Professional services / AI consulting

AI systems built for real work.

From specialized knowledge assistants to tool-connected agents, business automation and private or hybrid AI. WareBench designs and implements AI systems around existing operations.

AI consulting is a paid professional service.

01 / What we build

Beyond a generic chatbot.

RAG & knowledge assistants

Connect AI to domain-specific documents and approved sources, with retrieval, grounded answers and clear limitations.

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Custom MCP & agent harnesses

Give AI controlled access to business tools, APIs and workflows through purpose-built integrations.

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Private, cloud & hybrid systems

Select model hosting and integrations according to control, privacy, performance and cost.

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02 / Relevant work

Experience behind the approach.

Nomad Compass Legal

Specialized legal research and retrieval-augmented assistance.

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Postmaster MCP · MCP Video Gen

Custom MCP tools connecting AI assistants to operational services and media generation.

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Browser Companion · Oryginal

Controlled browser agents and multi-stage AI content workflows.

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03 / Engagement

Discover. Validate. Integrate.

Understand the work

Clarify outcomes, existing systems, constraints, risk and data availability.

Build a bounded pilot

Test a specific workflow with evaluation criteria and human oversight where needed.

Move into operations

Connect systems, introduce controls, train users and iterate on measured outcomes.

Talk about your use case.

Tell us the problem, your existing tools and the outcome you want. We will identify whether an AI engagement is appropriate.