The catalog.
Search 180 agentic AI use cases across 15 industries.
Clinical Intake & Triage Agent
A 24/7 virtual front-desk agent that intakes symptoms, scores urgency, and routes patients to the right care setting.
Prior Authorization Agent
Drafts, submits, and follows up on prior-auth requests across payer portals — without a human in the form.
Ambient Clinical Scribe
Listens to the encounter, produces a structured note, codes the visit, and queues orders for physician sign-off.
Claim Denial Management Agent
Reads denial reasons, generates appeal letters with citations, and resubmits — closing the recovery loop.
Post-Discharge Follow-up Agent
Calls or texts discharged patients on a schedule, screens for warning signs, and books follow-up visits.
Radiology Preliminary Read Agent
Reviews imaging studies, flags critical findings, and drafts a preliminary read for radiologist confirmation.
Clinical Trial Matching Agent
Scans patient charts against open trial criteria and surfaces matches to the care team.
Medication Reconciliation Agent
Compares home meds, hospital meds, and discharge meds — flagging duplications, interactions, and missing prescriptions.
Payer Policy Search Agent
Answers staff questions about coverage with up-to-the-day policy citations.
Specialty Referral Coordinator
Finds the right specialist, books the appointment, and transmits records — all from the PCP's order.
Patient Billing Concierge
Explains medical bills in plain language, negotiates payment plans, and processes payments.
Clinical Research Assistant
Searches literature, summarizes evidence, and drafts answers to specific clinical questions with citations.
Fraud Investigation Agent
Investigates flagged transactions end-to-end and produces a decision-ready case file in seconds.
KYC Onboarding Agent
Runs the full KYC/KYB workflow — document review, sanctions screening, beneficial-ownership mapping, and risk scoring.
Dispute Resolution Agent
Takes a customer chargeback claim, gathers evidence, and decides — without a human handoff.
Compliance Monitoring Agent
Reviews advisor communications, trade activity, and policy adherence — surfacing violations before they escalate.
Commercial Credit Memo Agent
Drafts the full credit memo from financials, market data, and prior memos — ready for the credit committee.
Wealth Portfolio Review Agent
Prepares personalized portfolio reviews for every client — quarterly — at advisor scale.
AML Alert Triage Agent
Investigates AML transaction alerts, gathers the full case, and recommends SAR/no-SAR.
Earnings Call Analyst Agent
Listens to earnings calls live, extracts deltas, and pushes a structured note to the desk in minutes.
Treasury Cash Position Agent
Pulls live balances across banks, forecasts the day's flows, and recommends sweeps and short-term placements.
Regulatory Change Management Agent
Monitors every regulator the firm answers to, maps changes to internal policies, and drafts the remediation plan.
Personal Finance Coach Agent
An in-app agent that understands the customer's full financial picture and proactively coaches them.
Vendor Invoice Processing Agent
Reads invoices, matches them to POs and receipts, codes the GL line, and queues approval — across the AP inbox.
Product Description Authoring Agent
Generates merchandised, brand-consistent product copy from supplier data + product images at catalog scale.
Personal Shopping Concierge
A chat-first concierge that knows the customer, the inventory, and the use case — and closes the basket.
Returns & Exchange Agent
Handles returns end-to-end — diagnoses fit/quality issues, recommends exchanges, and saves the sale where possible.
Inventory Rebalance Agent
Monitors demand signals, predicts stockouts, and rebalances inventory across stores and DCs autonomously.
Promotion Optimization Agent
Designs, tests, and optimizes promotions per category — accounting for halo, cannibalization, and inventory.
Review Insight Agent
Synthesizes thousands of product reviews into structured signals for merchandising, QA, and PDP optimization.
Supplier Quote & Negotiation Agent
Runs sourcing RFQs and price negotiations for long-tail SKUs that buyers don't have time to chase.
Size & Fit Recommendation Agent
Conversationally diagnoses fit using prior purchases, returns, and brand-specific sizing intelligence.
Store Associate Copilot
An in-store copilot the associate can ask about inventory, product knowledge, returns, and loyalty — instantly.
Loyalty Lifecycle Agent
Watches the loyalty base, segments dynamically, and triggers offers and communications at the right moment.
