Use cases

Where agents do real work.

The industries with the most to gain from AI agents share the same traits: high document volume, repetitive decisions, and work that stalls waiting for a person. Here is what agents take over in each of them.

Finance & Accounting

Finance runs on documents, matching, and approvals — high-volume, rule-driven work where accuracy is everything and hours disappear every month.

See the finance deep-dive →
  • Invoice, receipt, and contract processing — data extracted, matched, and filed automatically
  • Reconciliation across accounting systems, bank feeds, and internal records, with mismatches flagged
  • Approvals routing with the right context attached, so nothing stalls in inboxes
  • Exception review — duplicates, missing documents, unusual amounts — surfaced for a person with a full brief

Sales & Marketing

Growth teams lose the most time to research, data upkeep, and content churn — the exact work agents absorb without dropping a lead.

  • Lead research and qualification — every inbound enriched, scored, and briefed before your rep sees it
  • CRM hygiene on autopilot — records updated, duplicates merged, missing details filled from email and calls
  • Content repurposing — one source brief becomes posts, email drafts, and campaign variants in your voice
  • Outbound preparation — personalized drafts per prospect, queued for your team's one-click sign-off

Customer Support & Success

Support volume is repetitive by nature. Agents resolve the routine and hand over the sensitive with full context, so people handle people.

  • Ticket triage — intent, urgency, and account detected, then routed to the right queue
  • Drafted replies from your knowledge base and past resolutions, ready for agent review
  • Self-service answers grounded in your actual docs — no hallucinated policies
  • Escalation briefs — when a ticket needs a human, it arrives with history, sentiment, and suggested next step

Operations & Logistics

Operations is a stream of orders, documents, and exceptions. Agents watch the stream constantly and act on the rules you define.

  • Order and purchase-order processing — data captured, validated, and entered into your systems
  • Shipment and status monitoring — delays detected and customers or partners notified proactively
  • Supplier and partner communications — confirmations, chase-ups, and updates drafted and sent on schedule
  • Exception handling — shortages, mismatches, and late deliveries routed to owners with everything attached

Healthcare Administration

Care teams are buried in paperwork, not medicine. Agents take over the administrative layer while compliance stays firmly in your control.

  • Patient intake and registration — forms completed, verified, and filed before the appointment
  • Referral and authorization tracking — requests chased and statuses updated across systems
  • Appointment coordination — reminders, rescheduling, and no-show recovery handled end to end
  • Documentation prep — clinical notes summarized and coded for review, never signed off by the agent
Getting started

One workflow, proven first.

We never start with a platform or a fleet. We pick the single workflow with the clearest measurable outcome, put an agent on it, and expand only as the numbers earn it — in any industry above.

Find your first agent

Put agents to work on your industry.

Book a focused call to pinpoint the workflow with the clearest return, define the outcome, and chart the route to your first production agent.

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