Put better tools
behind your team.
We help you choose, build, and run better ways to work.
Month-to-month. Built for the long term.
A customer request arrives
- Account ID
- CB-1042
- Owner
- Service team
Match the account with an exact lookup.
Where AI fits
- Use exact rules for exact decisions. An account ID can route a request to its owner through a lookup. Required-field checks and approval limits belong in explicit rules.
- Use AI for interpretation. An AI step can read an unfamiliar request and suggest its category with source references. A bounded agent may look up context through permitted tools; a single model call may be enough for extraction.
- Check before acting. Validate the suggested output against known accounts, allowed actions, and required evidence. Unresolved requests go to a person. Evaluation helps detect errors; it does not guarantee every answer is correct.
Choose a useful start.
Build from there.
A technology partner for the work your team cannot keep doing by hand.
- 1
Find the friction.
Walk through a real task and its handoffs.
- 2
Agree on the result.
Set the scope, access, and review points.
- 3
Build alongside you.
Handle manual steps while we develop.
- 4
Keep taking care.
Resolve issues and choose improvements together.
A working relationship
The next request
teaches us something.
A request outside the known categories becomes a piece of work for our team.
What we ask of your team
Give context and make the decisions that need your authority. We handle the investigation and implementation.
Review the exception
David and the team work through the unfamiliar request.
Test the change
Compare the update with known examples and past failures.
Release a version
Record the configuration and restore a prior version if needed.
Choose the partner
behind the tools.
Based in Naperville. Working with teams across the US.
How do I choose the best AI consultant for my business?
Ask for a relevant working example, clear ownership after launch, and an explanation of what happens when AI gets something wrong. A useful proposal names the work, acceptance checks, access needs, and continuing support.
Can you help if we do not know what to build?
Yes. Bring the recurring task, backlog, or idea and the materials you have. We investigate the process with your team and agree on a useful first area of work. You do not need to arrive with a technical specification.
Do you build software as well as advise?
We provide hands-on development, connect systems, operate the agreed workflow, and support the people using it. The result may involve custom software, existing tools, AI, manual work, or a combination.
Is this an ongoing or one-time engagement?
Our core service is month-to-month development and support for one agreed area of work. Feedback shapes the next improvements. New departments or major independent systems are scoped together. We are based in Naperville and collaborate remotely with teams across the US.
Bring us the work
you want to change.
David and the team build, operate, and improve the work with you.
From $6,000/month for one agreed area of work.