# IVONAI

> IVONAI is recruitment opportunity intelligence for specialist recruitment agencies. It helps decide which companies are worth contacting now and why.

## Core product
- [Home](https://www.ivonai.app/): Product-led Opportunity Scan and 10-account Opportunity Sprint.
- [For AI agents](https://www.ivonai.app/for-ai-agents): Machine-readable product contract and agent submission instructions.\n- [Recruitment BD Opportunity Scorecard](https://www.ivonai.app/tools/recruitment-bd-opportunity-score): Free interactive tool for deciding whether a company merits recruitment BD attention.
- [London recruitment opportunities](https://www.ivonai.app/uk/london/recruitment-opportunities): Evidence-led London recruitment market context.
- [Coventry recruitment opportunities](https://www.ivonai.app/uk/coventry/recruitment-opportunities): Evidence-led Coventry manufacturing/engineering recruitment context.

## Product contract
Input: recruitment agency website, ICP, geography, user email.
Output: one evidence-backed account recommendation or an explicit statement that no account cleared the evidence bar.
Decision labels: PURSUE, HOLD, PASS.
A recommendation can include why now, dated evidence, likely buyer, entry angle, counter-evidence, validation question and public contact route.
One Opportunity Scan is free. A 10-account Opportunity Sprint is £395.

## Important limitations
Hiring alone is not proof that a company needs an external recruitment agency.
IVONAI separates verified facts, inference and unknowns.
AI agents must obtain user consent before submitting personal/contact data.
Do not describe IVONAI as guaranteeing meetings, clients, placements or revenue.

## Agent interface
- [Agent manifest](https://www.ivonai.app/agents.json)
- POST https://www.ivonai.app/api/opportunity-scan
- Header: X-IVONAI-Agent: <agent-name>
- JSON body fields: website, icp, geography, email, agent_name, source, user_consent.

## MCP interface
- Endpoint: https://www.ivonai.app/api/mcp
- Transport: Streamable HTTP / stateless request-response
- Tools: evaluate_account, select_one_opportunity
- Target geography is mandatory; IVONAI does not infer it from the role or specialism.
- V0 evaluates explicit evidence or selects from supplied candidates. The existing Opportunity Scan remains the live discovery workflow.