Start with the task in front of you.
Clean CSV files, combine exports, convert formats, organize files, or prepare recurring reports. Existing Python scripts, dashboards, and browser tools can be reviewed for repairs and focused improvements.
01 / Services
Technical depth.
Practical application.
Advice, implementation, and ongoing care for small businesses across industries. Each engagement begins with the work you need to improve.
01
Systems consulting
Understand the problem before investing in the solution.
When it helps
A process keeps breaking down. Tools no longer fit the way the team works. A proposed change needs a second look.
How I approach it
Walk through the operation, document constraints, investigate the problem, and compare practical options.
- Workflow and systems review
- Requirements and decision brief
- Prioritized improvement plan
The intended resultA clear basis for deciding what to do next.
02
Data analysis & reporting
Make the information useful.
When it helps
Recurring reports take too much assembly. Records disagree. Important status is buried in exports or spreadsheets.
How I approach it
Reconcile sources, check data quality, and design a repeatable reporting flow with meaningful exception handling.
- Data preparation and validation
- Repeatable reports and exports
- Dashboards and operational displays
The intended resultInformation people can interpret and act on.
03
Custom tools & automation
Build for the gaps in your workflow.
When it helps
An off-the-shelf system misses one important step. A repeated task still depends on copying, pasting, or someone remembering.
How I approach it
Scope a focused browser tool, Python script, or integration. Improve existing tools as well as building new ones, with clear inputs, exceptions, and handover.
- Small Python scripts and repeatable automation
- CSV cleanup, file conversion, and recurring reports
- Script repairs and existing-tool improvements
- Purpose-built browser applications
The intended resultA focused tool, tested against the agreed need.
04
AI integration & workflows
Put AI to work inside a clear process.
When it helps
Documents need to become usable records. Staff repeat the same information-gathering steps. An AI tool needs to work with the systems already in place.
How I approach it
Start with one workflow. Define the approved sources, access, review steps, and acceptance checks. Connect the model to a bounded task, then test representative examples and plan for failure and recovery.
- Document intake and source-backed extraction
- AI-assisted project records and report preparation
- Connections to approved tools and model providers
- Human review, usage visibility, and team handover
The intended resultA useful workflow with clear ownership and review.
See the approach in NEO Project Desk: selected source material becomes cited proposals that a person reviews before applying. Each client integration is scoped and tested for its own setting.
05
Project & vendor coordination
Bring the moving parts into view.
When it helps
Requirements, supplier responses, costs, and decisions are scattered across conversations and files.
How I approach it
Clarify requirements, help source suitable specialists, coordinate OEM/vendor conversations, and keep responsibilities visible.
- Requirements and vendor briefs
- Project plans and decision tracking
- Testing and handover coordination
The intended resultA documented route from requirements to delivery.
Small jobs & practical delivery
A useful fix.
A complete handover.
A single script, a repair to an existing tool, or help getting a finished application running can be a complete engagement.
Beyond the handover
Keep the useful
things working.
Online and onsite tools can be supported through a scoped managed maintenance plan. Covered systems, updates, troubleshooting, and agreed improvements are defined together.
Explore engagements & supportLet’s make it useful
Have a similar challenge?
Start with the problem. We can work out the right next step.