Autonomous Agents
Specialized agents that extract, classify, draft, and escalate, with built-in knowledge retrieval and clear limits on what they may do.
What we build
Agent Orchestration
Coordinate multiple specialized agents that hand off context, share memory, and collaborate to resolve complex multi-step tasks.
Knowledge Retrieval
Sub-productGround every agent response in your own documentation, policies, and structured data through semantic search and hybrid retrieval pipelines.
Document Extraction
Parse unstructured documents (invoices, contracts, emails) into typed, validated data structures agents can reason over.
Exception Handling
Detect ambiguity and edge cases at runtime, route them to human operators with full context, then resume automatically once resolved.
How it works
Define agent roles
Specify each agent's scope, tools, and authority boundaries before building. Clear roles prevent overlapping responsibilities and reasoning loops.
Build the retrieval layer
Index your knowledge base, tune chunking and embedding strategies, and validate retrieval quality against representative queries.
Connect to workflow
Wire agents into the operational pipeline so they receive real tasks, return structured outputs, and trigger downstream actions.
Add oversight controls
Instrument confidence thresholds, escalation triggers, and audit logging so every high-stakes agent decision is reviewable.
Case study
Supplier communication agent
Client case study coming soon. Details under NDA.
Applied in
Ready to deploy specialized agents?
Let's scope an agent architecture grounded in your knowledge and operations.