AI agents · Custom software · Secure data pipelines
Groundtruth builds and runs the AI agents, custom software, and data pipelines that hold up when they meet the real world — and goes as deep as the work demands.
FIELD 01–03 · What we do
Agents that do the work — designed, built, evaluated, and run in production. We wire autonomous and assistive agents into your real tools and data, then keep them reliable once they’re live.
Custom builds and AI woven into the products, sites, and systems you already run — including commercial and marketing-site optimization. Whatever the stack, we make it fit and make it perform.
The plumbing your AI and analytics depend on, built secure and privacy-first. Clean, governed data flowing to the right place — with the controls to prove it.
Where we go deep
The work below is illustrative, not the whole story. Audio and mapping are two domains we’ve taken to production — the same discipline applies wherever a noisy, real-world signal has to become a verified, usable answer.
Example · Audio
Example · Mapping
Selected work
An ingestion-to-search pipeline that tags every frame and lets users find any moment in plain language — turning raw video archives into a queryable index.
An end-to-end customer support agent that resolves real tickets, adapts to each account, and gets sharper from every conversation it closes.
Orchestrated Airflow data pipelines with model-driven scoring and routing, so every record takes the right path automatically — observable and dependable at scale.
The practice
Groundtruth fields senior, multi-disciplinary teams across AI, systems, and signal engineering — embedded alongside the people who own the problem. We ship production systems at scale, not prototypes and not a deck of promises.
The name is a commitment. Every model, map, and system we build is held to a verified reference. If it can’t be checked against reality, it isn’t done.
FIELD 04 — Start here
Send the workflow, data shape, and constraints. We’ll tell you whether we’re a fit and where the risks are.
Get a concise PDF overview of what Groundtruth builds, with focus areas, process, and engagement types.
Use this if you already know the problem and want help turning it into a build plan, estimate, or roadmap.
FAQ
Groundtruth builds and runs AI agents, custom software and AI integrations, and secure, privacy-friendly data pipelines. We work as embedded, senior teams and go as deep as a problem demands — and we verify results against reality rather than shipping on faith.
Autonomous and assistive agents wired into your real tools and data — tool-using and retrieval agents, with evaluation harnesses and guardrails. We don’t stop at a demo: we deploy agents to production and keep them reliable in operation.
Yes. Most of our work integrates AI and custom software into products, sites, and systems that already exist, rather than replacing them. That includes commercial and marketing-site optimization — improving performance, conversion, and how a site is understood by search and AI engines.
Our data pipelines are built secure and privacy-first: clean, governed data flowing to the right place, with access controls and the auditability to prove it. Privacy and security are design constraints from the start, not a review at the end.
No. Audio and mapping are two domains we’ve taken to production and use as examples of how deep we can go. The same discipline — turning a noisy, real-world signal into a verified, usable answer — applies across domains, and most engagements are AI, software, and data work outside those two fields.
The measured, verified reality a model is judged against. In mapping, it’s the survey on the ground that calibrates what the sensor sees. In machine learning, it’s the correct answer the system is held to. We build toward it on purpose.
Email contact@groundtruth-labs.com with the problem, the constraints, and the deadline. We’ll tell you honestly whether we’re the right team for it.
Get your bearings
Send the problem, the constraints, and the deadline. We’ll tell you honestly whether we’re the right team for it.
info@groundtruth-labs.comground truth /noun/
The measured, verified reality a model is judged against. In mapping, it’s the survey on the ground that calibrates what the sensor sees. In machine learning, it’s the correct answer the system is held to. We build toward it on purpose.