Before implementing AI, find the bottleneck that actually pays for the work
A technical-commercial diagnosis to prioritize the smallest next production AI increment, with risk, stack, data, operations and ROI explicit before any proposal.
- Technical-commercial diagnosis: process, data, stack, risk and ROI.
- Objective response: move forward, adjust scope or pause for now.
- Production focus: integration, governance and operations — not a pretty demo.
Triage ritual
Objective response within 1 business day
Input
Technical-commercial brief
Analysis
Fernando + discreet automation
Output
Next production increment
When it makes sense
Good fit is not AI curiosity. It is operational pressure with a clear owner.
Operation with a real bottleneck
Cost, risk, SLA, revenue or rework are connected to the problem.
Stack and data can be mapped
There is a system, flow, database or integration that moves the conversation beyond theory.
Decision is near
The lead wants architecture, risk and delivery sequence, not just a tool demo.
How it works
Short, direct diagnosis without theater
The goal is not to sell a ready-made solution. It is to find whether there is a technically viable and commercially defensible next step.
Context and constraint
You share company, role, stack, problem, risk and urgency.
Technical reading
Fernando evaluates fit, likely path, dependencies and production risks.
Next step
You get clear direction: move forward, adjust scope or do not proceed now.
What you get
The response should support a decision, not inflate expectations
Opportunity map
Where AI can create value and which metric should prove impact.
Architecture route
Hypothesis for integration, data, models, observability and operation.
Dominant risk
The point that can break timeline, cost, security, quality or adoption.
Premium filter
When F.A.L is probably not the best path
- Request without a business owner or operational urgency.
- Generic chatbot search without integration, metric or process.
- Project without openness to discuss risk, data and governance.
- Expectation of a fixed promise before technical diagnosis.
Brief
Send the right context to receive a useful response
The better the technical and commercial context, the more objective the triage becomes. The form below organizes the signals needed to prioritize the reply.
Takes 3–5 minutes. Write “to define” if the stack or risk is not clear yet.
I prefer direct contact