Source-weighted fusion
Every source carries a reliability score. A filing outweighs an anonymous tweet; conflicts of interest are discounted automatically.
Housecarl Arbiter · Formal reasoning engine
Decisions you can defend.
Analyst upgrades collide with insider sells. Earnings beat, guidance drops. Arbiter weighs every source by reliability and recency, fuses contradictory claims into a single scored verdict, and shows you exactly where the uncertainty lives.
No gut calls. No vibes. The reasoning is on the record.
0.72
Fused confidence
23→4
Claims fused
100%
Decisions audited
The capability set
Contradiction detection
See where analysts actually disagree — every coherent interpretation, who supports it, and how confident you should be.
Temporal decay
Claims lose weight as they age. Stale rumors don't pollute a live thesis.
A full audit trail
Every claim has a source, a score, and a timestamp. Retrace the reasoning after the decision.
Available via API and MCP — connect from Claude, ChatGPT, or any agent. No CLI required.