Multi-channel applications
Delivers answers through APIs for your own applications, integrations with the systems you already run, a chatbot, Office integration for Word and Outlook, an MCP server, or a search interface.
Two ways this gets used
Customer support that cites sources
Agents resolve faster when suggested replies include verifiable passages from macros, tickets, and docs.
Handle time drops when agents stop tab-hopping. QA teams gain transcripts tied to specific knowledge objects.
- Suggested replies with citations
- Coverage reports on gaps
- Feedback to improve retrieval
ENGINEERING KNOWLEDGE, NOT TRIBAL KNOWLEDGE
Runbooks, incidents, and ADRs stay discoverable as your organisation scales.
Precise technical language matters. Retrieval preserves code tokens, paths, and error strings that keyword search often misses.
- Repo and wiki connectors
- Incident timeline search
- Safe sharing with contractors
Written for these sectors
Enterprise
For CIOs, CDOs, and AIOps leaders who have exhausted data lake optimism, ontology-first grounding is what makes AI portfolios dependable.
Energy & utilities
Asset-linked documents, regulatory evidence packages, and operational knowledge that outlasts shift changes.
Telecommunications
Unified customer and network knowledge, DSAR and NIS2 evidence, and portfolio-wide clause intelligence.
Maritime & shipping
Fleet certificates and PSC readiness, MRV and FuelEU evidence, and multi-flag compliance documentation.
Deployed together or one at a time
We've been up all night. To give you a good nights sleep.
Bring us one workflow you cannot afford to get wrong. We'll tell you honestly whether AI belongs in it.