Production AI · 2–4 weeks

Ship production AI on the stack you already run.

I help DTC and B2B SaaS teams ship chatbots, knowledge-base RAG, and workflow automation—without rebuilding your product. Fixed-scope pilots. Clear handoff. Measurable outcomes.

Pilots from $2,500 Retainer $1,500–$3,000 / mo [email protected]
Focus: support · docs RAG · ops automation Stack-agnostic: Next.js, Python, your APIs
2–4 wks

Typical pilot to first production surface

placeholder · replace with your metric
1 surface

One high-ROI workflow per pilot—expand after proof

scope discipline · not a rewrite
Handoff

Docs, logging, and a runbook your team can own

no black-box lock-in
Services

Three ways I ship AI into your product

Narrow scope. Production handoff. No rebuild of your stack—and no fake client logos here. Results go up when you have them.

Customer support copilots

Deflect repetitive tickets with a chatbot or agent-assist layer on your help center and CRM.

  • Help-center + ticket context
  • Escalation rules & tone controls
  • Deflection & CSAT tracking hooks

Knowledge-base RAG

Retrieve-then-generate over docs, FAQs, and SOPs—with evals, monitoring, and safe fallbacks.

  • Chunking & retrieval tuned to your corpus
  • Citations & refusal when unsure
  • Eval set + regression checks

Workflow automation

LLM steps inside order, ticket, and CRM flows—validated against your APIs before go-live.

  • API-first integration
  • Human-in-the-loop where needed
  • Logging & replay for debugging
Process

How a pilot actually runs

A short pilot first. Expand only after you see results in production.

01 · DAYS 1–2

Scope & audit

Map docs, APIs, and the one surface with the best ROI. Lock acceptance criteria.

02 · WEEK 1

Build the pilot

Wire retrieval or automation into your existing stack—Next.js, Python, or yours.

03 · WEEK 2–3

Harden & eval

Evals, edge cases, rate limits, logging. Fix what real traffic would break.

04 · HANDOFF

Ship & own

Docs, runbook, and monitoring so your team runs it without me in the loop.

Proof

Demo & metrics (coming soon)

No invented case studies. Add your live demo and numbers here once ready.

Live demo placeholder Drop in a public demo URL and a 60-second walkthrough when you have them. [Demo link] · [60s video]
RAG Q&A Support copilot Your stack
Case metrics placeholder e.g. response time ↓ · ticket deflection ↑ · handle time ↓ Before / after · sample size · date
Pricing

Sample pilot pricing

Transparent ranges so you can decide fast. Final quote after a short scoping call.

Hourly

Exploration & overflow work

$50–80 / hour
  • Flexible exploration
  • Integrations & debugging
  • Weekly written updates
Ask about hourly

Retainer

Keep improving after launch

$1,500–3,000 / month
  • Ongoing improvements
  • Eval & prompt tuning
  • Priority support window
Discuss retainer

Ready for a 15–20 min look?

Email [email protected] — say what stack you run and which workflow hurts most.

Email [email protected]
FAQ

Common questions

Straight answers before you book a call.

Do I need to rebuild my stack?
No. Pilots plug into what you already run—APIs, help center, CRM, or app backend. The goal is a production feature, not a greenfield rewrite.
What does a typical pilot include?
One scoped surface (e.g. docs RAG or support copilot), integration against your APIs, basic evals/logging, and a handoff pack so your team can operate it.
How fast can we start?
After a 15–20 min scoping call and a signed brief with acceptance criteria. Many pilots start within a week of deposit.
Who owns the code and models?
You own the project artifacts delivered under the engagement. Model API keys stay in your accounts; I don’t hold long-term custody of your data.
Is this a guarantee of revenue or ticket deflection?
No. Outcomes depend on your data quality, traffic, and process. I commit to scoped delivery and measurable instrumentation—not fabricated case studies.
Book a 20-min call Get a quote