AI automation use cases
369 use cases we know how to take from prototype to production, organized by function and industry. Every one runs with human approval gates on consequential steps and full observability, so the work ships and someone can always answer for it.
HR
Employee onboarding · Candidate sourcing · Resume screening and matching · Executive candidate screening · more
Finance
AP inbox triage · Invoice matching · Payment fraud screening and vendor audit · Cash application · more
Sales
Outbound prospecting · Deal nurturing · Phone outreach · Proposal drafting · more
Support
Cross-channel conversational support · Phone support · Email triage · CRM case creation · more
Marketing
Account-based marketing · Answer engine and generative search optimization · Content creation · Content distribution · more
Procurement
Supplier discovery and sourcing · Alternative supplier identification · Supplier onboarding · Supplier qualification scoring · more
Legal
Contract review · Contract and NDA negotiation · Contract clause extraction · Document drafting · more
IT
Incident response and reliability · Cloud cost analysis · IT helpdesk · Patch management
SaaS
Trial-to-paid conversion ops · Onboarding provisioning · Churn-signal detection and save plays · Support deflection with product context · more
Copilots
Sales copilot in the CRM · Support agent-assist copilot · Live call assist for frontline teams · Analyst copilot over the warehouse · more
Inbound & Channels
Shared inbox triage and drafting · WhatsApp and SMS with order context · After-hours and overflow voice · Web chat that qualifies and books · more
Banking
Loan origination · Loan servicing · Anti-money laundering monitoring · ATM operations monitoring · more
Fintech
Merchant onboarding and KYB · Chargeback representment · Transaction monitoring alert triage · PSP and ledger reconciliation · more
Insurance
Accident report summarization · Agent performance analytics · Claims processing · Claims severity prediction · more
Healthcare
Patient intake and registration · Insurance eligibility verification · Prior authorization · Medical coding support · more
Manufacturing
Quote responses from drawings and specs · Catalog and price synchronisation · Production order paperwork and travelers · Non-conformance report triage · more
Logistics & Supply Chain
Shipment exception detection and customer alerts · Delivery ETA updates by email and WhatsApp · Proof-of-delivery collection and reconciliation · Freight invoice audit and dispute drafting · more
E-commerce & Retail
Order exception triage · Where-is-my-order support across channels · Returns and RMA processing · Listing generation from supplier feeds · more
Automotive Retail
Inbound lead response · Test-drive scheduling · Inventory questions from live stock · Trade-in valuation drafts · more
Law Firms
Client intake triage and conflict checks · Engagement letter preparation · Matter opening and file setup · Court and limitation deadline tracking · more
Real Estate
Instant inbound lead response · Lead qualification and CRM entry · Showing scheduling and reminders · Listing copy and syndication · more
Dental Practices
Recall and reactivation outreach · Insurance eligibility and benefits breakdown · Unscheduled treatment plan follow-up · Claims preparation with CDT support checks · more
Restaurants & Hospitality
Reservations across phone, WhatsApp and web · Delivery-platform issue triage · Review responses in the house voice · Supplier ordering from par levels · more
Fitness & Gyms
Membership enquiry response and trial booking · Joining paperwork and payment setup · Class waitlist fill-ins · At-risk member detection and retention outreach · more
EdTech & Education
Admissions inquiry response · Application follow-up · Enrollment document verification · Student support triage · more
Government
Interdepartmental knowledge search · Compliance audit documentation · Legal case documentation · Public sentiment monitoring · more
Venture Capital
Startup scouting · Startup evaluation · Founder interviews · Investment memos and IC briefs · more
We build workflow automation with human approval gates. Regulatory obligations and final compliance decisions remain with you and your advisors.
Do not see your workflow? The list is where we start, not where we stop. Tell us about your business and get a free discovery call plus a written AI readiness report.
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