Connect AI to the tools your team already uses.

You have an established application or knowledge source and want to add a focused AI capability without replacing your whole workflow.

• Search and discovery over approved information
• AI-assisted summaries and categorization
• Connections between existing applications and model services

We review available interfaces and data access, implement the selected connection and test both useful outputs and failure cases.

• Integration scope, access requirements and data boundaries
• A working connection with validation and error handling
• Operating documentation and agreed ownership of credentials and costs

We evaluate relevance, latency, reliability and cost using representative tasks. The intended users review whether the feature makes their existing work easier.

RepoHunter combines GitHub workflows with AI-assisted cataloging. VERA is being developed to connect tag configuration with evidence about browser behaviour.