UC-01
Financial Due Diligence
Document agents that parse contracts, financial statements, and compliance docs to accelerate diligence and reduce risk.
FinanceInsuranceDocument IntelligenceAI AgentsFinancial Analysts
30+ AI use cases. All shipped to production. Pick yours.
Every card below is a real workflow we've built or can build inside 12 weeks. Filter by industry, by AI engine, or by the team that benefits — then book a Discovery Call to scope it.
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Production use cases
10
AI engines
12
Industries covered
Showing 67 of 67 use cases
UC-02
Invoice Processing
Parse invoices, extract data, and automate workflows — cutting manual entry and accelerating payments.
FinanceManufacturingRetailFMCGDocument IntelligenceAI AgentsAdministrative Operations
UC-03
Technical Document Search
Instant, accurate answers from complex specs, SOPs, and manuals for engineering and R&D teams.
ManufacturingLife SciencesHealthcare TechRAG / Knowledge BaseVector SearchEngineering & R&D
UC-04
Customer Support Agents
Voice-enabled agents that deliver instant answers over FAQs, knowledge bases, policies, tickets, and manuals.
RetailInsuranceFMCGMedia & EntertainmentConversational AIRAG / Knowledge BaseCustomer Support
UC-05
Advanced Semantic & Multimodal Search
Next-gen search across text, images, audio, and video — fast, accurate, and context-aware.
RetailMedia & EntertainmentHealthcare TechHospitalityVector SearchOperationsMarketing
UC-06
Recommendation Systems
Personalized recommendations that go beyond “customers also bought.”
RetailFMCGMedia & EntertainmentHospitalityRecommendationMarketing
UC-07
Retrieval-Augmented Generation (RAG)
Ground LLM answers in your data. Reduce hallucinations. Stay auditable.
All industriesRAG / Knowledge BaseEngineering & R&DOperations
UC-08
Data Analysis & Anomaly Detection
Find patterns and outliers in complex data — in real time.
ManufacturingFMCGInsuranceFinanceAnomaly DetectionOperations
UC-09
AI Agents (Agentic RAG)
Multi-step agents that retrieve, reason, and act — at scale.
All industriesAI AgentsEngineering & R&DOperations
UC-10
Clinical Document Understanding
Parse EHR notes, discharge summaries, and handwritten doctor notes into structured fields.
Healthcare TechDocument IntelligenceAdministrative Operations
UC-11
Patient Triage & Symptom-Checker Chatbots
Triage and symptom-checker chatbots grounded in approved clinical content.
Healthcare TechConversational AICustomer Support
UC-12
Prior Authorization & Claims Automation
Extract fields from PDFs, match payer rules, and draft submission packets automatically.
Healthcare TechDocument IntelligenceAI AgentsAdministrative Operations
UC-13
Medical Literature & Guideline Search
Search PubMed, internal protocols, and SOPs for evidence-based answers.
Healthcare TechRAG / Knowledge BaseVector SearchEngineering & R&D
UC-14
Voice Scribes for Patient Encounters
Transcribe and summarize patient encounters into SOAP notes.
Healthcare TechConversational AIOperations
UC-15
Personalized Patient Outreach
Care reminders, adherence nudges, and post-visit follow-up at scale.
Healthcare TechRecommendationMarketing
UC-16
Provider Matching
Match patients to providers using multi-vector signals — specialty, language, availability, outcomes.
Healthcare TechVector SearchOperations
UC-17
Clinical Trial Document Automation
Parse protocols, deviations, ICFs, CRFs, and SAEs into eTMF-ready data.
Life SciencesDocument IntelligenceAdministrative Operations
UC-18
Regulatory Submission Assistants
Assemble FDA/EMA Module 2 summaries and draft information-request responses.
Life SciencesAI AgentsDocument IntelligenceAdministrative Operations
UC-19
Pharmacovigilance
Triage and code adverse events from narratives and literature into MedDRA / WHO-DD.
Life SciencesDocument IntelligenceML / ForecastingOperations
UC-20
Medical Affairs Q&A Bots
Answer over published evidence, internal lit reviews, and MSL field notes.
Life SciencesRAG / Knowledge BaseEngineering & R&D
UC-21
Lab Notebook & SOP Search
Search across siloed R&D systems for notebooks and procedures.
Life SciencesVector SearchRAG / Knowledge BaseEngineering & R&D
UC-22
Manufacturing Batch-Record Review
Extract critical parameters from batch PDFs and flag deviations.
Life SciencesDocument IntelligenceOperations
UC-23
Competitive Intelligence Agents
Monitor ClinicalTrials.gov, abstracts, and pipeline news for signal.
Life SciencesAI AgentsEngineering & R&D
UC-24
Brand-Voice Generative Studio
On-brand copy, recipes, and social posts from a single brief.
FMCGGenerative AIMarketing
UC-25
Multilingual Creative Localization
Localize creative across 20+ markets without losing nuance.
FMCGGenerative AIMarketing
UC-26
Influencer & UGC Discovery
Find creators and content via vector search across creator media.
FMCGVector SearchMarketing
UC-27
Shopper Review & Sentiment Intelligence
Analyze reviews and social listening across Amazon, Flipkart, and BigBasket.
FMCGML / ForecastingMarketing
UC-28
Concept Testing Copilots
Synthesize survey verbatims into insight briefs.
FMCGGenerative AIMarketing
UC-29
Distributor Secondary Sales Normalization
Parse messy Excel, PDF, and image uploads from 1000+ distributors into clean data.
FMCGDocument IntelligenceOperations
UC-30
Trade Promotion ROI Analysis
Extract contract terms, reconcile with off-take, and predict uplift.