Visual Merchandising Agent
Generates store-set guidance per location using local sales, theme, and planogram constraints.
E-commerce Fraud Decisioning
Reviews flagged orders, gathers cross-signal context, and decides ship/hold without slowing legit customers.
Contract Redline Agent
Reviews incoming contracts against the playbook, suggests redlines, and drafts the counter-markup.
eDiscovery Review Agent
Reviews discovery documents for relevance and privilege at a fraction of contract-attorney cost.
Legal Research Agent
Researches issues with full citation graphs and writes a draft memo with treatments and Shepardized authority.
Lease Abstraction Agent
Extracts structured terms from commercial leases — base rent, escalations, options, recoveries — at portfolio scale.
Regulatory Filings Agent
Drafts the first version of regulatory filings (10-K sections, prospectus updates, S-1 disclosures) from underlying source data.
Matter Status & Briefing Agent
Maintains a live status brief for every matter — synthesizing emails, docs, calendar, and time entries.
New Matter Intake Agent
Conducts client intake conversations, runs conflicts checks, and tees up matter opening for partner review.
Compliance Policy Q&A Agent
Answers employee questions about company policy with citations to the source document and the relevant section.
Deposition Prep Agent
Drafts outlines, pulls exhibits, and predicts opposing themes from the case record.
Patent Prosecution Assistant
Drafts office action responses, claim amendments, and prior-art arguments.
M&A Diligence Agent
Reads the data room and produces the diligence memo with risk flags, ranked by deal impact.
Billing Narrative Agent
Drafts billing narratives that survive client guidelines and reduce write-offs.
Candidate Sourcing Agent
Sources, scores, and personally outreaches to qualified candidates across the open web at recruiter scale.
Voice Phone Screen Agent
Conducts the initial phone screen — qualifications, comp, logistics, and culture-add — and passes the brief to the recruiter.
Employee HR Helpdesk Agent
Answers any HR question — benefits, PTO, policy, payroll — with cited sources, in any language.
Interview Scheduling Agent
Coordinates multi-stakeholder interviews across time zones, calendars, and panel preferences — without back-and-forth.
New-Hire Onboarding Agent
Onboards new hires across IT, HR, payroll, and team — answering questions and tracking completion.
Performance Review Drafter
Drafts performance review narratives from artifacts (PRs, tickets, doc edits, peer notes) for manager review.
Compensation Benchmarking Agent
Pulls live market data, applies the firm's comp philosophy, and recommends offers and merit cycles.
Employee Listening Agent
Continuously synthesizes signals — Slack, surveys, exit interviews — into actionable people insights.
Personalized L&D Pathways
Designs and shepherds individual learning paths based on role, career goals, and skill gaps.
Leave Management Agent
Handles leave requests end-to-end — eligibility, approval workflow, manager coordination, return-to-work plan.
Internal Mobility Agent
Matches employees to internal opportunities they wouldn't have found and drives the conversations.
Workforce Planning Agent
Builds and maintains living workforce plans with scenario modeling for hiring, attrition, and skill mix.
Support Email Triage Agent
Reads incoming support email, identifies intent, gathers context, and either resolves or routes — all before a human opens the queue.
Voice Deflection & IVR Replacement
Replaces the IVR with a real conversation that solves the call without transferring 80% of the time.
Agent Copilot
Real-time copilot in the agent console — surfacing answers, drafting responses, and executing system actions.
Social Support Agent
Monitors social channels, prioritizes real complaints from noise, and responds publicly + privately.
Proactive Issue Outreach Agent
Detects emerging product issues from support signals and proactively reaches affected customers with a fix.
Billing Dispute Resolution Agent
Investigates billing disputes, reviews account history, and resolves within authorized policy.
QA & Coaching Agent
Reviews 100% of support interactions, scores them, and delivers personalized coaching to each rep.
Knowledge Curation Agent
Watches what reps are looking for, what's missing, and what's outdated — drafting new and updated KB content continuously.
CSAT Recovery Agent
Detects bad-CSAT interactions, reaches back out to the customer with a make-good, and closes the loop.
Warranty & Claims Agent
Diagnoses the issue, checks warranty eligibility, and ships the replacement — without a human in the loop.
