Document-heavy workflows
Prepare source-grounded summaries, extract agreed fields, and route uncertain results to the people responsible for review.
Claude API integration and agent development
Bring Claude into a complete business workflow.
Develop Claude-powered applications for document review, research assistance, internal knowledge, and tool-based workflows. Redko builds the interface, integrations, evaluation, and human review around the model.
What we can build
Useful from the inside out.
Tools with defined permissions
Connect approved systems through APIs or scoped MCP tools. Separate read-only retrieval from actions that require explicit approval.
Evaluation before expansion
Measure task completion and failure modes on examples from your workflow. Check citations, tool selection, cost, and response time.
How we work
A clear path from idea to rollout.
Map the decision
Identify what the assistant may read, draft, or change, and who approves consequential actions.
Test the simplest approach
Start with a predictable workflow. Introduce an agent only when the task needs flexible planning or tool selection.
Prepare for operation
Add logs that avoid sensitive payloads, bounded retries, release checks, and a clear escalation path.
Do we need an autonomous agent?
Not necessarily. A structured sequence of retrieval, generation, validation, and review may be easier to operate for a predictable task.
Can Claude work with Microsoft or Google tools?
We can scope integrations using the APIs and permissions available in your environment. Availability depends on your licenses and policies.
What is included in the handover?
The agreement defines source access, documentation, evaluation examples, operational ownership, and any ongoing support.
Let’s build something
Tell us what you want to build.
An idea, an existing product, or a workflow that takes too much time. Tell us where you are, and we’ll talk through a useful next step.
Prefer email? info@theredko.com
No account required. A conversation before a commitment.