You Shipped AI. Now the Real Problems Start.
Margin bleed. RAG failures at scale. Enterprise deals stalling on security. We’ve shipped AI in production — hospitality, health tech, fintech. We diagnose what breaks after it goes live.
Built, Not Advised
We've shipped AI in production, not just consulted on it
10+ Years on AWS
Infrastructure depth behind every engagement
Diagnostic-First
Bounded analysis before implementation
Cross-Industry AI
Same problems across hospitality, health tech, fintech
Sound familiar?
The Pattern We See in Every Mid-Market SaaS Company
You Shipped the Model. Not the Operational Layer.
Direct API calls to OpenAI. A vector database. LangChain. Flat Stripe tiers from before AI existed. That's what you have. Per-request metering, cost attribution, usage billing, LLM observability, input validation, agent sandboxing — that's what's missing.
The Number Nobody Has
What does each customer cost you to serve on AI? Billing shows what you charged. The LLM gateway shows what you spent. Nobody connects the two. Pricing decisions are guesswork until someone does.
The Deal That Stalled
“What’s your AI security posture?” Enterprise buyers are asking. Prompt injection, data leakage, agent manipulation — the attack surface is real. Most companies have no answer. The deal waits.
What we diagnose
Pick the problem that fits your situation
Start With a Diagnostic. Not a Retainer.
30 minutes of honest conversation. If there’s a fit, we scope a bounded diagnostic — $4K–$13K, 1–3 weeks, one written deliverable. Not a retainer. Not a 40-page proposal.
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
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Which of These Problems Are You Dealing With?
Tell us what’s happening. We’ll tell you which diagnostic fits — or whether you need one at all. 30 minutes, straight feedback.