Goalia Labs is a small, senior team that puts AI into production against a named business metric, fast, at a published price, with you owning the code from day one. Not a consultancy. A lab.
Track record built by our founding team prior to Goalia Labs, now delivered under this model.
The gap is not ambition or ideas, it is delivery. Three forces keep it open.
Senior AI talent is slow and expensive to hire. Teams fall months behind plan, and the board keeps seeing the same roadmap slide with no live system behind it.
Most AI work stalls as demos, proofs of concept, and notebooks. No live traffic, no KPI moved, no audit trail. Impressive in a meeting, nothing in operations.
A productized delivery unit at a published price, on a fixed clock. It ships one production agent in four to six weeks, then keeps shipping a new use case roughly every month.
Two or three senior humans at the edges, a fleet of AI agents in the middle handling code, evaluation, testing, and documentation under human direction. That is how a small team ships on a weekly cadence.
A qualifying conversation with an AI Architect. You leave with a one-page fit memo.
Intake, data and systems mapping, architecture draft. Output: a pilot statement of work.
A 2 to 3 person pod ships one production agent or workflow. Output: a live agent plus its evaluation harness.
The same pod ships a new use case every 3 to 4 weeks, with an SLA on every live agent.
Every engagement opens with a named KPI the agent will move. No number, no build.
Prototypes and demos do not count. Live traffic, your authentication, observability on.
Traces, inputs, outputs, latency, cost, and task success. Your audit trail and our feedback loop.
Non-production weekly, production every two to three weeks during the pilot. Measured and published.
Humans steer during working hours; agents run approved tasks overnight. Each morning starts with reviewed output.
Code, prompts, evaluation data, and infrastructure config are yours from the first commit. When the pod leaves, the agent stays.
Across banking, insurance, agriculture, healthcare, industry, and the public sector. A few of the numbers our founding team has shipped, prior to and now continuing under Goalia Labs.
Small senior teams with agents in the middle, delivering production AI as continuous execution. The biggest names converged on it independently. We deliver it as an independent team: faster, transparent, and with no platform lock-in.
"An FDU isn't a person; it's a pod. Humans at the edges with a digital workforce of specialized agents in the middle." A six-person pod doing the work of a 30-person team.
The first subscription model for AI-powered engineering: agentic AI supervised by senior experts, matching the output of a high-performance team.
A top strategy firm naming "AI Pods as a Service" as an emerging category: modular, scalable, built for speed, a break from billing by the hour.
You should not have to book a meeting to find out whether we fit your budget. Tokens and tooling are included. The discovery fee is credited toward your pilot.
30 minutes with an AI Architect. One-page fit memo included.
One week. Credited toward your pilot. Output: a pilot statement of work.
4 to 6 weeks. One production agent, live, with its evaluation harness. Scoped on systems to integrate, data readiness, and regulatory surface.
A new use case every 3 to 4 weeks, SLA on live agents. 3-month minimum. SLA terms defined per engagement in the retained agreement.
Regulated engagements (healthcare, financial services) start from EUR 75k to cover compliance, security review, and audit overhead.
Two founders who own architecture and review on every engagement, as the pod grows around them.
10+ years in AI and data engineering. Turns business strategy into production-grade ML and GenAI platforms, has led MLOps units of up to 15 engineers, and published research on LLM safety. Bridges C-suite vision with technical execution.
6 years in MLOps and product strategy. Owns model lifecycles end-to-end and shapes data-driven roadmaps with stakeholders. Has delivered production ML platforms and GenAI assistants across multiple industries.
Book a 30-minute fit call with an AI Architect. Free, with a one-page fit memo included. Bring one use case and the number you want to move.
Book a fit call