Unreliable document search
Internal knowledge is difficult to find, verify or cite consistently.
Focused AI consulting
Practical AI systems for real business workflows.
I help small and mid-sized teams decide whether a focused AI solution can improve an internal knowledge, document or operational workflow—and define a responsible next step.
01
Initial offer
Fixed-scope engagement
AI Workflow Diagnostic
A decision-oriented review of one workflow, delivered in seven days.
Initial pilots from S/ 290
The fee can be credited toward a later implementation when there is a clear fit.
- 60-minute discovery call
- Review of one process
- Up to five representative documents or examples
- Feasibility assessment and technical recommendation
- Risks, required data and a concrete next step
- Short 3–5 page document
- 30-minute readout
Limited availability. Engagements are scoped around my full-time engineering and research commitments. Consulting is provided independently in a personal capacity and is not connected to my employer.
02
Problems I help clarify
Manual document work
Extraction, summarization and reporting consume time and create inconsistency.
Hard-to-evaluate prototypes
A demo exists, but the team lacks a practical quality and risk framework.
Unclear investment decisions
The team needs evidence and scope before committing to development.
03
Process
- 01
20-minute fit call
Confirm whether a diagnostic is useful.
- 02
Paid diagnostic
Review examples, constraints, feasibility and risk.
- 03
Implementation proposal
Only when the evidence supports a focused next step.
- 04
Delivery or limited support
Fixed scope, explicit handoff and agreed support window.
Start with one
specific workflow.
Share the process, current friction and representative examples. I will tell you whether a fit call makes sense.