adBrain designs, builds, and deploys private, enterprise-grade generative AI on open-source foundations: a knowledge assistant that answers from your own information, with the enterprise controls a real deployment needs. It is tailored to your organisation, run inside your environment, and handed over with the source code and the right to modify it.
The problem this expertise solves
Your teams’ knowledge is scattered across the systems they work in every day, and finding the right answer costs hours. Public AI tools are capable, but they know nothing about your business. Pasting confidential material into them is a risk you can’t take.
We close that gap by standing up a private assistant that is grounded in your own information, stays inside your network, and is governed by your own rules. It is built for your situation rather than sold off the shelf.
Built on open source, and yours to run
We start from mature, permissively-licensed open-source AI components (code that is available to anyone, auditable by a worldwide community, and free of proprietary lock-in), then apply our engineering to turn them into a production-grade deployment for you.
That choice matters commercially: no dependence on a single vendor’s roadmap, a codebase your own engineers can read, and the freedom to change it. We deliver the working system and grant you the source code with the free right to modify it for your own use (you simply may not sublicense it to third parties). What we hand over is yours to run, adapt, and keep, with or without us.
What we can build for you
These are standard enterprise-AI capability areas our team is fluent in and can implement, sized to your needs. They are engineering expertise applied to your deployment.
- Grounded knowledge assistants that answer from your own documents and systems, with the supporting sources shown, so people can trust and verify what the assistant says.
- Enterprise access control: single sign-on with your existing identity provider, plus fine-grained, attribute-aware permissions so people (and agents) only ever see what they are allowed to see, mirroring the permissions of your source systems.
- Audit and accountability, a durable, tamper-evident record of what was asked and returned, to support your compliance and security obligations.
- Central administration for assistants, models, and settings across the organisation from one place, with the ability to route across multiple model providers or run models locally.
- Cost visibility and control: usage budgets and spend reporting so AI stays affordable and attributable as adoption grows.
- Connection to your existing systems, with secure integration to the tools where your knowledge already lives, kept in sync as content changes.
We scope which of these you need, build them on the open-source base, and integrate them into your environment.
Deployed where your data lives
We deliver into your own infrastructure, whether on-premises, your private cloud, or a hybrid of the two, so your data and your models stay inside your perimeter. Each deployment includes the infrastructure setup, encryption in transit and at rest, containerised services, scaling support, and a backup and recovery plan. See Deployment & Ownership for the delivery and licence model that applies across all our work.
The expertise behind this
This page describes one application of adBrain’s expertise. The fuller detail is set out in our capability documents: generative AI & LLM engineering, knowledge & retrieval engineering, and the foundations of secure & governed AI and deployment on open source. We are not tied to any single open-source project. As better foundations mature, we build on them within the same deploy-in-your-environment, owned-by-you model.
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