About MixinFire
An AI-native enterprise software company.
We build AI agents, agentic workflows, knowledge assistants and data platforms for companies in any industry, and our own AI-native ERP. In everything we ship, agents plan, act and ask for approval inside your systems of record.
Architecture-led delivery
Phase 1: Founder architected
Every project is initially architected and continually overseen by the technical founder. We explicitly separate the high-risk system design phase from the engineering build to guarantee technical viability.
Phase 2: Specialized execution
Execution is handled by a curated bench of specialized freelance senior engineers (backend, DevOps, data). This maintains exceptional quality control and flexibility without the overhead of fixed management layers.
Technical architecture philosophy
Our architecture decisions are driven entirely by production reliability, security, and operational performance. We do not chase hype; we build resilient systems.
Edge-to-Cloud AI
We prioritize compute efficiency, deploying inference models at the edge where latency matters, while aggregating training data centrally in the cloud.
Sovereign & Secure RAG
We build Retrieval-Augmented Generation architectures that ensure zero leakage of proprietary data to public LLM endpoints via private vector databases.
Streaming-First Analytics
We favor Kafka and real-time event streams over legacy batch computing jobs, enabling immediate operational visibility for enterprise clients.
Book an AI assessment
Tell us about one process that costs you time or money. We will show you what an agent or workflow would do with it, and what it would need from your data.