FMCGML / ForecastingDocument IntelligenceFinancial Analysts
UC-31
Retail Execution Computer Vision
Measure shelf-share, planogram compliance, OSA, and competitor packs from photos.
FMCGComputer VisionSales
UC-32
Sales Rep AI Assistant
Daily beat plans and order suggestions from CRM and last-visit notes.
FMCGAI AgentsSales
UC-33
Quick-Commerce Listing Automation
Compliant content for Blinkit, Zepto, and Instamart, generated automatically.
FMCGGenerative AIOperations
UC-34
Demand Forecasting
SKU × store × week forecasts with weather and promo signals.
FMCGML / ForecastingOperations
UC-35
Supplier Document Intake
Turn invoices, CoAs, MSDS, and BoLs into structured ERP records.
FMCGDocument IntelligenceAdministrative Operations
UC-36
In-Line QC Vision
Pack quality, label-misprint, and tamper detection on the production line.
FMCGComputer VisionOperations
UC-37
Logistics Anomaly Detection
Spot transit-time outliers, cold-chain excursions, and route deviations.
FMCGLogisticsAnomaly DetectionOperations
UC-38
Returns & Recalls Triage
Cluster complaint narratives to spot quality issues early.
FMCGML / ForecastingOperations
UC-39
D2C Recipe & Usage-Occasion Chatbots
Drive purchase intent with conversational recipe and usage guidance.
FMCGConversational AIMarketing
UC-40
Personalized D2C Recommendations
Recommend from browse, purchase, and dietary vectors.
FMCGRecommendationMarketing
UC-41
AI Search on D2C Storefronts
Hybrid semantic + filter retrieval on direct-to-consumer storefronts.
FMCGRetailVector SearchMarketing
UC-42
Submission Intake & Underwriting Triage
Parse broker email packets, loss runs, and ACORD forms into risk profiles.
InsuranceDocument IntelligenceAI AgentsOperations
UC-43
Claims FNOL Automation
Extract facts from photos, PDFs, and call transcripts at first notice of loss.
InsuranceDocument IntelligenceOperations
UC-44
Coverage Q&A Bots
Answer over policy wordings, endorsements, and state-specific rules.
InsuranceRAG / Knowledge BaseCustomer Support
UC-45
Subrogation & Fraud Detection
Surface fraud via vector similarity across historical claims.
InsuranceAnomaly DetectionVector SearchFinancial Analysts
UC-46
Audit Copilots
Flag missing documents and non-compliant producer practices.
InsuranceAI AgentsAdministrative Operations
UC-47
Reinsurance Treaty Intake
Extract long-form contract terms into modeling-ready schemas.
InsuranceDocument IntelligenceFinancial Analysts
UC-48
Semantic + Multimodal Product Search
Search by text and image queries across the catalog.
RetailVector SearchMarketing
UC-49
Generative Product Content
Titles, descriptions, and attributes from supplier PDFs and packshots.
RetailGenerative AIMarketing
UC-50
Visual Merchandising Assistants
Auto-generate category pages and lifestyle bundles.
RetailGenerative AIMarketing
UC-51
AI Customer Service
Handle order status, returns, and fit conversationally with safe handoff.
RetailConversational AICustomer Support
UC-52
Catalog Clean-Up & SKU Matching
De-dupe and match SKUs across feeds at 99% accuracy.
RetailML / ForecastingOperations
UC-53
AI Lead Scoring & Funnel Optimization
Score leads and optimize the marketing funnel.
RetailML / ForecastingSales
UC-54
Persona-Driven Character Chatbots
Fan engagement and second-screen experiences with character chat.
Media & EntertainmentConversational AIMarketing
UC-55
Personalized Content Recommendations
Recommend across video, audio, and editorial.
Media & EntertainmentRecommendationMarketing
UC-56
Semantic Search Over Archives
“Find the scene where…” across decades of footage and transcripts.
Media & EntertainmentVector SearchOperations
UC-57
Auto-Generated Highlights & Captions
Highlights, captions, and chapter markers from long-form video.
Media & EntertainmentComputer VisionOperations
UC-58
Content Moderation at Scale
Moderate text, image, and video with policy-grounded explanations.
Media & EntertainmentComputer VisionOperations
UC-59
Rights & Contract Intelligence
Extract terms from talent and distribution agreements.
Media & EntertainmentDocument IntelligenceOperations
UC-60
Ad-Targeting & Yield Optimization
Optimize targeting and yield using multi-vector audience embeddings.
Media & EntertainmentRecommendationMarketing
UC-61
Technical Document Search
Search across spec sheets, manuals, SOPs, and ECOs.
ManufacturingRAG / Knowledge BaseVector SearchEngineering & R&D
UC-62
Predictive Maintenance
Forecast failures from vector embeddings of normal operating patterns.
ManufacturingML / ForecastingAnomaly DetectionOperations
UC-63
Visual Quality Inspection
Defect detection, surface-anomaly classification, and assembly verification.
ManufacturingComputer VisionOperations
UC-64
Sales-to-Production Workflow Automation
Automate the flow from sales spec to production order.
ManufacturingAI AgentsOperations
UC-65
Field Service Copilots
Surface the right SOP, part, or repair video in seconds.
ManufacturingRAG / Knowledge BaseOperations
UC-66
Supplier RFQ & PO Intake Automation
Automate intake of supplier RFQs and purchase orders.
ManufacturingDocument IntelligenceAdministrative Operations
UC-67
Safety Incident NLP Analysis
Analyze near-miss and incident reports for patterns.
ManufacturingML / ForecastingOperations
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