Make one workflow work.

5–10 working days · Fixed price agreed for one workflow

Test one useful workflow with a working prototype, a small evaluation set and a practical production plan. Work directly with Tal Shany, using your approved sample data and an agreed definition of success.

Choose one outcome

• Invoice processing: extract agreed fields from one document family and flag exceptions for review.
• Reporting automation: reproduce one recurring report from agreed source extracts and reconcile the output.
• Internal search: answer a bounded set of questions over one approved document collection, with source references and access constraints.
• Natural-language data access: test a bounded question set against a governed, read-only SQL view.

These are scoping examples, not four deliverables in one sprint.

What you receive

1. A working prototype demonstrated against agreed examples.
2. The prototype code and setup notes agreed in the scope.
3. An evaluation summary: successful cases, failures, limitations and measured cost or latency where relevant.
4. A production plan covering integration, permissions, monitoring, security work and estimated implementation effort.

What fits in 5–10 working days?

One workflow, a bounded dataset and accessible systems. We agree acceptance criteria, dependencies and a fixed price before starting. The schedule begins once the required access and inputs are available.

A prototype validates an approach. Production rollout, broad integrations, compliance certification, unrestricted autonomous actions and ongoing support are separately scoped. If the data is not ready, a readiness review is the smaller first step.

Success is a useful decision

The result may be to implement, narrow the approach, fix the data first or stop. You receive the evidence and a recommendation, rather than a commitment to buy a larger project.

Discuss your workflow