AI ENGINEERING COMPANY

Making AI Actually Useful.

For businesses figuring out where AI pays off, and startups building AI products. Our teams are lean and AI-augmented by default, billed against milestones you can test, not hours you can't audit.

Trusted by great companies.

  • Notary
  • ElephantCPA
  • Docbraces
  • Groundlight
  • Plannerd
  • GloFlow
  • Asana Rebel
WHY US

Not a consulting firm. Not staff aug. Not a dev shop.

Turnkey ownership of outcomes, from scoping the work to running it in production.

A single engineer figure standing at the seam where a SCOPE circle and a BUILD square overlap, illustrating that the same person scopes the work and ships the system.

Discovery and build, in one room.

Sprint 0 is run by the same people who write the production code after it. No handoff, no requirements drift.

On the left, an AI-augmented lean team rendered as one large accent-green node surrounded by four smaller nodes. On the right, a grid of muted grey dots labelled BENCH SHOPS, suggesting interchangeable seats.

Lean by design, augmented by AI.

Small teams keep context tight and decisions fast. AI in every workflow holds the throughput a much larger team would need, without the comms drift.

On the left, a trophy with a check mark labelled MILESTONES under a LEANWARE caption. On the right, a clock surrounded by dollar signs with a rising arrow, labelled TYPICAL SHOPS, suggesting hourly billing that grows over time.

Milestone-billed, not hourly.

You pay against shipped milestones you can test, not hours you can't audit. We are straight about what the work costs, with no change-order surprises once it is underway.

HOW WE COMPARE

Same question, different answers.

Five questions worth asking before you hire.

Question
Consulting firms
Staff aug marketplaces
Dev shops
Leanware AI Engineering Co.
The team scoping the work also builds it
Same hands, scoping to production
AI fluency on every seat
Baseline, not premium
Fixed commercial shape, no hourly billing
Fixed-bid common
Four fixed-scope offerings
We run the system in production
Managed agents included
You interview each engineer first
Marketplace standard
Replacement + buyout written in
RECENT WORK

What we built, and for whom.

MVP shipped within scope across iOS, Android, and web

Asana Rebel

A cross-platform React Native MVP built for Asana Rebel, the global fitness and wellbeing brand. The app (UnVape) helps users quit vaping through daily check-ins and progress tracking, fed by a Next.js web onboarding funnel.

Managed Custom AI Agents Read case study
80% reduction in time required for contract-related procedures

Canadian Orthodontic Partners

A treatment-contract generation platform for a network of orthodontic clinics across Canada. A 9-step workflow replaced the manual contract process; a separate CRM integration tied the consumer website to HubSpot and the practice-management system.

AI Product Engineering Read case study
Platform stabilized: session-drop defects eliminated, with notarization sessions running uninterrupted end to end

Notary.io

Notary.io came to Leanware frustrated with a previous team and a notarization platform that was unstable and running over budget. A lean, AI-augmented engineering team rebuilt session reliability, moved the infrastructure to Kubernetes, and brought engineering spend back under control.

Dedicated AI Engineering Teams Read case study
MVP shipped with planner, client, and admin role workflows in production

Plannerd

A web project management and collaboration platform for wedding planners and the clients they work with. Multi-role workflows for scheduling, billing, forms, decision-tracking, and guest and seating management, built as a full-stack MVP.

Dedicated AI Engineering Teams Read case study
TRACK RECORD
CLIENTS · CLUTCH VERIFIED

In their words.

Custom Software Dev for Cloud-based Solutions Provider

Leanware is transparent, and they’re very honest with the work that they do.

CM

Christopher Massood

Co-Founder & CEO, Elephant CPA

Wayne, New Jersey Clutch verified

Custom Software Dev for Computer Vision Startup

We trust their judgment because they are extremely reliable.

MV

Morgan Venable

Head of Product, Groundlight

Pacifica, California Clutch verified

Web, UX Design & Engineering for Wedding Project Mgmt Hub

Our experience has been extremely positive.

HR

Hannah Roze

Founder & CEO, Plannerd

Seattle, Washington Clutch verified

QUESTIONS

What people ask before they call.

What is an AI Engineering Company?

A firm that combines AI fluency (LLM orchestration, evaluation, observability) with conventional software engineering. These companies typically run with lean, AI-powered, senior teams that scope engagements and ship the production system without handoffs. Leanware is one.

How is AI engineering different from a traditional dev shop?

The same engineer designs prompts, picks models, writes glue code, and ships the production system. AI fluency is the baseline on every engagement, not a premium tier.

What does a Managed Custom AI Agent do for me?

It runs a specific workflow or task for your business (process invoices, enrich leads, triage support, review contracts). We build, deploy, run, and maintain it in production. You pay a monthly fee. We handle everything else.

What's the difference between AI Product Engineering and Dedicated AI Engineering Teams?

AI Product Engineering ships your AI product against testable milestones with a defined endpoint. Dedicated AI Engineering Teams is ongoing monthly capacity, AI-fluent by default. Builds with a defined endpoint use the first; ongoing capacity uses the second.

What do I leave the AI ROI Assessment with?

A ranked list of AI opportunities for your business with ROI projections and an AI implementation roadmap. Two weeks. Yours to keep, whether you build with us or not.

Who does Leanware work with?

Startups building an AI product, and businesses using AI to run more efficiently. On the startup side: founders and early-stage teams who need the product itself shipped. On the business side: operators automating workflows, or leaders mapping where AI pays off across the company. Not enterprise procurement. Not freelance staff aug.

READY?

Talk to someone who gets your business. And can build the solution.

Bring the problem you're working on. Leave with a clear next step.

Tell us what you're working on. Someone who understands the business and the engineering will reply with a clear next step.