Multilingual Support Agent
Provides native-quality support in 50+ languages without staffing each one.
B2B Customer Health Agent
Maintains a live, accurate health score per account by reading product usage, support history, and CSM notes.
Code Review Agent
Reviews PRs with codebase-aware context, surfaces real issues, and suggests fixes — without false-positive fatigue.
On-Call Incident Triage Agent
Wakes up first — investigates alerts, correlates signals across systems, and pages humans only when needed.
Test Generation & Coverage Agent
Reads code changes, generates the right unit + integration tests, and maintains the test suite.
Codebase Migration Agent
Performs large-scale codebase migrations (framework upgrades, library swaps, language ports) PR-by-PR.
Doc Writing & Maintenance Agent
Writes and maintains internal + external docs by reading code, commits, and design docs.
Security Vulnerability Triage Agent
Triages SAST, DAST, and SCA findings — separating real risks from noise and drafting fixes.
Bug Reproducer Agent
Reads a bug report, attempts to reproduce, and attaches a working repro + likely root cause to the ticket.
Release Notes & Changelog Agent
Generates customer-quality release notes from PRs, issues, and product context.
Infrastructure Cost Optimization Agent
Reads cloud spend + utilization, identifies the highest-ROI optimizations, and ships the changes.
Data Quality & Pipeline Agent
Monitors pipelines, diagnoses data quality issues, and fixes the most common ones automatically.
Design-to-Code Agent
Takes a design (Figma frame or screenshot), generates a working component in your codebase's conventions, and opens a PR.
API Integration Agent
Reads third-party docs, generates the client + integration code, and ships the working PR.
Outbound Prospecting Agent
Builds the ICP, finds the right people, researches each, and sends personalized outbound that earns replies.
Competitive Intelligence Agent
Watches competitors continuously and produces decision-ready intel briefs for product, sales, and marketing.
Content Engine Agent
Runs a content engine end-to-end — topic research, drafts, SEO, internal linking, publishing, refresh.
Ad Creative & Iteration Agent
Generates ad variants per audience, tests, learns, and reinvests budget into winners — across channels.
Account-Based Orchestration Agent
Coordinates multi-touch ABM plays per account — content, ads, outbound, and field — in concert.
AE Pre-Call Research Copilot
Gives AEs a 60-second briefing before every call — account context, persona, recent news, and meeting prep.
Lifecycle Email Agent
Designs, sends, and adapts lifecycle email per user — replacing campaign batches with continuous relevance.
Event Personalization Agent
Builds personal agendas for each registrant, matches them to people and sessions, and follows up post-event.
Brand & Crisis Monitoring Agent
Watches the brand surface, separates noise from real risk, and triggers playbooks before things escalate.
SEO Technical Agent
Audits the site, finds technical SEO issues, and ships fixes through the dev workflow.
Attribution & Mix Modeling Agent
Maintains a working mix model continuously, attributing revenue to channels and recommending budget shifts.
Deal Desk Agent
Reviews proposed deals, suggests structures, and drafts approval requests with deal desk policy applied.
Adaptive 1:1 Tutor Agent
A patient, expert tutor that adapts to the student's level, learning style, and current confusion in real time.
Lesson Planning Agent
Builds standards-aligned, differentiated lesson plans tailored to each teacher's class and style.
Open-Response Grading Agent
Grades open-response work with calibrated rubrics, written feedback, and teacher override.
IEP Drafting Agent
Drafts IEPs from assessment data, prior plans, and case-manager notes — compliance-clean and individualized.
Student Success Outreach Agent
Detects at-risk students from academic + engagement signals and reaches out with the right support.
Conversational Language Coach
An always-available speaking partner that corrects gently, adapts to fluency, and tracks long-term growth.
Academic Advising Agent
Counsels students on courses, degree requirements, financial aid, and career paths — always available, always patient.
Assessment Builder Agent
Builds psychometrically sound assessments aligned to learning objectives — generating items and analyzing performance.
Admissions Essay Coach
Coaches applicants through their essays with Socratic prompts — not ghostwriting.
Research Assistant for Faculty
Helps faculty with literature review, grant writing, and student paper triage at PhD-RA quality.
