Agents that act.
Research, plan, build, verify: each function contributes to a mission defined with your team.
Meet the functions
A direction for intelligence
Intelligence
into action.
Agents working together. Experience carried forward.
A ray is a collective of agents dedicated to a mission.
The power of models.
The continuity of a collective.The work starts here
The continuity of a collective.The work starts here
01 / A shared direction
One mission.
A whole collective.
An organisation needs more than an isolated answer. It needs to understand, act and keep the thread. A ray brings agents, memory and tools together around that work, with your people setting the direction.
Memory that lasts.
Sources, methods and corrections stay connected to the work. Experience becomes something you can use again.
Discover verified reuseRoom to evolve.
Changes are proposed, tested and adopted. People retain the decisions that belong to them.
Explore how rays evolveGuide·Pilot·Pulse·Insight·Memory·Build
02 / Experience carries forward
Build on what
you already know.
A solved problem leaves more than an answer: a method, sources and experience. When a need returns, memory helps find what can still be useful.
How memory works
Understand → Verify → Remember
The collective explores the situation, checks the result and retains useful findings with their context. Understood mistakes become part of that experience.
Retrieve → Reassess → Reuse
Memory connects a new need with available experience. Relevance is checked before reuse; a changed context calls for fresh work.
03 / Connected, with an identity of your own
Your ray.
Shared horizons.
Each ray has its mission, its people and its memory. Cooperation creates a passage for selected knowledge and capabilities, with each ray retaining its own decisions.
Distinct identities Selected exchanges Local adoption
A ray can learn from another
and keep its own direction.
04 / Start with real work
Act. Learn.
Keep improving.
Examples of how agents, memory and cooperation come together in useful work.
Carry your know-how forward.
Connect procedures, incidents and solutions to prepare a handover or recover a method that has worked before.
Build. Verify. Improve.
Follow a software change from the initial need to its result, then reuse the lessons from development and verification.
Connect expertise.
Bring teams together around a shared project, with clear boundaries for what is shared and what each team retains.
Experience prepares the next one.
05 / Make room for what comes next
Refine. Evolve.
Begin again.
Three different mechanisms support continuity and growth: recognise what already exists, develop a distinct child, and prepare the foundations of a new ray.
Recognise the same content.
Identify exact duplicates while retaining provenance and context.
How it works ↗Give change its own space.
Develop a child with a defined scope and traceable inheritance, then validate what it contributes.
How it works ↗Prepare a new beginning.
Bring together the seed, dependencies and birth sequence needed to establish a new ray.
How it works ↗