Forward-deployed AI systems, built and run for you
AI model of your product's business logic accessible to people and AI agents
Stage
Not given
Not given
Founded
2023
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Based in
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GB
Pricing model
Contact for pricing
Freemium
Pricing
Not given
Free: 10,000 starting credits plus 1,000 per month. Engineering: $29 per active developer per month with 30,000 pooled credits each month. GitMir Vibe: $9 per person per month. Cloud Compute: $99 per project per month. MeetAI: $49 per project per month. GoBots: $99 per venture per month. Market: $49
Key features
Integration with existing enterprise systems
AI-driven insight generation
Automated workflow execution
Policy enforcement and governance
Continuous learning from operational data
Secure deployment within customer environments
Single-tenant deployments on-prem or VPC
Explainable and auditable outputs
SOC 2 Type II and ISO 27001 certified
Builds features, rules and customer paths and keeps them current with every push
Shows what each commit changed in the business logic, not only in the code
Provides change impact analysis before merge showing what could break
Checks PRDs and specifications against the product
Delivers understanding to AI agents over MCP
Runs locally on your machine with GMM Local
Finds risky patterns and problems in the product
Enterprise deployment inside your security boundary
Integrates with Claude Code, Cursor, Codex and VS Code
MCP access for agents with 1-10 credits per answer
What makes it different
Custom AI systems built for your specific business logic and data, not off-the-shelf software
Creates proprietary competitive advantage your competitors cannot replicate
Enterprise-grade security and governance from day one
Continuous operating accountability after deployment
Nearly 3× fewer errors on Benchmark 001 compared to alternatives
8.4K tokens per question instead of 27.4K for competitors
Results published and measurable; method is proprietary
Reduces AI cost per completed agent action from $0.35 to $0.08