Keep your systems, Fix
the work
Captara sits with the team, finds one internal handoff that still runs through Excel, WhatsApp or duplicate entry, and ships the fix on the stack they already use.
Captara Ops, Bucharest, Stefan

STEP 2
Process Architecture & Redesign
Captara builds the agent on the tools and data you already use. You stay in the loop.


STEP 3
Production Deployment
Captara puts the agent on the stack you already run, live. No migration. If you have BAAs with the model labs we use those. We deploy on your cloud.
AUTONOMOUS SYSTEM
Agent System Optimization
After it ships, Captara keeps tightening the agent. Fewer bad calls. More of the same desk covered.
Keep the systems you already run
AI agents don’t just automate tasks - they remove operational bottlenecks that slow organizations down.
.01
Agents take the copy-paste, the chase-ups, and the approvals sitting in someone's inbox.
.02
A path that used to wait on three people can keep moving.
.03
More throughput without hiring a coordinator.
Bucharest. Technical operator. Real desks.
One workflow at a time. No logo wall.
FULLY INTEGRATED
Works with the tools you already have
With Your Systems
Captara works on the tools you already have. We do not make you migrate. If you want to move later, we can help, but that is not the offer.

Work we have actually sat inside
Agent 03
Clinic notes, dictando.ro
Stefan-owned clinic proof on dictando.ro: spoken consult becomes a structured note and letter on the workflow the doctor already runs. Not a hospital suite replacement. Not occupational medicine as a Captara client.
Spoken consult capture
Structured clinical notes
Medical letter assembly
File stays in the clinic
Doctor stays with the patient

Captara
See what an agent would do on one of your desks
Email Stefan the one internal handoff that still runs through Excel, WhatsApp, or duplicate entry. Calendar is optional.
Frequently Asked Questions.
Common questions from teams that want one internal handoff fixed without a migration.
What happens during the discovery call?
Stefan looks at one internal handoff with you. Excel, WhatsApp, duplicate entry. Then we say whether it is worth sitting inside.ould need to interact with, and what a deployment timeline would look like.
How long does it take to deploy an AI agent?
Most desks go from first look to a live agent in 6 to 12 weeks.
What kinds of tasks can AI agents actually perform?
They watch the systems you already run, move the data, ping the next person, and write the internal report that currently takes an afternoon.
Can agents work with our existing tools?
Yes. ERP, CRM, Sheets, ATS, HIS. The ones you already pay for. APIs if they exist. If not, we still sit on the handoff.
How much involvement is required from our internal org?
Your team provides context on the workflow and systems involved (<20 hours across all employees). Captara handles the design and deployment of the agent system while coordinating with the appropriate technical or operational stakeholders.
How do you ensure security and governance?
Agents stay inside the permissions you already have. Every action is logged.
Can agents be fully customized for our workflows?
Yes. The agent follows the rules of that desk, not a generic playbook.
How does pricing work?
Price depends on the desk and the systems. We talk numbers after we have seen the handoff.






















