PRIVATE AI DECISION INFRASTRUCTURE

Multi-model intelligence.
One inspectable verdict.

SWARM runs your query across every model you own, refuses to smooth over where they disagree, and turns that disagreement into a decision surface you can actually audit — on infrastructure you control, end to end.

CLAUDE · REASONING
GPT · BREADTH
GEMINI · RETRIEVAL
Contradiction Node
CONTESTED
Core disagreement: speed-to-market versus operational proof.
SUPPORT
71
CONFLICT
46
DELTA
+25
selected: Contradiction Node
support_weight: 71
conflict_weight: 46
stance_delta: +25
HOW SWARM DECIDES

A verdict is the last of four steps — not a guess dressed up as one.

01
Every model answers independently

The same prompt runs in parallel across every model in the swarm, sealed from each other. No model sees another's output before committing to its own.

02
Answers are diffed, not averaged

SWARM maps where models agree, where they diverge, and why — surfacing the actual points of contradiction instead of blending them into a mushy consensus.

03
Contradictions become a decision surface

Disagreement is rendered as an inspectable graph — support weight, conflict weight, and stance delta — so you can see the argument, not just the answer.

04
One verdict, fully attributable

A final verdict is issued with every contributing model's position attached. Nothing is hidden behind a single black-box response.

VERDICT CONSOLE

Read the argument, not just the answer.

Every contested query surfaces a Contradiction Node — the exact place the models split, weighted by how much support and conflict each side carries. You decide what the disagreement means. SWARM just refuses to hide it.

3+
Models cross-examined per query
0
Bytes of data leave your infrastructure
1
Inspectable verdict, every time
SESSION_0X4F2 · LIVECONTESTED
Claude
concurs
GPT
concurs
Gemini
dissents
verdict: proceed with speed-to-market path; hold operational proof as a tracked risk, not a blocker.

Run it on infrastructure you own. Not a vendor's.

SWARM deploys inside your own environment — nothing you feed it ever leaves the boundary you set.

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