AI agents · Audio DSP · Geospatial systems
Groundtruth builds the AI agents, systems, and custom software that hold up when they meet the real world — with deep specialization in audio and mapping.
ground 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.
FIELD 01–03 · What we do
Agents that do the work, not just answer questions. We design, build, and evaluate autonomous and assistive agents wired into your real tools and data — with the evaluation harness to prove they actually work.
Before the code, the map. We model how your operation actually runs, find where the work breaks, and design the systems and architecture that make the next ten years cheaper than the last.
Specialized engineering for the hard domains. Signal processing, spatial data, and the software that turns sound and geography into something you can act on — built to last and built to ship.
Where we go deep
Most teams treat audio and mapping as edge cases. We treat them as home ground. Both come down to the same discipline — turning a noisy real-world signal into a verified, usable answer.
Turning sound into a verified signal — real-time, multi-channel, and accountable at scale.
Turning geography into something you can query, route, and trust — from raw sensor to rendered tile.
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.
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.com