AI Tools & Agents for Business
Start with one task worth building for.
An AI agent or custom tool is useful when it has a clear job, a way to check the result, and limits on what it may do. AI Problem Desk starts with that task and an agreed first milestone rather than an open-ended promise of autonomous work.
Submit this kind of problemFree to submit · Clarify by email · Agree on scope before work
Where this can help
Illustrative project ideas. The deliverable depends on your inputs and an agreed scope.
Document assistants
Explore a source-linked question-answering tool against approved sample documents and known-answer cases.
Internal tools
Scope a focused interface, transformation script, or prototype that reduces a repeated task.
Agent evaluations
Compare outputs on representative cases, document failure modes, and define human approval steps.
EXAMPLE SCOPE · NOT A CUSTOMER RESULT
What a reviewable result looks like
- Input
- Fictional sample documents and a known-answer test set
- Possible deliverable
- A scoped prototype or improvement, evaluation results, and handoff notes
- Success check
- Agreed cases pass; failures, permissions, approval steps, and estimated running costs are documented.
What to send
- A sample input, the correct output, and the task the tool should handle.
- Your current stack, integrations, known failure cases, and access constraints.
- The expected usage, acceptable running costs, review owner, and handoff needs.
A rough description is enough to start. Files and budget are optional. Upload up to 5 files / 6 MB combined, or paste links to larger files and folders. Start with redacted, non-sensitive material.
Start small. Make the scope clear.
For larger-budget work, a first milestone can establish feasibility before a wider build. We agree on what the prototype includes, how it is tested, which systems it may reach, what requires human approval, and the responsibilities for deployment and maintenance. The ticket itself authorizes no system access or execution.
How the asynchronous desk works
Submit a ticket online. A person reviews it and follows up by email. Agree on the output, price, timing, and checks before work begins. Review the deliverable and handoff against that scope.
Start my requestNo account, payment, or subscription is required to submit. Response and delivery timing are agreed, not guaranteed by this form.
Common questions
Can I submit a technical brief?
Yes. Add a repository or documentation link you are permitted to share, or start with a redacted sample and architecture constraints. Do not submit secrets.
Will the agent run without approval?
Permissions and approval points must be explicit. Submitting a ticket never grants an agent authority to execute or change your systems.
Can this become a production system?
A production rollout needs its own agreed testing, security, deployment, monitoring, and support scope. A prototype alone does not establish production readiness.