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Human expertise amplified by a proprietary AI-native delivery system

We combine experienced product, design, and engineering teams with Ground Truth, our proprietary platform for AI-native delivery, to help companies define, build, and scale complex digital products.

Clutch★★★★★
Trusted by:
MasterClassBrightwheelBetterUpGoogleSalesforceSonyEpsonDoor SpaceGlob PartnersMasterClassBrightwheelBetterUpGoogleSalesforceSonyEpsonDoor SpaceGlob Partners
Our clients are backed by:
AccelNEAGreylockBlackRockBaillie GiffordBessemerGeneral AtlanticInsight PartnersLightspeedSequoiaAccelNEAGreylockBlackRockBaillie GiffordBessemerGeneral AtlanticInsight PartnersLightspeedSequoia

AI capabilities

We build production-grade AI products

From data pipelines and models to production systems built for real-world use

AI matters when it’s connected to the right product strategy, UX, data infrastructure, and engineering. That connection is what takes it from a promising idea to something running in production: voice interfaces, autonomous agents, retrieval over your own data, and computer vision, all built to hold up under everyday use.

When your product needs to…We buildBusiness outcome
Answer questions from your own documents and data
Retrieval over your knowledge, with citations and evals
Trustworthy answers, grounded in your sources
Automate work that still runs on people and spreadsheets
Agents with guardrails, human review, and an audit trail
Operations that run on their own, with people deciding where it matters
Turn scattered business knowledge into something you can build from
A Ground Truth: decisions, rules, and context, validated and kept current
One source of truth for people and agents
Ship AI features without breaking what already works
Evals, guardrails, and observability around every AI capability
AI in production, with quality you can measure

Our approach

From business intent to production, in one connected system.

Our proprietary system keeps business context, decisions, execution, and verification connected as the product evolves.

01 · Business intent

Define the business outcome, user needs, constraints, and key decisions.

02 · Ground Truth

The living system behind delivery. It consolidates product context, business decisions, and technical knowledge in one single place.

03 · Multi-agent orchestration

Our specialized agents use the Ground Truth to plan, build, test, and verify work in parallel.

Production software

Working software running on your business logic and validated for real-world use.

See the full method

Ground Truth turns years of business decisions into a living system teams can interact with, use to make decisions, and build from.

What makes us different?

Judgment

15 years of experience behind every project

Every project we’ve delivered left something behind: a decision, a standard, a lesson. +15 years of it now lives inside Ground Truth, the platform we use to turn that roadmap into production reality.

The more execution automates, the more this matters
Direction

Product discipline

Definition, validation, and continuous learning keep the work focused on what we should build and whether it’s working.

We measure progress and apply what we learn to the next project
Leverage

A system that gets better with every project

Ground Truth, specialized agents, and verification capture what we learn and make it useful across projects.

Each project improves how we work on the next one

Three ways to start

Start where your needs are

01

AI / Design Discovery

A short, focused sprint: auditing, scoping, and prototyping. A validated plan before committing to a full build.

Best fit: you have a direction but need it stress-tested before you spend on a build.
02

AI-Native Product Delivery

Our end-to-end model, start to finish: Ground Truth, specs, agents and human review, verification, and a system that keeps improving after launch.

Best fit: you know what you’re building and want a team that owns the outcome.
03

AI-Accelerated Staff Augmentation

Experienced engineers embedded in your team, using AI tools and Rootstrap practices to increase execution capacity without lowering the quality bar.

Best fit: you have the roadmap and need more senior hands executing it.

We partner with teams building software that matters.

Growth-stage SaaS companies

Series B–D teams scaling product infrastructure without losing product discipline.

Enterprise product organizations

Internal platforms, AI initiatives, and modernization efforts that need production-grade accountability.

Mission-driven innovators

Teams building high-impact digital platforms where thousands of decisions need to stay coherent over time.

750+
Digital products launched
15+
Years building production software
180+
Engineers, designers & product experts
5+
Partnerships with unicorn startups

Let’s Build What’s Next

Whether you’re scaling a platform, launching a new product, or bringing AI into production, Rootstrap can help your team move faster with confidence.