Agentic applications at scale, with organisational guardrails

Luminafactory is the Tealslabs agent harness platform. Ship world-class AI into your products — and manage how AI is adopted across your organisation.

Harness as a Service

Build agentic applications at scale and at speed

The harness is already built for you. Luminafactory HaaS is how you add production-grade AI integrations to your applications — without assembling a pipeline from scratch.

A harness, not a chat wrapper

Registry, session, context, prompt, LLM factory, and events — a pipeline you can observe and operate.

Direct API for your product

Applications and API key profiles let consumer apps call agents with clear ownership and rotation.

Sandbox, then publish

Draft, test, and promote. Experiments stay safe until you are ready to go live.

Luminafactory agent harness pipeline
Registry → Session → Context → Prompt → LLM factory → Events.
Organisational AI adoption

Democratise AI usage with implemented guardrails

Give teams a way to use agents safely. Onboard organisational toolkits through Integrations — retrieval stores and tools your agents are allowed to use — under roles, models, and budgets you control.

One control plane

Members, roles, and organisation settings so AI usage is a managed capability, not a side project.

Attach what agents may use

Connect your data and tools. Agents only see what you attach. Credentials stay on the connection.

Usage you can see

Follow tokens and usage by application, agent, and model. Keep spend on Payments, not in a spreadsheet.

Product

See what Luminafactory includes

Agents, applications, keys, integrations, models, and analytics — in short, plain language.

Explore the product
Developers

Wire it into your application

Create an application, an API key profile, attach agents, then call the Direct API.

Developer path

Ready to put the harness to work?

Create a Luminafactory account and start from the portal.

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