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Deterministic constraint enforcement, conflict resolution, and sealed audit trails between your agents and production.
Conflicts emerge when agents disagree. Brain detects, enforces, and restores truth.
LLMs can reason. They cannot enforce. Every high-stakes deployment needs a structural truth layer.
LLMs follow HIPAA rules as language patterns, not structural logic. Compliance by vibes is not compliance.
A constraint at step 1 is forgotten by step 5. Global policy awareness degrades as tasks grow.
When step 7 of 10 fails, there's no saga pattern. Partial state corrupts downstream agents.
Agent A says budget is €500K. Agent B says €750K. Without consensus, no conflict is detected.
System prompts can be overridden, compressed, or misinterpreted. Hard constraints cannot live in language.
EU AI Act requires sealed decision provenance for high-risk systems. LLM logs are not compliance artifacts.
Credit decisioning, clinical pathways, trade execution — all require operations on live state with legal consequences.
Brain intercepts agent actions at the right moment — from pre-task authorization to post-task audit.
Agent cannot begin execution until Brain validates task intent, scope, and regulatory context. Returns ALLOW, BLOCK, or REQUIRE_HUMAN_APPROVAL.
Add Brain to any agent framework with zero rewrite. Start in advisory mode, harden to strict when ready.
Where the cost of an unconstrained agent is measured in regulatory penalties.
Clinical agents that enforce HIPAA minimum-necessary, validate physician orders, and gate PHI access at every graph read.
Autonomous loan origination with SOX control integrity. Brain gates the credit decision and seals the full trace.
Policy monitoring across 40+ jurisdictions. Action classification from recommend to submit with escalating approvals.
Pre-built profiles for EU AI Act, HIPAA, SOX, GDPR, and PCI DSS.
See it with your stack →See Brain enforce constraints, resolve conflicts, and seal audit trails — with your agent stack.
