Senior engineers who build and ship AI systems

We Ship Production AI. We Diagnose and Optimize What's Already Live.

Production engineers since 2010. Now building and optimizing AI systems on AWS.

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Built, Not Advised

We've shipped AI in production, not just consulted on it

10+ Years on AWS

Infrastructure depth behind every engagement

Assessment to Production

From readiness evaluation through deployment

Hospitality, Health Tech, Fintech

Production AI across multiple industries

How we help

Two Ways We Work With You

Starting Your AI Journey?

You have a business problem AI could solve — but need honest guidance on where to start and a team that can take it to production. We assess readiness, architect the solution, and ship a production AI feature in weeks, not quarters.

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Already Have AI in Production?

Your AI is live but not performing the way it should — retrieval quality issues, security gaps blocking enterprise deals, billing that hasn't caught up, or margins you can't see. We diagnose the root cause and build the fix.

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What we do

Build, diagnose, and modernize

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Build AI

AI Readiness Assessment

Not sure where AI fits in your business? We evaluate your data, infrastructure, and use cases — and give you an honest report on what’s realistic, what’s not, and where to start.

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Ship AI This Quarter

Board pressure, real deadline. We take one scoped AI feature from architecture to production in 6 weeks. One team, one invoice.

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Secure, Optimize & Monetize

AI Security Readiness

Enterprise deals stall on AI security questions. We produce the security summary your prospects are asking for. Then harden what needs hardening.

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RAG Quality Recovery

Your RAG feature is live and users are complaining about wrong answers. We audit the pipeline, find the root cause, and fix it.

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AI Feature Monetization

You’ve shipped AI features. Your billing hasn’t kept up. We instrument metering, wire entitlements, and close the revenue gap.

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AI Margin Intelligence

You can see your total AI inference bill. You can’t tell which customer or feature drove it. We produce the per-customer P&L.

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AWS Infrastructure

Not every AI problem is an AI problem. Sometimes the infrastructure needs to come first.

AWS Cloud Architecture & Modernization

Your AI roadmap may be sound — but the infrastructure isn’t ready yet. We build and modernize AWS environments so they’re production-ready for AI workloads. Or just for the workloads you already have.

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Start With a Conversation. Not a Retainer.

30 minutes of honest conversation. If there’s a fit, we scope a bounded engagement — readiness assessment, diagnostic, or build sprint. Fixed scope, fixed timeline, one deliverable. Not a retainer. Not a 40-page proposal.

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Client voices

From people we’ve worked with

“Plavaga understood the business requirements and made excellent suggestions for improving the customer experience.”

Christina Ravaglia

Senior Director of Product Management, Satmetrix

“Plavaga has taken the initiative of meticulously understanding what we wanted and delivered beyond par.”

Prakash Sethuraman

Managing Partner, Enterprise Blueprints

“We have been working with Plavaga for over 5 years. They displayed tremendous maturity in understanding the problem we were attempting to solve.”

Ravi Shankar

Founder Director, eMyPA

“Your experience and guidance has been the perfect match for our enthusiasm. Working with you all has been a pleasure.”

Nia

Founder, Taglr

Blog

Things we’ve been writing about

Articles on production AI and AWS architecture — coming soon.

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Let’s Figure Out What Fits

Tell us where you are with AI. We’ll share honest feedback on what makes sense — and what doesn’t. 30 minutes, no pitch.

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