Enterprise integration that survives the reset.
Big programmes stall because integration hits blockers in every function it touches, and no one function can clear them alone. xMesh works them together — your experts signing off, two decades of integration expertise embedded — so the work delivers early and survives the reset.
It was never one blocker.
Moving the data was never the hard part. Meaning is the tractable half — it can be formally captured as an ontology. What stalls a programme is everything around it: blockers spanning business, engineering, data and risk, each owned by a different function, none of which close alone.
The common ones are named here. A real run surfaces as many as the work touches — each with its own owner, and none of them closing alone.
The common ones are named here. A real run surfaces as many as the work touches — each with its own owner, and none of them closing alone.
No one function can clear these, and clearing them one at a time is what makes programmes run for years. They have to be tackled together, by the people who own them — which is exactly the shape a mesh is built for.
Why integration is structurally a mesh-cognition problemResearch, implemented. Expertise, embedded.
Clearing blockers across every function at once needs two things no tool has had together: a way for autonomous parties to reach shared understanding without a centre — that is our mesh-cognition research, implemented by xMesh — and the judgment to know what to look for, which is two decades of enterprise integration embedded as agent skill. Agents propose; your experts stay the authority.
Mesh cognition
Autonomous parties reach an understanding neither held alone — cognitive coupling, without a centre. Published as MMP, an open standard.
xMesh
The research, built and running. Licensed and deployed on your side for AI-native integration — your systems, your existing AI providers.
Embedded as agent skill
Two decades of enterprise integration — banking, government, healthcare — encoded in how the agents run: what to look for, and what to ask next.
No black box. Agents propose and cross-check; every decision is signed off by its owner. Nothing changes your systems on its own, and it is auditable throughout.
Runs on your infrastructure, your systems and your existing AI providers — no new model or vendor to approve. MMP is an open specification.
The map assembles incrementally from one real initiative — delivering early, not at the end of a multi-year programme.
Knowledge is captured with its owner and lineage, so reorganizations and modernization waves don’t send you back to zero.
What you keep.
The output of the first three weeks, on one real initiative — not a product deliverable.
No named owner for the target’s customer domain
Target · unassigned — Identify and confirm the data owner
“Active customer” means different rules per line of business
Both LoBs — Agree the canonical definition
Read access to the source database not provisioned
Platform — ✓ Grant scoped, approved read
The target exposes no interface for the customer records in scope
Platform · Integration — Agree an export contract
Source addresses unvalidated — 12% fail the target’s format
Source · Retail Ops — