Question 1

What does Collar AI do?

Accepted Answer

Collar is an enterprise AI consulting and deployment firm. We scope, build, and deploy AI agents around your team's exact workflows — turning your company's knowledge, documents, and processes into autonomous agents that own complete end-to-end operations. 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 unlike generic AI tools, every Collar agent is trained on your company's specific knowledge, processes, and domain expertise.

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

Where does Collar AI run?

Accepted Answer

Collar deploys on your existing cloud infrastructure, your private cloud, or on-premise servers — wherever your data lives. There is no requirement to move data to a third-party vendor. Healthcare and government customers run Collar inside their secure networks to keep sensitive data fully inside the perimeter. 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 consulting engagement is three months: month one to map workflows and deploy the first agent, month two to refine on user feedback and expand the company brain, 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 $20 per month for a single workflow. Advanced is $200 per month for unlimited domain-expert agents and flexible deployment options. Enterprise is a custom contract covering full-service consulting, company brain setup, and dedicated engineering support. Every pilot is covered by the Collar Guarantee.

Frequently asked questions