AI & Business Automation
AI automation for useful business workflows.
Connect your tools, process documents and add AI assistance to a defined workflow, with appropriate review and access controls.
Typical scope
Work with a defined outcome.
Document processing
Extract or classify information from defined document types, then review uncertain results.
Assistants and knowledge workflows
Connect relevant business information to a focused assistant with permissions and a clear handover to people.
Operational automation
Move routine tasks between systems, with logging, exception handling and manual recovery.
Prepare for an estimate
What helps us scope the work.
Bring an example task, the tools involved and sample data you are permitted to share. We identify where deterministic rules are enough and where an AI model is useful, then agree evaluation examples and a review process.
We agree deliverables, dependencies, review points and support before development begins. The estimate can include a focused task or a larger project; public starting prices are minimums for eligible work.
How we work
Agree the scope before development.
- Describe the needShare the task and tools involved.
- Clarify the scopeReview access, constraints and dependencies.
- Agree the estimateConfirm deliverables, price and review points.
- Build and verifyTest the agreed workflows and error cases.
- Deliver and maintainReceive the handover and agreed support.
Common questions
Before development starts.
Will AI output always be correct?
No. Models can produce incorrect or inconsistent results. The scope should define human review, failure handling and the situations where automated action is permitted.
Can you automate without AI?
Yes. Many workflows are better handled by rules, scripts and supported APIs. We choose an approach based on the task and its constraints.
Who pays for model and API usage?
Third-party usage, hosting and subscriptions may be separate from development. Expected providers and cost dependencies are reviewed with the estimate.
Related work
Choose the right scope.
A useful next step
Tell us what needs to work.
A short description helps, but you can begin with your email and discuss the details with us.
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