Enterprise AI AutomationBuilt on Constitutional Governance
Bespoke Mentis designs and deploys governed AI systems for Fortune 500 and regulated enterprises. Constitutional governance, cryptographic audit trails, and compliance-by-design: built in from day one, not retrofitted.
Why Enterprise AI Initiatives Fail
The problem is not model capability. It is governance architecture. Organizations deploying AI without constitutional enforcement face four compounding failure modes.
Siloed AI Pilots That Never Scale
Deloitte 2026: 71% of enterprises are piloting AI, yet only 30% operationalize. Pilots built without governance architecture fail the moment they encounter real compliance, security, or workflow integration requirements.
Compliance Risk With No Audit Trail
EU AI Act, ISO 42001, SOC 2, and HIPAA require verifiable evidence of governance at every AI decision point. Log files can be deleted. Policy documents are advisory. Regulators require cryptographic proof.
Inconsistent Quality at Scale
MIT 2025 (300 enterprise AI deployments): 95% of execution failures stem from discipline gaps, not model capability. AI systems without memory, cross-session learning, and structured verification degrade over time.
Failed Operationalization
Enterprise AI that works in a sandbox fails in production due to undeclared scope, missing integration points, ungoverned security patterns, and no mechanism for continuous quality enforcement across sessions.
Four Governed AI Products for Enterprise
Each product operates under MU2 constitutional governance. All produce a verifiable evidence record. All are built for regulated industries.
MIOS Health
Full-stack AI operations platform: 16 intelligence subsystems covering analytics, CRM, meetings intelligence, compliance, and content. The operating system for enterprise AI teams.
Learn moreAgent Conexus
Governed AI outbound platform for B2B enterprise sales: prospect research, email generation, reply classification, and governed meeting scheduling. Constitutional rules enforced per send.
Learn moreProject Foresight
Audit-ready intelligence for life sciences: FDA rehearsal, FAERS analysis, payer coverage mapping, and competitive intelligence. Validated 96/100 by independent clinical AI audit.
Learn moreMentis Governance
110 constitutional laws compiled into AI architecture. Runtime enforcement, Ed25519-signed audit trail, and full framework mapping: ISO 42001, EU AI Act, SOC 2, HIPAA, GDPR, DORA.
Learn moreEnterprise AI Capabilities
Governed AI Engineering
Every AI action is gated before execution. MU2 v4.4.0 enforces 110 constitutional laws across 24 specialist roles. Scope is declared before files are opened. Human approval is required for all Tier 1 mutations. No ungoverned writes.
Industry-Specific Automation
Bespoke Mentis builds AI systems tailored to your workflow, not generic tools configured for your use case. Healthcare, pharma, financial services, and enterprise SaaS each receive domain-specific governance packets and specialist agents.
Compliance by Design
ISO 42001, EU AI Act, SOC 2 Type II, HIPAA, GDPR, and DORA compliance is architected into every deployment, not retrofitted. Every AI decision generates a cryptographic evidence record: Ed25519-signed, Merkle-chained, regulator-ready.
White-Glove Deployment
Discovery to deployment: Bespoke Mentis owns the full engagement lifecycle. Architecture design, pilot build, compliance mapping, deployment, and ongoing governance iteration. Your team validates; we govern the build.
How It Works
A five-stage engagement from discovery to ongoing governance. Every stage produces verifiable deliverables, not status updates.
We map your environment: workflows, compliance requirements, data landscape, integration points, and governance constraints. No assumptions. No generic proposals. Every architecture starts from your operational truth.
Complete technical specification delivered before a single line of production code is written: system design, governance packet, integration map, data model, compliance framework mapping, and deployment model.
MU2-governed build execution: 110 constitutional laws enforced per session, pre-action gates on every file write, Ed25519-signed evidence trail throughout. You receive verified outputs, not self-reported completions.
Full system deployment into your environment: cloud, VPC, or hybrid, based on your data residency and security requirements. Audit trail is initialized and compliance evidence is export-ready from day one.
Continuous governance loops: daily repo health checks, drift detection, cross-session memory updates, and quality score monitoring. The system improves with each session rather than degrading silently over time.
Governance Architecture: MU2 v4.4.0
MU2 (Mentis Universal 2) is the constitutional governance runtime underlying every Bespoke Mentis deployment. 110 laws. 71 governance authorities. 24 specialist roles. Ed25519-signed evidence chain on every decision.
Evidence before trust: Every Bespoke Mentis deployment generates cryptographic evidence records at every AI decision point. These records are not logs — they are signed, Merkle-chained, and independently verifiable. Regulators receive audit-ready exports, not screenshots.
Built for High-Stakes, Regulated Enterprises
Bespoke Mentis works with organizations where AI decisions carry real consequences: regulatory exposure, patient outcomes, financial risk, and reputational liability.
Common Questions
Enterprise AI Automation: Frequently Asked Questions
Request Enterprise Consultation
Tell us about your environment, compliance requirements, and what you are trying to build. We respond with an honest architecture assessment and a governed deployment plan scoped to your context.
Los Angeles, CA | Serving enterprise clients globally | Consultations by appointment