AI & LLM Integration for Products
Ship production AI features—copilots, agents, and RAG systems—without the research overhead.
Common Challenges
If any of these sound familiar, we can help:
- ✗Want to add AI but team lacks ML experience
- ✗Prototypes that don't make it to production
- ✗Concerns about AI cost and reliability
- ✗Need guardrails and safety measures
Our Approach
AI engineers who've shipped LLM features to millions of users.
What You Get
- Founding engineers who ship like your first 5 hires
- Fractional CTO leadership for strategic direction
- Direct Slack access—no account managers
- Outcome ownership from day one
- Knowledge transfer to your internal team
Services for AI Integration
We offer flexible engagement models to match your needs.
Proof Behind the Promise
Rupa Health
$100K→$5M ARRFractional CTO from Seed to Series A, scaling ARR from $100K to $5M.
Read case study →
Dromo
0→1 to ScaleFounding engineer from 0→1 to enterprise-scale data platform.
Read case study →
OddsJam
AcquiredTechnical due diligence that unlocked acquisition by Gambling.com.
Read case study →“Aravind is in the top 1% of engineers I've hired. He supported us from $100K to $5M ARR, keeping us shipping through crazy growth and investor scrutiny.”
AI Integration FAQs
How does HyperNest help with ai integration?
AI engineers who've shipped LLM features to millions of users. We bring hands-on experience from helping companies like Rupa Health, OddsJam, and Dromo navigate similar challenges.
What's the typical timeline for ai integration?
Timeline varies based on scope, but most ai integration engagements see meaningful progress within 4-8 weeks. We start shipping value from week one while building toward larger goals.
Do I need a fractional CTO or founding engineers for ai integration?
It depends on your needs. Fractional CTOs provide strategic direction and leadership, while founding engineers provide hands-on execution. Many clients start with a fractional CTO to set direction, then add engineers as needed.
How quickly can you start on a ai integration project?
We can typically begin within 1-2 weeks of signing. We start with a technical discovery session to understand your specific situation before diving in.
What makes HyperNest different for ai integration?
Unlike agencies or freelancers, we embed as founding team members with outcome ownership. We've navigated ai integration at companies that successfully raised and exited, so we bring pattern recognition you won't find elsewhere.
Other Solutions
MVP Development
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Technical Due Diligence
Prepare your codebase and engineering org for investor or acquirer technical rev...
Scale Engineering Team
Grow from 3 to 30 engineers without losing velocity or culture....
CTO Replacement
Bridge the gap when your CTO leaves or you're between technical leaders....
Security & Compliance
Achieve SOC 2, HIPAA, or PCI compliance with security-first engineering....
Legacy Modernization
Migrate from monoliths to modern architecture without stopping the business....
Platform Reliability
Stop firefighting and build observable, reliable, performant systems....
Hire Founding Engineers
Add senior engineers who ship like your first 5 hires—with outcome ownership, no...
First Engineer Hire
Get your first engineering hire right—or bridge the gap until you find the perfe...
Technical Co-founder Replacement
Fill the technical co-founder gap without giving up equity or waiting months to ...
Mobile App Development
Ship production iOS and mobile apps from scratch—privacy-first, offline-capable,...
AI Product Development
Build AI-first products—from document parsing to automated workflows—with produc...
VAPT & Penetration Testing
Comprehensive vulnerability assessment and penetration testing to secure your pl...
Post-Cyberattack Recovery
Recover from security breaches and rebuild your platform with bulletproof securi...
Ready to tackle ai integration?
Let's discuss your specific challenges and how we can help.