How we deliver
Real-time data infrastructure for AI
Most AI projects stall on data access. Getting your operational data into a form AI can use, securely, in real time, at scale, is the hard problem. We built our data infrastructure specifically for this.
Sub-second responses
Built for real-time AI interactions. LLMs need fast data access for conversational experiences, and we deliver sub-second query times even on large datasets.
Semantic layer
Data structured so LLMs can reason about it without complex prompts or raw SQL. Calculations, joins, and business logic handled automatically.
Fine-grained security
Row and column level access control. Each AI agent sees only what it should. Security policies enforced automatically on every query.
Connect to anything
Databases, ERPs, legacy systems, APIs, SaaS apps. We connect to your data where it lives.
Always current
Data syncs automatically. Your AI agents always work with up-to-date information, no stale caches, no manual refreshes.
Fully managed
Hosted on AWS, managed by us. You focus on building AI features, and we handle the infrastructure, scaling, and operations.
One half of the picture
The data platform gives AI real-time access to your operational data. The other half is expert knowledge, the experience and know-how that lives in your team's heads and scattered across your organisation. Our Knowledge AI infrastructure pulls it all together and delivers it through advanced retrieval.
When you combine live operational data with expert knowledge, AI agents become genuinely useful.
Not a product you buy separately
When you work with us, you get the infrastructure as part of the engagement. It's how we deliver fast, not a separate product to license and configure.
Companies have been running on our infrastructure since 2003. When we went all-in on AI four years ago, we built on foundations already proven at scale, then rebuilt them AI-first.
A permanent upgrade to your data
Once your operational data has a semantic layer, it doesn't just serve one AI project. It becomes queryable by any AI system, any agent, any model. That's a structural change in your business. Your data goes from being locked in your ERP to being a permanent, AI-ready asset.
Built for developers too
Software vendors can embed AI features via our APIs and SDKs. Web components, desktop components, conversational interfaces, ready to drop into your app.
But we recommend starting with a conversation about what you're trying to achieve. The technology is the easy part. Getting the data integration, knowledge capture, and AI design right is where we add most value.
Talk to us# Natural language queries
driver = ConversationalDataDriver(os.environ['TENANT'])
question="Give me the top 10 stores by revenue this year"
answer = await driver.get_answer(question)
print(f"The answer was: {answer.answer}")
print(f"From subject: {answer.subject}")
See it in action
The best way to understand what we do is to see it working with real data and real knowledge. Book a call and we'll show you.
Book a demo