Unclear scope
Reduce one broad automation idea to a named outcome, accountable owner and bounded system surface.
AI Workflow Reliability Audit
Turn one fragile AI workflow into a testable implementation plan.
A fixed-scope USD 300 reliability audit for one workflow and one system. Delivered in 2 business days after complete inputs.
Public, non-binding inquiry. No checkout or production access.
Before implementation begins
What the audit resolves
Hidden failure modes
Identify data, access, dependency, retry and side-effect risks before they become production incidents.
Untestable completion
Replace “the AI works” with observable evidence and explicit pass, review and fail conditions.
Fixed deliverables
What you get
A decision-ready evidence pack for the first implementation milestone—not an open-ended discovery engagement.
- 01Current-state workflow and source-of-truth map
- 02Failure, data, access and side-effect risk review
- 03Prioritized automation plan
- 04Acceptance criteria for the first implementation milestone
- 05Fixed-scope implementation recommendation
Two business days after complete inputs
How it works
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1
Intake
Share one anonymized sample and expected output, the current workflow, available systems and the most expensive failure to prevent.
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2
Audit
The workflow is mapped, failure paths are reviewed and the smallest useful implementation milestone is defined.
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3
Evidence pack
Receive the map, risk review, acceptance criteria and a fixed-scope recommendation, with one revision included.
A bounded decision product
Scope and boundaries
Included in USD 300
- One workflow and one system
- Supplied documentation and anonymized samples
- Current-state map, risk review and first-milestone acceptance criteria
- One revision
- Maximum 3 all-in delivery hours
Not included
- Production deployment or unrestricted live-data access
- Additional systems, open-ended implementation or ongoing support
- Compliance certification or model-accuracy guarantees
- Third-party model, API, hosting or infrastructure fees
- Work before scope and payment protection are confirmed
Public proof of method
See the method before you inquire
Use the free Acceptance Workbench to create a workflow contract, generate failure-aware tests and validate run evidence locally.
Try the free Workbench
View the sample audit report
No login, upload, tracking script or customer data.
Common questions
Before you submit
Does the Starter audit include implementation?
No. It produces a scoped, testable implementation plan and a recommended first milestone.
Can I share production data in the public inquiry?
No. Keep the public form generic and non-confidential. Access and data handling are agreed separately.
What happens after I submit?
The inquiry is reviewed for scope, buyer fit and payment path. It is not an order, contract, invoice or payment request.
Make the first milestone testable before the build gets expensive.
Public, non-binding inquiry. No work begins until scope and payment protection are confirmed.