Your systems are not
the problem.
The structure between
them is.
DeKnots builds AI products that map your real operational structure, find what is creating friction, and resolve it automatically — so your teams stop managing chaos and start doing the work that matters.
The Problem We Solve
Every organisation has knots. We untangle them.
Operational complexity identified and resolved — one knot at a time, automatically.
The technology is not failing. The structures it is deployed into are.
Organizations deploy AI into structures
their agents cannot navigate.
DeKnots fixes the structure first.
Then the agents work.
How We Solve
Intelligence that acts.
Not just advises.
MAP
We see the structure others miss.
We connect to your existing systems and build the actual dependency map of your organisation — not the official one. Every connection, constraint, and point of friction made visible.
SCORE
We find what is generating complexity.
Our intelligence layer scores every dependency crossing by its structural impact. The small number of crossings generating most of your operational friction — identified, ranked, prioritised.
RESOLVE
We eliminate, separate, and resequence.
AI agents resolve the right crossings in the right order — automatically. No manual intervention for standard operations. Every resolution tracked and verified.
PROTECT
We prevent complexity from returning.
Sensing agents monitor continuously for re-emerging friction patterns. Structural rules prevent new complexity from forming. Simple by design — not just for now, permanently.
Products
Built for every domain.
Powered by the same intelligence.
Each DeKnots product solves a specific operational complexity problem in a specific domain. Same intelligence engine. Different application.
Relief
Powered by CoverAgent™
Cover sorted before you arrive.
Relief connects to your existing school management system, maps every teacher's availability and commitments, and assigns optimal cover automatically — before the school day begins. Powered by CoverAgent™, our intelligent scheduling engine.
Learn moreWorkThread
Workforce scheduling, untangled.
WorkThread maps your organisation's operational dependency structure and resolves the crossings that prevent AI from working — workforce scheduling, project resourcing, and cross-functional complexity.
Join waitlistCareThread
Clinical staffing, without the complexity.
CareThread brings DeKnots intelligence to clinical staffing — rota optimisation, ward cover, compliance constraints, skill-mix matching, and agency management.
Join waitlistWhere We Operate
One intelligence.
Every domain.
Education
LiveSchools, trusts, and districts. Staff dependencies, timetable conflicts, cover allocation, and event management — resolved automatically.
See Relief →Corporate
Coming NextWorkforce scheduling, project resourcing, and operational dependency reduction for organisations deploying AI at scale.
Join WaitlistHealthcare
On RoadmapClinical rota, ward cover, compliance constraints, and staffing intelligence for hospitals and health systems.
Register InterestWhat our clients say.
Ready to stop managing
complexity and start
resolving it?
Start with a 30-day free trial. Connect your existing system. See results before you commit.