Engineered
for Scale.
We build production-grade Data & AI systems on AWS. Two delivery models: fixed-scope projects or an embedded Forward Deployed Pod. Value-based pricing and full ownership from day one.
Your POC worked. Now what?
The jump from POC to production is where most AI initiatives die, not because the tech doesn't work, but because nobody planned for what production demands.
Internal teams start building, scope creeps, timelines slip, and six months later you're still "almost done."
Hourly billing turns a 12-week project into a 6-month invoice because nobody scoped the hard parts.
Contractors deliver code and disappear. No documentation, no knowledge transfer, no support when things break at 2am.
Production-readiness isn't a phase. It's a starting point.
Three principles. Every engagement.
We're ex-Amazonians. These aren't values on a wall, they're how we run every engagement.
Ownership
“We think long term and never say "that's not my job."”
We think beyond the current sprint, flag risks early, and never punt hard decisions to "the next phase."
Every implementation is built to ProdWorks™ standards: observability, security, governance, cost control, and reliability from the first deployment.
Two Rhythms. One Standard.
Whether you choose a fixed-scope project or an embedded pod, every line of code meets the same ProdWorks™ bar.
Your goals. Our expertise. No change orders.
Best for: Evolving scope, continuous delivery, long-term partnerships.
Forward Deployed To
Your Initiative
Sr. Engineer
Embedded in your team. Shipping production systems from day one.
Technical Delivery Manager
Keeps velocity, removes blockers, manages stakeholders.
Inferdat Bench Access
Scale instantly with senior specialists when you need extra firepower — same standards, zero ramp-up.
Prioritize
You set the goals. We advise on feasibility.
Sprint
Focused sprints. Daily standups. Continuous delivery.
Deliver
Working software every sprint. ProdWorks™ compliant.
Review
Monthly report with proactive recommendations.
Common questions
Ready to go production-grade?
Tell us what you're building. We'll scope it, price it, and show you what production-ready looks like for your use case.
Scope a ProjectExplore Solutions