recognition tuned to your vocabulary
Tunes transcription for your jargon, part numbers and accents.
- No. 417
Hold-line and phone-tree agent
Waits on hold and works through phone menus at payers and vendors, then hands you the live call or the answer.
- No. 418
Demand forecasting by item and location
Forecasts sales for each product and store or warehouse, using promotions, weather and other drivers.
- No. 419
Staffing and call-volume forecast
Forecasts workload so schedules match demand.
- No. 420
Facility energy and equipment load forecast
Forecasts energy use and equipment load and flags unusual readings.
- No. 421
Scoring for risk, churn or leads on small datasets
Predicts which customers will leave, which leads will close or which accounts carry risk.
- No. 422
Product recommendation engine
Recommends products or content from purchase and browsing history.
- No. 423
Private company search on your own servers
Runs search and question answering entirely inside your network.
- No. 424
Search tuned to your catalog or case files
Tunes the search model to your part numbers, products or matters.
- No. 425
Low-cost replacement for an expensive model step
Trains a small model to do one high-volume task now handled by a costly model.
- No. 426
Offline assistant for field tablets and kiosks
Runs a capable assistant on the device where there is no connection.
- No. 427
Model cost router
Sends easy requests to low-cost models and hard ones to the strongest models to reduce model spend.
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