Technology

The tooling behind every outcome we deliver.

We don't sell you a platform. We solve your problem, using Infinity Data AI's capability as our tooling. Streem AI is Infinity's exclusive South African go-to-market partner.

The full stack, from execution down.

Start with the decision at the top, then work down to the data it needs. Most AI programmes build from the bottom up and run out of road in the middle. Here's what each layer means in a real business.

LayerWhat it doesWhat it looks like

Execution layer

5

Decisions and outcomes

Where a decision gets made, acted on and measured

Where is our cash across the group, and is it working hard enough?

4

People and AI together

AI proposes, a named person approves, and everything is recorded

An agent drafts the supplier follow-up. The procurement lead signs it off.

3

The AI models

The models you choose, run inside your boundaries

Your choice of model, run locally or through a provider you trust.

Context layer

2

Your business, written down

What things mean, how they relate and the rules that apply

What counts as an active store, a stock-out and a loyal customer, agreed once and used everywhere.

Infrastructure and data

1

Your systems and data

What you already run, connected without changing it

Your ERP, point of sale and spreadsheets, connected read-only.

Governance and lineage run through every layer

One capability, run your way.

Run it as a service and get the outcome without the overhead, or host it yourself behind your own firewall.

A food wholesaler ran 52 separate store systems. We modelled them in a week.

  • Hosting, your choiceWe host, run and maintain it for you, or it runs in your own environment with us supporting it.
  • Your IP protectedYour data and intellectual property are protected whichever way you host it.
  • Security and governanceWe manage the security posture and governance frameworks with you, including POPIA.
  • Works with what you useBuild on it however you like: Copilot, a WhatsApp or mobile app, an agent, or your own systems.

The words we use, in plain English.

The technology comes with a lot of jargon. Here are the words that matter, and how to say them in a meeting.

Context layer

Also called the semantic layer. It holds what your business means: what things are, how they relate and the rules that apply. AI reads it before it answers.

AI can't read heads. This gives it your definitions, so it stops guessing.

Ontology

A written-down map of what things are in your business and how they relate.

It's the knowledge in your best people's heads, written down so a machine can use it.

Lineage

The trail from an answer back to its source, the rule applied and what changed.

Every number can show where it came from.

Governance

Agreed rules on who can see what and how data may be used, carried with the data.

The rules travel with the data, so audit evidence comes as a by-product.

Grounded answer

An answer built from your own definitions that shows its evidence.

If it can't find the evidence, it says so.

AI agent

Software that does a piece of work inside rules you set.

Agents do the legwork. A person signs it off.

Human in the loop

AI proposes, a named person decides, and both are recorded.

The AI proposes. Your people decide.

Closed-loop decision

A decision whose result feeds straight back into the next one.

Decide, act, measure, learn. Then do it again, faster.

What's live today, and what's next.

We'd rather tell you straight than oversell.

  • Enterprise Knowledge ModelOne governed model of your business meaning, with lineage and data quality built in. Live
  • Plain-language answersQuestions answered from your own definitions, with the source attached. Live
  • Connect what you haveRead-only connectors to your existing systems, without re-platforming. Live
  • Governed agentsAgents that work as supervised cases. Customer-built agents run with design partners. Live with design partners
  • Wider agent rolloutSelf-serve agent deployment and real-time agent connections. On the roadmap

Why Streem and Infinity.

  • Infinity Data AIOwns and licenses the capability. Builds and runs the technology.
  • Streem AIExclusive South African go-to-market partner. Uses the capability as tooling to build your solutions and deliver the outcome.
  • Support close to youDelivery and support from our teams in Johannesburg and Cape Town.
  • Yours to keepThe meaning, rules and definitions we write down belong to you.

Want to see it on your own data?

Start with one decision. We'll show you what the capability does with it.