ICMD: The 2026 AI Fundraising Readiness Checklist (Seed to Series B)

Use this as a pre-raise gate. If you can’t answer an item cleanly in writing, it will surface in diligence.

1) Narrative (one page)
- What is the exact workflow you replace or compress (e.g., “resolve Tier-1 IT tickets” not “AI for IT”)?
- Who is the buyer, who is the daily user, and who can block deployment (security, legal, IT)?
- What is your wedge product and your expansion path (teams, modules, geographies)?

2) Traction and proof (stage-appropriate)
- Seed: 5–10 design partners with defined success metrics and timelines.
- Series A: evidence of repeatability (similar buyers, same use case, predictable onboarding).
- Series B: scaled deployments (multiple departments or large volumes) plus clear expansion mechanics.
- Provide 2–3 ROI case studies with a measurement window (30/60/90 days) and baseline vs after.

3) Unit economics and cost curve
- Track cost per unit of value: cost per resolved ticket / claim / contract / note.
- Break down COGS: inference, retrieval, storage, logging, human review, third-party APIs.
- Show gross margin under realistic load (not a demo environment).
- Provide a cost-reduction roadmap: caching, batching, routing, distillation, smaller models for easy tasks.

4) Reliability and evaluation (this wins 2026 deals)
- Document your evaluation methodology: offline eval set, online monitoring, and regression testing.
- Define “acceptable failure” and escalation: when do you hand off to a human or safe fallback?
- Maintain model/version change logs and a rollback process.

5) Governance, security, and compliance
- Permissions: how do you enforce least-privilege access to tools and data?
- Auditability: can you produce logs for who did what, when, and why?
- Data handling: PII redaction, retention policy, encryption at rest/in transit.
- Multi-tenant vs single-tenant deployment options; VPC/on-prem requirements if applicable.

6) Vendor and platform risk
- List upstream dependencies (model providers, cloud, vector DB, identity).
- Mitigation plan: multi-model routing, provider fallback, and contract terms where possible.
- Explain how your product remains valuable if model quality improves and prices fall.

7) Diligence packet (prepare before you raise)
- Security overview (SOC 2 status or timeline, pen test results if available).
- Architecture diagram and data flow.
- Customer references (at least 3) and a clear renewal/expansion story.
- Metrics dashboard: retention, expansion, churn, CAC payback assumptions, gross margin trend.

Decision rule: If you can show measurable ROI, a credible cost curve, and governance that passes procurement, you are fundraising-ready in 2026.