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How it works

What 15 agents find
when they have 3 days to look.

Not an LLM with a retrieval plugin. A purpose-built research infrastructure: hierarchical query decomposition, six parallel retrieval channels, knowledge graph construction, multi-signal confidence scoring.

Your emailScope?Depth?Timeline?Research Plan

01 · Intake

Your question is the starting point, not the answer

You send an email. Plain language, no forms. We turn it into a structured research plan: clarifying scope, identifying depth, and surfacing implicit assumptions before a single search is run.

QueryPapersKGWebCacheHyDEDenseTwo-Stage Reranking

02 · Retrieval

Six channels searching simultaneously

Your research plan doesn't feed a single retrieval pipeline. Six independent channels search in parallel, spanning academic databases, knowledge graphs, and the open web. Results are fused and reranked in two stages.

Your questionBranch ABranch BBranch CLiteratureEntitiesAnalysisWeb dataEvidenceSynthesispruned

03 · Reasoning

One question becomes hundreds

Your question isn't answered in a single pass. It's decomposed into a research tree, up to 4 levels deep, 3 branches per node. Each leaf is investigated by a specialist agent. Branches are dynamically pruned and expanded as evidence surfaces.

Self-reflection0.75Consistency0.15Z3 Prover0.10Combined Confidence0.87

04 · Verification

Three independent signals, one honest score

Every finding gets a confidence score derived from three signals: the agent's own self-reflection, consistency across multiple independent answers, and formal provability via constraint solving. When these signals disagree, the report tells you.

01Background02Narrative03Outline04Content05Writing06Tone07Finalize08RenderFinal Report

05 · Assembly

Eight phases from findings to finished report

Eight phases from raw findings to finished report. The system plans a narrative arc, writes with inline citations, calibrates tone for the audience, and reviews its own structure for gaps. Every claim cited. Every finding scored.

See it work on your question.

Send us an email with what you want to understand. No account needed.