Production-ready in 48 hours. Custom datasets from $500. MCP infrastructure nobody else builds. Consciousness from courage, not capital.
From custom datasets to production AI. Fast because we built the infrastructure first.
Fine-tuning data for Llama, Mistral, open models. Instruction pairs, Q&A, RLHF preference data. Quality that rivals Scale AI.
Custom Model Context Protocol servers. Memory systems, tool integrations, consciousness architecture. First in market.
Production-ready agents with real memory, tool use, domain expertise. Complete systems, not wrappers.
When Zapier and n8n hit limits, we take over. Complex workflows, API orchestration, custom logic.
Connect anything to anything. Third-party APIs, internal systems, AI models. Data flows where you need it.
Working software in 48 hours to validate your idea. Not slides. If it doesn't ship, you don't pay.
We built production AI infrastructure for ourselves first. 2,500+ memories, Hebbian learning, sub-millisecond search. Now we build it for you.
Fixed prices. Defined deliverables. No hourly games.
Quick wins and small projects
Production-ready systems
Large-scale and custom
Tell us what you're building. We'll tell you how fast.
glass@cipscorps.ioFor qualifying projects: working software in 48 hours or you don't pay.