Founder-led AI engineering

We ship features.
Not proposals.

The big firms sell you discovery phases and Q4 timelines. Generic dev shops sell you cheap and slow. We're a small, senior, AI-native engineering team that ships in weeks. From AI audits to production AI features to web and mobile apps — engineering-led, founder-served, no consulting layer in between.

You have an AI feature on the roadmap. Three places to take it. Two of them have been failing teams like yours for years.

Option A

The big consultancy

  • Pitches a 12-week discovery phase
  • Partners sell, juniors execute
  • Procurement, legal, change orders
  • Quarter-long timelines, six-figure minimums
Creator Labs

The engineering team you'd hire

  • Senior on every call. Senior on every commit
  • Founder-led, not partner-led
  • Fixed scope, fixed price, in Slack
  • Weeks to production, not quarters
Option B

The generic dev shop

  • Cheap, but learning AI on your dime
  • Ten people on a chat with junior PMs
  • Boilerplate code, no AI evals or rigor
  • Cheap up front, expensive in production

Four ways to engage. Pick the one that fits where you are. We can always expand from there.

01

AI Audit

We assess your product, ops, and tech for AI opportunities and risks. You walk away with a prioritized roadmap, ROI estimates, and a clear next move. The fastest way to know what's worth building.

1 week fixed price
02

AI Build

Production AI features in your stack. RAG, agents, copilots, evals. From prototype to deployed in weeks — not the quarters most teams take.

2–6 weeks fixed scope
03

Web & Mobile Apps

Full product builds. AI-native by default — copilots, automations, intelligent UX woven through. Modern stack, production deploy, clean handoff.

4–12 weeks fixed price
04

Fractional Engineering

We embed with your team as the engineering capacity you can't hire fast enough. Senior engineers, not juniors. Weekly velocity. Outcome-aligned.

Ongoing monthly retainer

Senior engineering depth across the AI stack — and the modern web and mobile foundations to ship it on.

AI audits & opportunity mapping

Roadmaps, ROI projections, build-vs-buy calls.

RAG, agents & AI implementation

Copilots, search, multi-step automations.

Web apps

Next.js, React, your stack — AI-native by default.

Mobile apps

React Native, native iOS & Android when needed.

Evals & AI reliability

Measure what's deployed, before customers do.

AI dev tooling rollouts

Claude Code, Cursor, internal AI workflows.

No consulting layer

You talk to the engineers building it. No partners selling, no account managers translating, no junior teams executing. Senior on every call. Senior on every commit.

Founder-led, not partner-led

Decisions in Slack, not steering committees. Scope changes in an afternoon, not a change order. The way startup CTOs actually want to work.

Weeks, not quarters

Fixed scope, fixed price, fixed timeline. No discovery phase to bill, no T&M slop, no procurement theater. We start Monday and ship by month-end.

Your stack, not our platform

We don't sell migrations to a proprietary platform. Python, TypeScript, your model providers, your infra. We ship inside what you already run — and leave you with code you own.

Most engagements close on the first call. Here's what happens once you reach out.

01 · DAY 0

Discovery call

30 minutes. We understand the goal, constraints, and what success looks like. No deck.

02 · DAY 1–2

Scope & quote

You get a fixed scope, fixed timeline, fixed price within 48 hours — or an honest "not a fit."

03 · WEEK 1

Build starts

Shared Slack, shared repo. Daily progress, weekly demos. You see what we're building as we build it.

04 · WEEKS 2–6

Ship to production

Deployed in your stack. Evals, monitoring, docs, handoff. Code you own. Zero lock-in.

Two founders, both hands-on. The people scoping your project are the same people building it.

Founder & CEO

Sahil Singh

GTM and growth operator who's built and scaled go-to-market motions across SaaS startups and consulting. Previously VP at FieldCircle, ex co-founder, with a decade-plus running sales, business development, and partnerships at the intersection of technology and revenue.

Founder & CTO

Vaibhav Verma

IIT Bombay engineer with deep experience building and scaling AI-native products. Previously CTO-track at Salesken, leading engineering on production AI systems. Spans architecture, ML, and the messy work of taking AI from prototype to production.

What does this cost?

Audits start in the low five figures. Build engagements scale with scope and timeline. We quote fixed prices on every engagement after the first call — no T&M, no surprises. If it's not a fit, we'll tell you on the call.

How fast can you actually start?

Audits typically begin within a week of the first call. Build engagements within 1–2 weeks. Fractional engagements within 2 weeks. We don't run waitlists — if we can't start fast, we'll say so up front.

What stack do you work in?

We meet you where you are. Python, TypeScript, Node, Go, Next.js, React, React Native. For AI: Anthropic, OpenAI, Vercel AI SDK, LangChain when warranted, custom orchestration when not. We don't sell migrations or proprietary platforms.

How is this different from hiring a freelancer?

Freelancers solve one problem, then disappear. We're a team that scopes, designs, builds, evals, deploys, and hands off — with senior engineering depth across the AI stack and accountability for outcomes, not hours.

Do we own the code?

Yes. Every engagement ends with full code ownership and no platform lock-in. You can extend it yourself, hand it to your team, or hand it to anyone else. We leave you better than we found you.

What if we don't know exactly what we want to build?

That's exactly what the AI Audit is for. One week, fixed price, you walk away with a prioritized roadmap and ROI estimates. No commitment to build with us afterward.

Let's build

Have something to ship?

Tell us about it. We'll come back in 48 hours with scope, timeline, and price — or tell you it's not a fit. Either way, you'll know more than you did before the call.