AI-Readiness Sprint: Fit Review

Submit one blocked or high-risk AI workflow that needs to be turned into verification-ready product logic.

This form is used to confirm whether the workflow is a fit for the 5-day AI-Readiness Sprint.

You do not need to share Figma, Jira, Linear, or internal specs at this stage. Full materials can be shared after fit is confirmed.

SECTION 1: CONTACT INFO

Lead Point of Contact

Professional Email

3. Role / Title

Organization Name

Product/Company URL

SECTION 2: TARGET FLOW

Target Flow / Blocked Feature

What one feature, workflow, or bottleneck should this sprint focus on?

What is currently breaking down?

Describe the main issue with the flow right now.

8. Where is the workflow right now?

SECTION 3: SPRINT FIT

9. Primary Blocker

The flow is blocked because key behavior is still undefined

Engineering is already building, but core logic is still being clarified

Current specs are unsafe to hand to AI coding tools

Edge cases, failure handling, or rollback behavior are unresolved

The workflow has shipped or reopened because behavior was not defined

Users need correction, recovery, or escalation paths that are not specified

Other

10. What behavior needs to be resolved?

Undefined states

Failure paths

Retry behavior

Rollback behavior

Escalation rules

Human handoff rules

Permission / approval rules

AI uncertainty handling

User correction path

Reviewer acceptance checks

Backend / API behavior

Data validation rules

Other

11. What happens if this remains unresolved?

Engineering remains blocked

PR review keeps expanding

AI-generated implementation may invent missing logic

The feature may ship with unsafe behavior

Users may hit unclear failure or recovery paths

QA churn increases

Release timeline slips

Support / escalation burden increases

Compliance or approval risk increases

Not sure yet

SECTION 4: MATERIAL READINESS

12. Do materials already exist for this workflow?

Yes — design / prototype exists

Yes — tickets / specs exist

Yes — both design and specs exist

Yes — engineering questions / blockers already exist

Partially — some artifacts exist, but they are incomplete

No — the workflow is mostly in discussion right now

13. Optional Asset Link

Optional: add a public, redacted, or view-only artifact link.

Do not share confidential material unless you are authorized to do so. Full Sprint materials can be shared after fit is confirmed.

Known System Constraints (optional)

List any constraints this workflow must respect.

SECTION 5: TIMING AND BUYING READINESS

15. When do you need this workflow unblocked?

16. Does the fixed-scope Sprint fit your current need?

The AI-Readiness Sprint focuses on one blocked or high-risk workflow, runs for 5 business days, and costs $4,800 fixed fee. If I miss an in-scope behavioral constraint during implementation, I fix it at no extra cost.

17. Preferred Next Step

SECTION 6: CONFIRMATION

Scope Confirmation

I understand this form is a fit review for one blocked or high-risk workflow. Full product artifacts, specs, tickets, and technical constraints can be shared after Sprint fit is confirmed.