Question 1

What does Collar AI do?

Accepted Answer

Collar deploys domain-expert AI agents that own your enterprise workflows end-to-end. Each agent is tailored to your team's exact domain — finance deals, clinical documentation, government procurement, ops automation — so it acts like your best operator, at scale. Used by government ministries, healthcare clusters, asset managers, and growing enterprises.

Question 2

What is a domain-expert agent?

Accepted Answer

A domain-expert agent is an AI agent built around your team's specific workflow and expertise, not a generic chat tool. It owns a complete multi-step process — for example, the entire deal workflow in finance from dataroom to IC deck — making decisions, calling tools, and producing the outputs your team actually ships.

Question 3

Which enterprise workflows can a Collar agent own end-to-end?

Accepted Answer

Any multi-step process today owned by a domain expert: investment due diligence and IC prep, intelligence analysis, procurement and logistics, prior authorisation, discharge documentation, audit prep, and ops automation across MS Office, ERPs, and existing CRMs. If a domain expert can describe the workflow, a Collar agent can own it.

Question 4

How is Collar AI different from ChatGPT, Copilot, or off-the-shelf AI?

Accepted Answer

Off-the-shelf tools answer one prompt at a time. Collar agents own entire workflows end-to-end — making decisions, calling tools, and producing final deliverables. Non-technical staff build them in natural language without prompt engineering. And because Collar runs inside your infrastructure with no outbound traffic, regulated data (defence, PHI, deal-room files) stays compliant.

Question 5

Do I need engineers to set up Collar AI?

Accepted Answer

No. Non-technical owners and operations leads build their own domain-expert agents directly from natural language. Collar plugs into MS Office, ERPs, file shares, and existing CRMs without custom integrations. Teams using Collar typically avoid hiring new engineers entirely, saving an estimated USD 300K+ per year.

Question 6

Can Collar AI run fully offline or on-premise?

Accepted Answer

Yes. Collar is air-gap compatible and deploys on a single laptop, on-premise servers, or your private cloud. There is no requirement for an internet connection at inference time, which is why defence and healthcare customers run Collar inside their secure networks. By default Collar runs local models on your hardware — no vendor API in the loop, no telemetry, no training on customer data.

Question 7

How long does it take to deploy Collar AI?

Accepted Answer

Most pilots have the first domain-expert agent in production within month one. The standard pilot is three months: month one to set up data architecture and ship the first agent, month two to refine on user feedback, month three to scale to additional workflows. The Collar Guarantee refunds the pilot in full if you don't see value within the first month.

Question 8

How much does Collar AI cost?

Accepted Answer

Starter is $200 per month for a single workflow on public cloud. Advanced is $1,000 per month for unlimited domain-expert agents and on-premise or air-gapped deployment. Enterprise is a custom contract with a dedicated forward-deployed engineer and 99% accuracy SLA. Every pilot is covered by the Collar Guarantee.

Domain-expert AI agentsthat run your enterprise workflows.

One platform for domain-expert agents that own your enterprise workflows.

Four industries. One platform for domain-expert agents.

Defence and public agencies

Private and public healthcare

Asset managers

Growing small and medium businesses

Try a 3-month custom pilot.

Built like infrastructure. Not software.

Frequently asked questions

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