The only AI orchestration platform that enforces software development governance at the infrastructure layer.
Enterprise teams move faster when every autonomous AI deployment is compliant by default — not by policy hoping. Cerebral enforces architectural decisions directly in the enterprise gateway engine, eliminating unconstrained agent drift while orchestrating multi-agent swarms with human-in-the-loop integrity.
Interactive Drift vs. Governance Visualizer
Compare unconstrained LLM agent drift against Cerebral’s compiled infrastructure invariants.
The 5 Pillars of Cerebral
Every layer of Cerebral is engineered to replace prompt-level approximations with mathematically verifiable infrastructure invariants.
Infrastructure-Layer Governance
Compiled infrastructure gateway engine with deterministic state machine enforcement.
Unlike conventional agent platforms that rely on fragile system prompt instructions, Cerebral compiles architectural rules directly into the gateway engine (cerebral-core). Architectural Decision Records (ADRs) are not wiki pages — they are compiled binary invariants that evaluate incoming agent changesets at sub-millisecond speeds before code ever reaches repository main branches.
Architecture Highlights
// Compiled Gateway Invariant: Verify ADR Conformance & Schema Integrity
pub async fn evaluate_agent_changeset(
ctx: &SecurityContext,
changeset: &AgentChangeset,
) -> Result<GateVerdict, GateViolation> {
// 1. Verify cryptographic agent identity and OpenFGA grant
ctx.verify_identity_hmac(&changeset.signature)?;
// 2. Static AST inspection: enforce zero raw DDL outside migration lane
if changeset.contains_unpinned_ddl() {
return Err(GateViolation::UnsanctionedSchemaMutation {
rule_target: "FINANCIAL_INTEGRITY_01",
remediation: "Route ledger transactions via sovereign financial ledger",
});
}
// 3. Evaluate BMAD FSM lifecycle state
bmad_fsm::verify_transition_headroom(&changeset.story_id).await
} Explore the Cerebral Stack
Click through each layer to inspect live telemetry specifications, cryptographic security properties, and compiled protocol boundaries.
Gateway Infrastructure Engine
Federated Industry Verticals
Cerebral powers real, high-stakes operational systems where downtime and hallucinations are unacceptable.

AutoDealerOS (ADOS)
Cross-department event mesh connecting Service, Parts, Recon, Sales, and Accounting.
Dealerships suffer from siloed DMS systems where advisors, parts clerks, and recon teams re-type VINs and ROs multiple times, losing thousands in stalled velocity.
Cerebral ADOS unifies fixed operations into an event-driven mesh. A vehicle sold in F&I automatically triggers stock-in, recon RO creation, parts staging, and accounting CIT logging without human duplicate typing.
Built by Operators. Proven on the Ground.
The Baer family has been serving Western Pennsylvania since 1946. Budd Baer Inc opened in Washington, PA in 1975, and we have remained family-owned and locally invested ever since.
“We are not a corporate software house with an abstract perspective on enterprise work.”
In the service drive, on a live Broadway stage, or in school athletic facilities, failure is tangible. When a system hallucinates a part number or drops a cue, real operations halt and trust evaporates.
That reality shaped the DNA of Cerebral. Rather than building demos on synthetic data, we engineered Cerebral for our own operating enterprises with compiled infrastructure governance.
Through Budd Baer Cares and regional partnerships, our engineers walk the same dealership service floors and school gymnasiums where our software runs.
Why Ground Truth Matters in Autonomous Systems
We never show fake employee rosters or hardcoded placeholder arrays. The UI displays structural reality with authentic diagnostic drawers.
Agents are team members with clear escalation seams. High-value transactions escalate instantly to authenticated human judgment.
Every autonomous procurement and billing action balances in the sovereign financial ledger. Zero unreconciled financial variance.
Predictable Governance. No Token Surcharges.
“You are not paying for tokens. You are paying for the infrastructure that ensures every token is mathematically governed.”
The core gateway engine (cerebral-core), deterministic state machine engine, and CLI tooling are 100% open-source under Apache 2.0. No restrictive BSL license rug-pulls.
Solo
OPEN CORE COMPANIONIndividual developers & prototype leads
Team
MOST POPULARFast-moving engineering teams (2–10 engineers)
Enterprise
MISSION CRITICALMulti-rooftop dealer groups & compliance-regulated enterprises
Hive
BRING-YOUR-OWN-GPUHigh-density operators with private GPU clusters