Education Compliance Reporting Agent
Generates and submits Title IX, FERPA, and accreditation reports continuously instead of in annual sprints.
Curriculum Design Agent
Designs new courses and programs aligned to skills demand, accreditation, and faculty capacity.
Shipment Exception Agent
Watches shipments, detects exceptions early, and coordinates resolution with carriers and customers.
Freight Quoting & Tendering Agent
Quotes freight in seconds across carriers and tenders shipments automatically per shipper policy.
Load Planning & Optimization Agent
Plans daily loads — assigning shipments to vehicles with constraints, costs, and time windows respected.
Carrier Invoice & Dispute Agent
Reconciles carrier invoices against contracts, opens disputes for overcharges, and pursues to recovery.
Inventory Replenishment Agent
Plans and triggers inventory replenishment by SKU x location, optimizing service vs. working capital.
Customs Broker Agent
Classifies goods, prepares customs entries, and coordinates clearance — across countries and regimes.
Last-Mile Coordinator Agent
Orchestrates last-mile delivery — driver assignment, customer comms, exception handling — end-to-end.
Warehouse Ops Coordinator
Coordinates warehouse work — picks, putaway, replenishment, and labor — adjusting plans to real conditions.
Carrier Sourcing Agent
Sources and qualifies new carriers — vetting safety, insurance, lanes, and capacity at scale.
Supplier PO Collaboration Agent
Manages the supplier PO conversation — confirmations, ship dates, ASN, exceptions — across suppliers.
Demand Sensing Agent
Senses short-term demand shifts from POS, e-commerce, and external signals and updates the supply plan.
Logistics Sustainability Reporting Agent
Tracks emissions per shipment, aggregates for compliance reporting, and surfaces decarbonization opportunities.
Listing Content & Marketing Agent
Generates listing copy, marketing materials, and channel-specific posts from photos and MLS data.
Buyer Concierge Agent
24/7 concierge that qualifies buyers, answers listing questions, and books showings — without dropping leads.
Commercial Lease Abstraction
Abstracts complex commercial leases — terms, options, recoveries, restrictions — for portfolio management.
Property Valuation Agent
Generates valuations with comps, adjustments, and a defensible narrative — for residential or commercial.
Tenant Service Agent
Handles tenant requests — maintenance, billing, lease — end-to-end with property-management system integration.
Investor Diligence Agent
Performs investment diligence on properties and portfolios — financials, market, legal, physical.
Construction Coordination Agent
Coordinates subs and suppliers — schedules, RFIs, change orders — on active projects.
Mortgage Loan Processing Agent
Processes mortgage applications — doc collection, verification, underwriting prep — at originator pace.
Market Intelligence Agent
Tracks market signals (transactions, supply, rents) and produces decision-ready briefings for owners and investors.
Transaction Coordinator Agent
Coordinates the post-contract-to-close workflow — inspections, contingencies, title, lender, closing.
Rent Collection & Arrears Agent
Manages rent collection, payment plans, and arrears resolution at scale — kindly and effectively.
Energy & Utility Optimization Agent
Manages utility data across the portfolio, identifies savings, and executes rebates and demand-response.
First-Notice-of-Loss Claims Agent
Takes the claim, gathers evidence, sets reserves, and routes — turning days of intake into a single conversation.
Commercial Underwriting Submission Agent
Reads submissions, extracts data, runs initial appetite check, and prepares underwriter package.
Policy Explanation Agent
Explains policy coverage to policyholders in plain language — with citations to the specific policy section.
Subrogation Recovery Agent
Identifies subrogation opportunities in closed claims and pursues recovery from at-fault carriers.
Claim Fraud Detection Agent
Investigates suspicious claims with cross-claim, social, and provider signals.
Insurance Agent Copilot
Real-time copilot for insurance agents — quoting, binding, servicing — across products.
Loss Prevention Agent
Engages policyholders proactively with risk advice based on their profile and changing conditions.
Renewals Management Agent
Manages the renewal pipeline — re-rating, outreach, retention conversations — across the book.
State Filing & Compliance Agent
Tracks state filings (rate, form, surplus lines) and produces compliant submissions on schedule.
Medical Bill Review Agent
Reviews medical bills on injury claims for repricing, fraud signals, and treatment appropriateness.
