
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.
PRODUCT POSSIBILITIES / BY TOMATRIX
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
TOMATRIX / A STUDY IN PHYSICAL & DIGITALThe product possibilities library
52 proposed concepts across six technology areas. Each includes a workflow, technical approach, integration needs and a realistic first pilot.
3 concepts
Compare (0/3) ↓
Agents & workflows
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.

Agents & workflows
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.

Agents & workflows
From an issue to a change ready for review.
Small maintenance requests can consume attention across investigation, implementation and verification. A bounded workbench prepares a change and its evidence for an engineer to assess.
SIDE BY SIDE
Compare up to three concepts before choosing where to start.
Use “Compare” on a concept to add it here.
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
Start with the work you want to improve. Explore a few relevant concepts and what it would take to test one.
Private, rule-based guidance.START WITH A FEASIBILITY CONVERSATION
Matched to your priority. Map the current work and available data before choosing a technology.
01VIN-linked campaign evidence. Repair readiness queue.
A relevant starting point · Feasibility firstReferral completeness checks. Source-linked missing items.
A relevant starting point · Feasibility firstPolicy-grounded guidance. Service request routing.
A relevant starting point · Feasibility firstInformed by what’s becoming possible
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