Generative AI Advisory in San Francisco.
Where to use AI — and where not to. Shipped by senior engineers in San Francisco, async-first, fixed-price.
IRPR.io ships generative ai advisory work for San Francisco 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.
San Francisco remains the global capital of software. Home to OpenAI, Stripe, Anthropic, and thousands of venture-backed startups, the Bay Area sets the pace for AI, developer tools, and SaaS innovation. Ambition and engineering density are unmatched anywhere else in the world.
Types of generative ai advisory we ship for San Francisco teams.
AI chatbot / copilot
Domain-grounded RAG chatbots with eval harnesses and cost controls.
AI agents
Tool-using agents for outbound, research, and document work.
Document intelligence
Contract, invoice, and claims extraction with vision + structured outputs.
AI-powered search
Semantic search with reranking, 2-4x CTR lift on real query logs.
LLM integration
GPT, Claude, Gemini, and open-source model integrations.
Custom ML models
Fine-tuned and custom ML for classification, prediction, and scoring.
Generative AI Advisory for every San Francisco business.
Search terms people type, matched to products we've built. Nothing on this list is hypothetical — every category here has shipped code.
AI by vertical
AI chatbots and copilots
AI automations
AI products
─── don't see yours? we've probably built it. book a call ───
Why San Francisco is a tech city.
San Francisco remains the global capital of software. Home to OpenAI, Stripe, Anthropic, and thousands of venture-backed startups, the Bay Area sets the pace for AI, developer tools, and SaaS innovation. Ambition and engineering density are unmatched anywhere else in the world.
Generative AI Advisory that ships - on San Francisco's terms.
San Francisco-aware engineering
We know the saas and fintech buyers in San Francisco. Our roadmaps reflect what local operators actually ship.
Senior-only delivery
Every generative ai advisory project is led by an engineer who has shipped this work in production. No junior delegation.
Fixed price, fixed scope
You know the budget and timeline before engineering starts. Change orders are priced transparently.
Pacific time async-first
We overlap San Francisco work hours for standups, demos, and decisions. No overnight timezone drag.
Compliance by design
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.
Your code, your IP
Every repo, piece of infrastructure, and document is handed off on day one. No proprietary frameworks, no lock-in.
Idea → Roadmap → Product → Release.
Every engagement runs through the same four-stage pipeline. Predictable by design.
More from San Francisco.
Other services we ship in San Francisco, and the same generative ai advisory expertise in other US metros.
Other strategy work we ship in San Francisco.
Questions clients ask first.
Your generative ai advisory project in San Francisco, shipped.
Book a discovery call with an engineer who has shipped generative ai advisory projects for San Francisco teams. 30 minutes, no deck.