Where to use AI — and where not to. Shipped by senior engineers in Tampa, async-first, fixed-price.
IRPR.io ships generative ai advisory work for Tampa teams — engineering-led, async-first, and senior-only. Where to use AI — and where not to.
Our strategy practice has delivered generative ai advisory projects across startups, scale-ups, and enterprise operators. Every engagement is fixed-price, fixed-scope, and ends with a production-grade handoff.
Tampa has quietly become one of Florida's most important fintech and cybersecurity markets. Jabil, Raymond James, and a growing cluster of remote-first startups give the metro a diversified software base.
Domain-grounded RAG chatbots with eval harnesses and cost controls.
Tool-using agents for outbound, research, and document work.
Contract, invoice, and claims extraction with vision + structured outputs.
Semantic search with reranking, 2-4x CTR lift on real query logs.
GPT, Claude, Gemini, and open-source model integrations.
Fine-tuned and custom ML for classification, prediction, and scoring.
Search terms people type, matched to products we've built. Nothing on this list is hypothetical — every category here has shipped code.
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Tampa has quietly become one of Florida's most important fintech and cybersecurity markets. Jabil, Raymond James, and a growing cluster of remote-first startups give the metro a diversified software base.
We know the fintech and healthcare buyers in Tampa. Our roadmaps reflect what local operators actually ship.
Every generative ai advisory project is led by an engineer who has shipped this work in production. No junior delegation.
You know the budget and timeline before engineering starts. Change orders are priced transparently.
We overlap Tampa work hours for standups, demos, and decisions. No overnight timezone drag.
HIPAA, SOC 2, PCI, GDPR - baked in at architecture, not bolted on for audit. We've passed first-attempt audits for clients in your industry.
Every repo, piece of infrastructure, and document is handed off on day one. No proprietary frameworks, no lock-in.
Every engagement runs through the same four-stage pipeline. Predictable by design.
Other services we ship in Tampa, and the same generative ai advisory expertise in other US metros.
Book a discovery call with an engineer who has shipped generative ai advisory projects for Tampa teams. 30 minutes, no deck.