Real-time hallucination filter
Catches unsupported claims, fabricated citations, and grounding drift before they reach users.
Solutions
AI you can explain, trace, and audit
We build systems where every output has a reason, every decision has a trail, and every answer can point to its source. Not as a compliance feature - as an architectural principle.
Can you explain why the system said what it said? Can you trace a customer-facing answer back to a source document? Can a regulator audit the decision path?
We build systems where the answer is yes to all three. Not by adding an "explainability layer" after the fact - by making traceability, grounding, and human oversight structural properties of the architecture from the start.
How tracing works
Every answer has a trail
01
User asks a question
Natural language input enters the system
02
Sources retrieved
RAG pipeline pulls relevant documents with citation IDs
03
Reasoning generated
Model produces answer grounded in retrieved sources
04
Hallucination check
Real-time filter catches unsupported claims before delivery
05
Answer with citations
User sees the response and exactly where it came from
Capabilities
What we build
Grounded generation
RAG systems, citation-tracked responses, factual memory - AI that tells you where its answer came from.
Explainable decision systems
When AI makes a recommendation or classification, the reasoning is visible. Not a black box.
Audit trails
Every interaction, every decision, every escalation - logged, structured, and queryable. For internal review or external regulators.
Hallucination detection
Real-time systems that catch when an AI is generating unsupported claims, fabricating citations, or drifting from grounded sources.
Human-in-the-loop architecture
Systems designed with escalation paths, approval gates, and human override - built into the architecture, not added as an afterthought.
Citation-tracked knowledge
GraphRAG with full citation tracking. Every answer traces to a source document.
Build systems you can explain
Traceability, grounding, and human oversight - structural properties, not afterthoughts.