Catastrophe Response Agent
Surges claim capacity during CAT events — triaging, assigning, and communicating with policyholders.
Direct-to-Consumer Quote Funnel Agent
Drives the consumer quote experience conversationally — replacing forms with a natural dialog.
Predictive Maintenance Agent
Watches asset signals, predicts failures, and schedules maintenance with the right parts and crew.
Quality Inspection Agent
Inspects parts visually at line speed, classifies defects, and drives root-cause action.
Supplier Coordination Agent
Manages supplier communications — POs, ASN, quality issues — across hundreds of suppliers.
Production Scheduling Agent
Builds and adapts the production schedule to real conditions — orders, materials, downtime, labor.
Safety Incident & Near-Miss Agent
Captures incidents from voice/photos, drafts investigation report, and tracks corrective actions.
Shop-Floor Operator Copilot
An always-available copilot for operators — answers SOPs, logs events, escalates issues — by voice.
Energy Optimization Agent
Manages plant energy use — sequencing equipment, peak-shaving, and demand response — to cut spend.
Supplier Quality Audit Agent
Reviews supplier quality data, plans audits, and tracks corrective action across the supply base.
Engineering Change Management Agent
Manages engineering change requests — impact analysis, approvals, and downstream propagation.
Field Service Diagnostic Agent
Diagnoses equipment issues remotely, generates work orders, and dispatches the right tech with the right parts.
Spare Parts Inventory Agent
Optimizes spare parts stocking by asset, criticality, and lead time — across plants.
Environmental Compliance Reporting Agent
Tracks emissions, water, and waste; prepares regulatory submissions; drafts disclosures.
Highlight Reel & Clip Agent
Cuts highlight reels and clips from long-form content automatically, branded and channel-ready.
Script Development Agent
Develops scripts and treatments with the writer — research, character work, structure feedback.
Rights Clearance Agent
Identifies rights issues across the catalog, secures clearances, and tracks usage.
Translation & Localization Agent
Localizes content across languages and markets — subtitles, dubs, cultural adaptation.
Content Discovery & Personalization Agent
Recommends and packages content for each user — beyond passive recommendations.
Ad Trafficking & QC Agent
Reviews ad creative for spec, brand safety, and policy; traffics across systems.
Trend Detection Agent
Surfaces emerging trends, formats, and creators across platforms — early enough to act on.
Podcast Production Agent
Handles podcast post — editing, show notes, chapters, social cuts — at episode pace.
Live Events Production Agent
Assists live production — graphics cues, replays, social, captions — in real time.
Content Moderation Agent
Moderates UGC at scale across modalities with policy-aware decisions and rationale.
Creator Workflow Agent
Helps creators plan, produce, post, and engage — at the cadence platforms reward.
Fan Experience & Loyalty Agent
Engages fans personally — answering questions, surfacing content, and driving merch/ticket conversion.
Multi-City Itinerary Planner
Plans complex multi-city itineraries from a casual conversation — flights, hotels, ground, activities.
Travel Disruption Recovery Agent
When trips break (cancellation, weather, missed connection), the agent rebooks and coordinates without waiting on a hold.
In-Stay Hotel Concierge
A 24/7 concierge guests use by chat or voice — requests, local recs, dining, transport.
Travel Loyalty Engagement Agent
Engages members personally — surfacing redemption opportunities, status moves, and trips matched to their profile.
Corporate Travel Policy Agent
Books within corporate policy, answers expense questions, and reconciles trips back into the books.
Destination Experience Agent
Curates and books destination experiences based on guest interests, time, and weather.
Airline IROPS Coordinator
Coordinates IROPS — passenger rebooking, crew, equipment, comms — across the operation.
Group Travel Coordinator
Plans and coordinates group travel (corporate, weddings, sports, tours) end-to-end.
OTA Merchandising Agent
Optimizes search, sort, and creative across the OTA for each user and market in real time.
Hotel Revenue Management Agent
Optimizes rates, restrictions, and overbooking across channels and segments in real time.
Travel Customer Service Agent
Handles travel customer service — changes, refunds, complaints — across providers.
Visa & Travel Document Agent
Helps travelers navigate visa and document requirements — across destinations and changing rules.