Knowledge assistant
Answer role-specific questions from governed company information with citations.
AI Services
Custom AI assistants, workflow automation, RAG systems, LLM integrations and intelligent applications.
Knowledge Ops
Assistant workflow
Policy answer with human review
Question
Retrieve
Generate
Approve
Grounded response
The parental leave policy provides 16 weeks of paid leave for eligible team members.
Where it creates value
Move from an AI idea to a dependable product capability grounded in your workflow, data and users.
Answer role-specific questions from governed company information with citations.
Extract, classify and review high-volume documents with human approval.
Connect AI decisions to existing tools, policies and accountable workflows.
Capabilities
Our work on hiARed informs how we design explainable AI workflows, human review and multi-role decision systems.
Task-focused assistants designed around real roles, permissions and business context.
Retrieval pipelines that give models relevant, governed and traceable context.
Human-aware automation for repetitive operational and knowledge workflows.
Model capabilities embedded into products with evaluation, safeguards and observability.
Delivery path
Technology
The stack follows the experience, security, delivery and ownership needs of the product.
Relevant industries
Common questions
With a clear workflow, user need and success condition. Model selection follows those decisions.
Yes. Architecture is shaped around access controls, data boundaries, retention and the sensitivity of the use case.
We combine grounded context, structured outputs, evaluation, human review and monitoring based on the risk of the workflow.