A working core. A wider field of possibilities.
Caneni is an early-stage software project for continuing histories of human participation. A working core prototype has been built and tested. We welcome conversations with investors, development partners and strategic acquirers about its next stage.
What Caneni makes possible
People and organisations participate in significant decisions across systems they do not control. Their positions, recorded grounds and subsequent actions often remain scattered across those systems.
Caneni brings these records into a continuing history on the participant’s side. Steps remain linked, sources are distinguished, and selected context can be shared with another participant or specialist. A specialist’s contribution retains its own attribution, and the history can continue from there.
One core, connected applications
The wider design connects personal history, professional work and artefacts arising from that work. A person can preserve a question, share selected context with a specialist, receive a separately attributed contribution and continue their own line. A resulting artefact can then be presented with a connection to its history of creation.
These are connected uses of the same record, linking, attribution and access mechanisms. The prototype has tested individual core operations. The complete journey across contexts, the Yofing marketplace, CDC issuance and associated payments remain directions for development.
Caneni is being developed in two forms: its own participant environment and an embeddable layer for partner products. The participant environment has a working prototype; SDK readiness and live partner integrations remain to be demonstrated.
First professional application
Human Oversight Evidence for AI-assisted decisions.
When AI informs a significant decision, what record remains of the human participant’s position, uncertainties and grounds for action?
The next development step is to assemble and test a complete HOE process in one organisational workflow, together with an initial partner. That process would preserve material for examining how a person participated and how subsequent steps related to their recorded position.
A record does not by itself establish that a decision was correct or that oversight was adequate.
What has been created
- Working core prototype: linked records, selective access and separately attributed specialist input have been tested in prototype workflows.
- Documented architecture: a shared mechanism distinguishes participant statements, events registered by the service and computed results.
- Intellectual property assets: three US provisional patent applications, implementation know-how and a documented body of design work.
- Assessment materials: a short project brief, an expanded overview, an intellectual property asset map and prototype test materials.
The provisional applications are filings, not granted patents. Protected implementation details are reviewed separately.
Working together
We are seeking partners who can help combine product development, engineering, domain expertise and access to initial organisational users.
Investment, joint development, licensing, acquisition and other structures are open for discussion. The appropriate arrangement will reflect the contribution of the parties and the development path chosen together.
The immediate objective is a focused first application. The longer-term opportunity is a portfolio of applications built on the same core, with each application establishing its own practical and economic value.
How to begin
A first conversation can start with the project brief, a demonstration of the core and the choice of a suitable initial workflow. Technical materials and the asset map are available for further review.
Contact Michael Bugay:
hello@caneni.net
Subject: Caneni partnership inquiry
Applications · Build · Public Canon Atlas
This page introduces the project and invites discussion. It does not offer securities or specify investment terms. Protected implementation details are shared separately under appropriate arrangements.
← Back to Caneni