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Girish Kotte
AI Architecture & Consulting

Your AI Strategy,
Architected to Ship

I help CTOs and founders turn AI ambitions into production systems - without hiring a full-time team.
10+ Years Enterprise AI
Patent Holder
Rising Entrepreneur 2025

Ways to Work Together

Flexible engagement models designed around how you actually build

Fractional AI Architect

10-20 hrs/week3-6 month engagements

Embed in your team as a part-time AI architect. I lead strategy, design systems, and ship production AI - without the cost of a full-time hire.

Architecture decisions
Team mentorship
Hands-on delivery

Project-Based Delivery

Fixed scope2-8 week sprints

Defined deliverables, clear timelines. From RAG pipelines to AI-powered features, I scope it, build it, and hand it off production-ready.

Fixed price
Clear milestones
Production-ready

Strategic Advisory

2-5 hrs/weekOngoing

Expert guidance on AI strategy, vendor selection, and technical decisions. Think of it as having a senior AI architect on speed dial.

AI roadmap
Vendor evaluation
Technical due diligence
“I don't just advise.
I ship.

3Startups shipped in 12 months
100+Founders advised
10+Products launched

Reduced GTM costs through AI-powered automation and tool consolidation
Built HIPAA-compliant AI systems for health-tech startups
Deployed RAG pipelines processing 100K+ documents
Architected private LLM models for enterprise data

Industries I Work With

Deep experience across verticals where AI creates the most impact

Healthcare & Health IT

HIPAA-compliant AI systems, clinical NLP, patient engagement platforms

Fintech & Trading

AI-powered analytics, risk modeling, automated trading insights

SaaS & Dev Tools

AI features for existing products, developer experience tooling, API design

Enterprise & B2B

Internal AI tools, document processing, workflow automation at scale

E-commerce

Personalization engines, AI search, dynamic pricing, recommendation systems

Early-Stage Startups

MVP architecture, AI-first product design, technical co-founder support

How It Works

From first call to production - simple, transparent, fast.

01

Discovery Call

30-minute call to understand your AI goals, current stack, and where you need the most leverage. No pitch - just clarity.

02

Scope & Proposal

Within 48 hours, you get a clear proposal: deliverables, timeline, investment. No ambiguity, no hidden costs.

03

Execute & Deliver

I embed in your workflow, ship iteratively, and hand off production-ready systems with docs and knowledge transfer.

FAQs

Common questions from CTOs and founders evaluating an engagement

A consultant advises. A fractional architect embeds in your team, makes architecture decisions, reviews PRs, mentors engineers, and ships production code. I operate as part of your team, not outside it.

I typically take on 2-3 engagements at a time to ensure quality. Fractional roles are 10-20 hours/week, project work is dedicated sprint blocks. Book a discovery call to check current availability.

All work product is yours. I sign NDAs and IP assignment agreements before every engagement. I've worked with HIPAA-regulated health-tech and financial services - confidentiality is non-negotiable.

Healthcare, fintech, SaaS, and enterprise B2B are where I have the deepest experience. But the core skills - AI architecture, system design, production ML - translate across any vertical.

Yes. Many fractional engagements include building the hiring pipeline: writing job descriptions, screening candidates, and creating onboarding processes so the team can operate independently.

Fractional roles are monthly retainers based on hours/week. Project work is fixed-price with clear milestones. Advisory is a lightweight monthly retainer. Every engagement starts with a free discovery call - no commitment required.

Let's
Ship

Ready to move faster with AI?

Let's talk about what you're building.

Book Strategy Call
Free 30-minute consultation
No commitment required