Production-grade AI systems.
We turn ambitious AI ideas into systems you can actually run.
Turning ambitious AI ideas into runnable production systems.
Reliability, observability, security, and cost-aware scaling.
jimmy.koyan@bigqlabs.com
What we do
From POC → Prod
Bridge the gap between proof-of-concept and production: deployment, pipelines, and operational playbooks.
Trust & Governance
Data isolation, access controls, audit trails, and evaluation harnesses so you can ship with confidence.
Cost-aware Scaling
Right-size infrastructure and usage so AI systems scale without blowing the budget.
How we work
Diagnose
Understand your stack, risks, and where prototypes are stuck.
Build
Implement the missing pieces: infra, observability, security, and evaluation.
Operate
Hand over runbooks and practices so your team can own it long-term.
Start small
Begin with a Production Readiness Review or a short sprint. No long-term commitment required.