We design, build and operate
secure AI systems.
MechaMental provides governed AI orchestration infrastructure and senior technical expertise for complex and regulated organizations.
Platform
Governed AI orchestration infrastructure.
Multi-tenant pipelines, model routing, version control, and enterprise RBAC — built for production.
Learn about the platformServices
Architecture, implementation and technical leadership.
Senior expertise for AI adoption, cloud transformation, and cybersecurity in regulated environments.
Explore servicesOne substrate for operational AI
The platform is the production layer between your models and your business — orchestration, governance, and observability in one system.
Augmentation Pipelines
Multi-stage AI workflows with version control, branching, and deterministic replay.
Model Routing
Policy-based routing with circuit breakers, fallback chains, and per-org provider accounts.
Enterprise RBAC
Organization-level IAM with custom roles, fine-grained policies, and workspace isolation.
Volumes & Knowledge
Structured data storage, vector search, and document management across applications.
Event Bus
Event-driven automation, scheduled actions, and cross-application communication.
Tools & Integrations
MCP-native tool system with sandboxed execution and credential management.
From AI strategy to production systems
AI & Platform Advisory
- AI readiness assessment
- Architecture & model selection
- Governance frameworks
- Platform strategy
Cloud & Engineering Transformation
- Cloud migration & modernization
- Platform engineering
- DevOps & SRE practices
- Cost optimization
Cybersecurity & Regulated Technology
- Security architecture
- Compliance automation
- Identity & access management
- Threat modeling
How engagements work
A clear path from assessment to production operation.
Assess
Map current state, constraints, and readiness.
Design
Architecture, governance, and integration planning.
Implement
Build, test, and deploy with your teams.
Operate
Run on the MechaMental Platform with ongoing support.