Current-state map
The people, tools, information, decisions and handoffs involved in the selected problem.
AI & Systems Audit
Know what to build before paying for the build.
In 10 business days, we examine one valuable problem, determine whether AI, integration or custom software makes sense, and turn the recommendation into a build-ready plan.
Discuss the auditInvestment$3,000 fixed
Time10 business days
ScopeOne valuable problem
OutcomeA build-ready plan
Why it exists
A proposal should not be an expensive guess.
When several systems, decisions or AI responsibilities are involved, a quick estimate can hide the most important risks. The audit creates enough clarity to choose the right solution and price the build responsibly.
- The problem is valuable but crosses several tools, people or decision points.
- You know the outcome you want but cannot responsibly define the technical scope yet.
- AI is being considered and you need to know where it is useful, safe and economical.
- The likely implementation is at least $15,000 and guessing at a proposal would create avoidable risk.
- A business, product or operational owner can participate during the 10-business-day assessment.
What you receive
Analysis that ends in a decision and an implementation path.
Opportunity analysis
Where AI, system changes or simpler improvements could create measurable value.
Recommended approach
What should be built, what should remain human and what does not need to change.
Solution architecture
The proposed components, integrations, data boundaries, controls and failure paths.
Prioritized roadmap
A practical sequence that separates the first valuable release from later expansion.
Build plan
Delivery phases, important risks, dependencies, indicative investment and the next decision.
10-business-day path
Focused enough to move quickly. Detailed enough to build from.
- 01
Define the decision
Agree the specific problem, business result, boundaries and people who need to contribute.
- 02
Inspect the current system
Review the workflow, tools, data, exceptions, constraints and cost of the current situation.
- 03
Evaluate the options
Compare AI approaches, integrations, conventional software and process changes against value, risk and reliability.
- 04
Deliver the build plan
Walk through the recommendation, architecture, priorities and implementation path in a working session.
Not always necessary
If the project is already clear, go straight to the build.
The audit is not a toll gate. After the fit conversation, Stakxl may recommend a direct focused build when the responsibility, inputs, outputs and technical boundaries are already clear enough.
Not a fit
The audit is for implementation clarity, not a generic AI report.
- A small project whose requirements are already clear enough to build directly.
- A compliance, cybersecurity, accounting or legal audit.
- A broad AI strategy exercise with no defined problem or implementation intent.
- A request for free technical specifications to distribute across multiple vendors.
Start with a fit conversation
Bring the problem. We will tell you whether it needs an audit.
A 30-minute call is enough to determine whether the sensible next step is the audit, a direct build or no engagement at all.