Services

Your template bot cannot write to the CRM. Ours can.
We build WhatsApp agents on Meta's official Cloud API, with persistent memory between sessions and write access to your CRM or ERP, scoped to the actions the job actually needs.
Your RAG is not failing on the model. It fails on ingestion.
We build custom RAG systems for organisations that need citable answers rather than plausible approximations, and we measure them against a question set with known answers.
Wiring every agent to every system does not scale.
Each direct integration is a promise of permanent maintenance. We build custom MCP servers that centralise how your agents reach your systems, with a tool contract and a schema validated on every call.
An agent with access to everything is a risk, not a gain.
An agent with unrestricted access and no audit log is not a productivity tool; it is a security incident with no date on it yet. We build internal agents with role-scoped permissions and a log that survives a security review.
Automating a broken process does not fix it. It speeds it up.
Before a single line of automation is written, we document the process as it is actually executed: the exceptions, the manual steps and the criteria that exist only in one person's head.