Presupposition Check
Surfaces hidden assumptions before they contaminate the answer.
Feature Deep Dive
RLA Forge validates every response through layered verification before it reaches the user.
Verification Pipeline
5 Layers. One Decision.
Surfaces hidden assumptions before they contaminate the answer.
Cross-checks supporting evidence and source quality signals.
Actively looks for contradictions and competing claims.
Validates quantitative claims and catches arithmetic drift.
Compares model outputs and resolves disagreements before delivery.
4+ frontier models verify every response before it is released.
A single confidence metric synthesized from all verification layers.
Confidence trend across layers and model consensus.
From quantum physics to constitutional law, domain context shapes verification quality.
Quantum Physics
Constitutional Law
Cybersecurity
Tax Strategy
Medicine
Biotech
Climate Science
AI Engineering
FinOps
Real Estate
Supply Chain
Behavioral Economics
Public Policy
Game Theory
Robotics
Pharmacology
Energy Systems
Aerospace
Contract Law
Education
We catch when AI wanders off-topic and guide it back to the active domain.
Before
Response drifts into unrelated claims.
After
Verification brings context back in scope.
Every verified response carries a cryptographic signature and audit trace.