The problem
Finding information is not the same as conducting research. Retrieval returns passages that resemble the question. Research decides what needs to be known, goes looking, weighs what it finds — including sources that disagree — and shows its working.
The central idea
Make investigation the unit of work. A question becomes a plan of sub-questions; each sub-question becomes a search for evidence; evidence is evaluated before it is allowed into the synthesis.
How it works
- Decomposition
- Breaks a question into sub-questions and an order of investigation, so the scope is explicit before any source is read.
- Investigation
- Runs multi-stage discovery, following leads from one stage into the next rather than stopping at the first relevant result.
- Evidence evaluation
- Weighs sources by provenance, recency and agreement. Conflicting findings are surfaced, not averaged away.
- Synthesis
- Assembles structured outputs — briefs, comparisons, evidence tables — with citations attached at the level of the claim.
Capabilities
- Research decomposition and planning
- Multi-stage source discovery
- Long-context reading across large document sets
- Evidence synthesis with claim-level citations
- Surfacing of conflicting sources
- Structured research outputs
Where it operates
Technical, regulatory, competitive and scientific questions where a wrong answer is expensive and the reader needs to check the reasoning, not merely receive it.
Engineering considerations
Traceability makes a claim checkable; it does not make it correct. KHOWL is designed so a reader can see what each conclusion rests on and judge it. It assists judgment — it does not replace it.
Concepts
Within Equations Work
A proprietary Equations Work product, and the research engine behind our knowledge-heavy engagements.
Inside the name: how, owl and howl.