From raw data to running agents.
Brilworks is a Data & AI engineering firm. We build the data foundation and the AI that runs on it, or embed certified engineers in your team to keep it running.
Official technology partners
Company-wide vetted partner status, with Snowflake and Databricks certified engineers on every engagement.
Why this order matters
An AI agent is only as good as the data feeding it.
Most teams build the agent first. We build the foundation first. Because stale, duplicated, or unreliable data doesn't create intelligent agents. It creates confident mistakes.
Connect every source
Apps, APIs, files, legacy systems, and databases. Every byte captured, nothing left behind.
Pipelines you can trust
Cleaned, tested, scheduled, and monitored. The invisible layer every reliable AI system depends on.
A warehouse that answers
A single source of truth your team can query and your AI can rely on.
Agents that deliver
Production-ready AI built on trusted data. Reliable answers that hold up long after the demo.
However you need us
Build with us, or build with our people.
Two engagement models, one bar for quality. Most clients start with one and grow into the other.
We build
Fixed-scope projects
Whether it's a data platform, AI agent, or edge application, one team owns delivery from the first design review to deployment.
We staff
Certified engineers, in your team
Embed Snowflake- and Databricks-certified engineers into your team and scale delivery without the time and cost of recruiting.
What we build
From data foundation to running agent.
Reliable AI starts with the right foundation. We build every layer in sequence, so nothing downstream breaks. You own every deliverable.
Pipelines & warehousing
Ingestion, transformation, and a modeled warehouse your whole team can trust as one source of truth.
Quality & observability
Tests and monitoring that catch bad data before it ever reaches a dashboard or an agent.
Production AI, grounded on your data
Agents and LLM apps that answer from your trusted warehouse — not a generic model guessing.
Analytics & BI
One consistent view across your systems, so every team works from the same numbers.
Solutions by industry
Built for where your data lives.
Not generalists. Data & AI packaged around the pains and data shapes of a specific vertical.
Trusted by the people we work with
5.0 on Clutch, across 22 reviews.
“Great technical skills and exceptional communication. They adapted to our processes.”
“Incredibly professional, delivered on time, and proactive in their communication.”
“Transparent, responsive, delivered exactly what was scoped — no surprises.”
“Their team felt like an extension of ours. Highly recommend for any data project.”
“Fast turnaround without compromising quality. We'll definitely work with them again.”
“Great technical skills and exceptional communication. They adapted to our processes.”
“Incredibly professional, delivered on time, and proactive in their communication.”
“Transparent, responsive, delivered exactly what was scoped — no surprises.”
“Their team felt like an extension of ours. Highly recommend for any data project.”
“Fast turnaround without compromising quality. We'll definitely work with them again.”
The stack underneath
Everything around the data, too.
Pipelines and agents don't ship alone. We bring the product, cloud, and platform engineering that puts them in front of real users.
New — edge to cloud
Engineering at the edge
Embedded software and edge AI that capture data at the source and deliver it into secure, production-ready pipelines built for analytics and AI.
Explore edge & embedded →
Tell us what you're building.
Send us the problem — you'll get back a practical plan, not a sales pitch. Start a project, or bring our certified engineers onto your team.
