AI Engineering for B2B SaaS

Your Competitors
Just Shipped AI.
You're Still Hiring.

Get a Free AI Teardown

I help B2B SaaS companies ship production AI features in 6 weeks. No $300K hire. No 6-month timeline. Just working code in your codebase.

Proven Execution

Rose Rocket — Longest client. 4 AI systems.

ContactMonkey — Shipped in 10 weeks.

You know
you need AI.

Your engineers are good. But AI isn't their specialty. You just can't execute fast enough.

Failed Attempts

  • Prototyped with OpenAI

    Works 70% of the time. Fails 30% of the time. Cannot be shipped.

  • Off-the-shelf tools

    Don't fit your use case. Feel generic. Break your UX.

  • Hiring an ML engineer

    $300K+ salary. 3-6 months to find. 2-3 months to onboard.

  • Talked to agencies

    They gave you a strategy deck. You needed working code.

Meanwhile

  • Competitor launched AI chat
  • Biggest customer asked for AI
  • Board wants 'AI roadmap' next Q

You don't need more strategy.

YOU NEED SOMEONE WHO CAN BUILD.

The Target State

Ship Production AI
In 6 Weeks.

Imagine this scenario:

  • Your AI feature is live. Handling real users. Actually working.

  • Your engineers understand how it works. They can maintain it.

  • Your sales team is demoing it to prospects. It's a differentiator now.

  • Your board is happy. 'AI roadmap' checkbox is done.

You didn't hire a $300K engineer.
You didn't wait 6 months.

That's what this looks like when it works.

A Senior AI Engineer
Plugged In For 6 Weeks

8 years building production AI systems. Not prototypes. Not demos. Systems that handle real traffic, real edge cases, real users.

  • Free

    Free AI Teardown

    30-45 min video analyzing your product. Where to add AI. What to build first. Competitor analysis. No pitch. Just clarity.

  • $5K

    Quick Win

    Pick one AI problem. Solved in one week. Working deliverable. Lowest-risk way to test execution.

  • $50–75K

    Implementation Sprint

    6 weeks to production. Architecture, implementation, evals, deployment, handoff. Code in your repo from day one.

  • Optional
    $15–20K/mo

    Fractional Lead

    Stay on as AI lead. New features, maintenance, team building. Head of AI benefits without $300K salary.

Everything to ship.
Nothing you don't.

  • Production AI System

    In your codebase. Handling real users.

  • Evaluation Framework

    300+ automated tests. Catch breaks early.

  • Architecture Docs

    Team can maintain and extend without me.

  • Team Training

    2 sessions for engineering handoff.

  • 30-Day Support

    Post-launch bugs and tuning handled.

Implementation Timeline

  • W1Architecture + Setup
  • W2–4Build + Integration
  • W5–6Deploy + Handoff

Execution Evidence

I've done this before.

Rose Rocket

LONGEST-RUNNING CLIENT · STARTUP → 200 EMP

Rose Rocket logo

Built 4 production AI systems as the company scaled from startup to 200 employees. Hands-on architecture, design, and code.

System: TED

AI email processing. 300+ automated evaluations per message. Handles edge cases that break most implementations.

System: Rocky

AI agent with multi-type memory architecture. Production-grade. Still running.

System: Rosie Record

Chat-based AI assistant for logistics operations.

System: Databot

OCR extraction and structured data creator for document processing.

ContactMonkey

10 HR/WK CONTRACT

ContactMonkey logo

Built their first AI feature on a fractional basis. Their team now maintains it entirely without me.

10 Weeks to Prod

Shipped to production in 10 weeks. Launched successfully at a 1,000-attendee webinar.

You're Probably
Wondering…

FAQ & Objections

This is for you if…

  • B2B SaaS with working product (not pre-product)
  • Raised funding or profitable (have budget)
  • Have engineers, no dedicated AI/ML person
  • Need AI features to stay competitive
  • Want working code, not strategy decks
  • Can make decisions fast (48h on blockers)

NOT for you if…

  • AI IS your product (already an AI company)
  • Pre-revenue figuring out PMF
  • Want the cheapest option available
  • Have a 6-month procurement process
  • Want someone to 'figure out AI' with no direction

Operating Expectations

Required from you

  • Primary point of contact (CTO/VP Eng)
  • Access to codebase, data, infrastructure (NDA signed)
  • Decisions within 48 hours on blockers
  • 1 hour/week with key stakeholder

Delivered by me

  • Weekly written updates (status, next, blockers)
  • All code in your repo from day one
  • Direct Slack/email access during business hours
  • Honest assessment when things aren't working

Payment Terms

50% Upfront

50% Midpoint

10% Discount for full prepayment

Your Competitors
Aren't Waiting.

Every week you delay, someone else ships. Your customers notice. Your board notices. Get a free AI teardown. No pitch. No commitment. Just clarity on what's possible.

GET YOUR FREE AI TEARDOWN
Or email directly:hi@animanovalabs.com