Screen deals faster. Decide with confidence.

Pre-DD in minutes, not days. Consistent scoring for your IC.

Book a Demo See Sample Report

The Problem

  • Drowning in inbound decks
  • No time for thorough pre-DD on all opportunities
  • Inconsistent evaluation across partners
  • Need IC-ready memos, fast

The Solution

  • GemSeeker AI API responds in <200ms
  • Custom weights match your investment thesis
  • REST, GraphQL & MCP protocols supported
  • Background checks + deep research on demand

Customize Scoring to Your Thesis

Adjust weights in real-time. See how different profiles change evaluation.

Fund Profile: AI DevTools Fund

Team
Market
Traction
Moat
Geo Risk
0.74
High Potential
Medium Readiness
Live Preview

Fast, Reliable API

REST, GraphQL & MCP protocols. API responds in <200ms.

Live API Activity
latency <200ms
→ POST /v1/evaluate
{
  "idea_id": "01HX...",
  "depth": "standard"
}
← 202 Accepted (142ms)
{
  "job_id": "eval_abc123",
  "status": "queued"
}
→ GET /v1/evaluate/eval_abc123
{
  "job_id": "eval_abc123"
}
← 200 OK (87ms)
{
  "status": "completed",
  "readiness": 0.71,
  "potential": 0.68
}
→ POST /graphql
{
  query: "{ evaluation(id: $id) {
    readiness potential status
  } }"
}
← 200 OK (93ms)
{
  "data": { "evaluation": { ... } }
}
→ MCP connect://evaluate
mcp.tools.evaluate({
  idea_id: "01HX..."
})
← Stream Response (178ms)
{
  "type": "progress",
  "stage": "analyzing_team"
}

What You Get

Powerful features out of the box, with full control over what matters.

Out of the Box

  • Multi-agent AI evaluation (Team, Market, Traction, Moat, Risk)
  • Dual-axis scoring: Potential + Readiness
  • REST, GraphQL & MCP protocols (responses in <200ms)
  • Background checks on founders
  • Deep research reports

What You Customize

  • Custom scoring weights per your thesis
  • Custom evaluation prompts
  • BYOK (bring your own LLM keys)
  • Train on your historical deals
  • API rate limits and SLA tiers

What You Control

  • Your data stays isolated
  • API keys you manage
  • Usage analytics dashboard
  • Audit logs
  • Cancel anytime

Built by Operators, For Operators

We've shipped fintech, Web3, and gamedev products with two local exits. We know what matters.

We've just launched!

We're gathering feedback from our live clients. Your enterprise could be among our first success stories.

Be an early adopter
Data Isolation
BYOK Support
GDPR Ready
Dedicated Support

Frequently Asked Questions

Everything you need to know about Enterprise API.

All evaluations are isolated per customer. We support BYOK (bring your own keys) so data flows directly to your LLM provider. No cross-contamination between funds.

Yes. You can adjust weights for Team, Market, Traction, Moat, and Geo/Risk to match your investment thesis. Changes take effect immediately.

API responds in <200ms. Complete evaluation reports: 5-60+ minutes depending on configuration (agents, debate stage, research depth). Background checks: 2-5 minutes (cached for repeat founders).

For Enterprise API: 1-2 business days to provision keys, configure weights, and integrate. We provide SDKs and detailed docs.

Still have questions?

Get in touch →

Ready to transform your deal flow?

Let's discuss how Enterprise API can work for your organization.

Book a Demo See Sample Report
No credit card required
Setup in 1-2 weeks
Cancel anytime

Schedule a Demo

Book a 30-minute call with our team to discuss how Enterprise API can work for your organization.

Athanor