PRODUCT POSSIBILITIES / BY TOMATRIX

A better way
to imagine
what’s next.

From agents that coordinate work to software that understands the physical world. Explore what a useful product could look like—and how to start.

52 PROPOSED CONCEPTS · 6 TECHNOLOGY AREAS
Conceptual architectural model of a connected industrial campus with a glass digital twinTOMATRIX / A STUDY IN PHYSICAL & DIGITAL

The product possibilities library

Find the right kind
of possibility.

52 proposed concepts across six technology areas. Each includes a workflow, technical approach, integration needs and a realistic first pilot.

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5 concepts

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AI-generated concept: An agent operations screen with research, preparation, human review and supporting sources.
AI-GENERATED CONCEPT

Agents & workflows

Agent workspace

A team of capabilities. One accountable workflow.

A request can require research, planning and system updates, with context lost at each handoff. A coordinated workspace prepares the contributions together and makes the next decision visible.

CRM or project toolApproved document storeIdentity provider
Prototype candidateCross-sector
AI-generated concept: An evidence review screen connecting claims to supporting and conflicting passages.
AI-GENERATED CONCEPT

Knowledge & reasoning

Research with evidence

From a question to a brief you can inspect.

Useful research requires checking what a source actually supports. A research workspace can gather approved material, connect claims to passages and separate facts from open questions.

Knowledge repositorySearch providerDocument export
Prototype candidateCross-sector
AI-generated concept: A knowledge map linking project decisions, documents and access permissions.
AI-GENERATED CONCEPT

Knowledge & reasoning

Connected knowledge map

Find the relationship, not just the document.

A keyword search can miss how a decision, customer or system relates to the rest of the organisation. A knowledge map makes these relationships available for exploration with their evidence.

Internal wikiDocument libraryProject database
Feasibility firstCross-sector
AI-generated concept: An engineering workstation displaying an evaluation matrix and execution traces.
AI-GENERATED CONCEPT

Agents & workflows

AI evaluation studio

Know what changed before you release it.

A prompt change can fix one example and break another. A repeatable evaluation workspace makes those tradeoffs visible before a new model or workflow reaches users.

Model providersCI pipelineObservability stack
Prototype candidateCross-sector
AI-generated concept: Modular network connectors representing permission-scoped system integrations.
AI-GENERATED CONCEPT

Agents & workflows

Agent integration gateway

Connect capabilities with clear permissions.

An agent is useful only when it can access the right capability safely. A gateway makes tools discoverable while keeping identity, action scope and review boundaries explicit.

Identity providerBusiness APIsAgent runtimes
Feasibility firstCross-sector

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These are opportunities to explore with Tomatrix, not a catalogue of released software. Technology fit, data access, delivery scope and sector requirements are assessed together.

A little direction goes a long way

What could you
build next?

Start with the work you want to improve. Explore a few relevant concepts and what it would take to test one.

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Curiosity.
With a source behind it.

Our technology radar connects these concepts to published engineering patterns and current platform capabilities. It also makes the limits and unanswered questions visible.

Explore the researchSee two complete interface studies
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