DB
Data & context
Ingestion pipelines, embeddings, hybrid search, RAG, and governance for answers grounded in company knowledge.
Software engineering + applied AI
AI that leaves the slide deck and enters operations.
We design and build AI systems that work with your data, integrate with your business, and deliver measurable outcomes — with senior engineering from discovery to production.
RAG and LLMsAutonomous agentsCustom software
AI SYSTEM / LIVEProduction ready
01
DataERP · CRM · Docs02
RAGretrieval03
LLMreasoning04
Agenttools + memory05
Evalsquality gate06
ProductionobservabilityLatency 820msQuality gate 94.2Cost monitored
50+
Projects delivered
7+
Years in the field
10+
Average years of experience
3
Countries served
Solutions
From AI strategy to a production system.
We enter the problem, design the architecture, and ship software that works in the real world — integrated, observable, and ready to evolve.
AI expertise
No magic. Just method.
Production AI takes far more than an API call. We master the data, model, evaluation, security, and operations layers that separate a demo from a reliable system.
Architecture, quality, cost, and safety monitored end to end
ML
Models & inference
Selection, fine-tuning, routing, and efficient deployment of commercial or open models with vLLM and GPUs.
AI
Agents & evaluation
Agent orchestration, tool use, memory, guardrails, and automated evals to measure real quality.
OP
Production & scale
Prompt and trace observability, latency and cost control, security, fallback, and continuous improvement.
How we work
Technical rigor, without bureaucracy.
Short cycles, documented decisions, and direct access to the people designing and building the solution.
- 1
Discovery
We understand the problem, constraints, and what success looks like.
- 2
Architecture
We design a lean, scalable technical solution.
- 3
Development
We build in short cycles, with code in production early.
- 4
Launch
We ship, measure, and evolve.
Differentiators
Experience you can see in the outcome.
Small teams, accessible specialists, and ownership of what we put into production.
10+
Senior engineers only
No apprentices on critical projects. Our team averages 10+ years in software and AI.
AI
Applied AI, not experiments
We build AI pipelines that run in production, with evaluation, observability, and cost under control.
↗
Speed with accountability
We ship fast because we automate what should be automated and reuse battle-tested architecture.
∞
Long-term partnership
We're not a code factory. We dig into the client's problem and stay until it's solved.
Stack
Technology chosen for the problem.
From backend to GPU-based LLM inference, we use a pragmatic, testable stack built for operations.
PythonFastAPILangChainRAGvLLMOpenAIAnthropicPostgreSQLNode.jsNext.jsGCPDockerPythonFastAPILangChainRAGvLLMOpenAIAnthropicPostgreSQLNode.jsNext.jsGCPDocker
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Your challenge deserves real engineering.
Tell us where operations stall or where AI could create an edge. We reply within one business day.