300 AI engineers between your roadmap and production.
For US SaaS and tech companies, we are the AI engineering partner: agents, RAG, evals and MLOps taken from prototype to reliable production — by dedicated squads embedded with your team, ramped in five business days.
The gap between your AI story and your AI system
AI roles stay open for months
LLM and agent engineers are scarce and expensive — while your roadmap, your customers and your investors wait.
POC works, production doesn't
The demo impressed everyone; hallucinations, latency, missing evals and silent failures keep it from shipping.
Inference costs scale with usage
Every new customer makes the agent loop more expensive. Without model routing and optimization, margins erode as you grow.
Production AI engineering, embedded in your team
SAS-01
Agent engineering & workflow redesign
Multi-step agents with tool use, MCP integrations and orchestration — and the workflow redesign around them that determines whether they create value at all.
SAS-02
RAG & retrieval systems
Retrieval pipelines, vector search and evaluation frameworks built for production reliability, permissioning and freshness — not demo day.
SAS-03
LLMOps & AI reliability
Evals, regression suites, monitoring, guardrails and audit logging as a continuous practice — available as a managed service after launch.
SAS-04
AI cost optimization
Multi-model routing, caching and small-model substitution that cut inference spend 40–70% — a fast, low-risk first engagement for teams already in production.
SAS-05
Dedicated AI squads
3–10 engineers with LLM, RAG and MLOps experience — your tools, your standups, your roadmap. Full product engineering (frontend, backend, cloud) alongside AI.
SAS-06
Compliance-ready AI for regulated verticals
SOC 2 and HIPAA-aligned engineering, audit trails and private or self-hosted model deployment for HealthTech, FinTech and LegalTech products.
Ramped in 5 days
Hand-picked squads join your team within five business days and ship in two-week sprints — AI velocity without a six-month hiring cycle, and without gambling your margins on unoptimized inference.
Put an AI squad on your roadmap this month
Start with a free 30-minute assessment — you leave with a roadmap either way.