Augle's multi-agent ensemble maps what's settled, what's contested, and what's unknown — producing evidence-anchored findings with calibrated confidence grades grounded in verifiable data.
The Cartographer maps the evidence landscape. The Methodologist assesses construct validity. The Guardian's Source Verification Service authenticates every citation in real time.
The Contrarian surfaces the strongest objections — including the ones you haven't thought of. Each objection is classified by strength and resolution status before the ensemble proceeds.
The Synthesizer weighs evidence across agents at temperature zero. The Pragmatist produces actionable next steps. The full deliberation is logged as an auditable reasoning trace.
"Does the proposed infrastructure bill's cost-benefit methodology adequately account for climate-adjusted risk over a 30-year horizon?"
Settled: standard CBA frameworks systematically undervalue tail risk. Contested: the appropriate discount rate for climate-adjusted infrastructure. Finding: defensible for near-term projections; materially inadequate for 20+ year claims.
"Is the drug-drug interaction evidence sufficient to contraindicate concurrent use in patients with moderate hepatic impairment?"
Strong unresolved objection: the interaction studies excluded moderate hepatic impairment populations entirely. The finding is contested — not because evidence conflicts, but because the relevant population was never studied.
"Does the TAM assumption in this Series A deck reflect the addressable market or the theoretical maximum?"
Construct validity issues with the market sizing methodology — the $14B figure conflates enterprise and SMB segments with fundamentally different sales motions. The defensible TAM for the current GTM is $2.1–3.4B.
The Guardian runs continuously across all three phases — authenticating citations, flagging unverified preprints, enforcing domain-specific integrity rules, and capping confidence grades on any node where source verification fails.
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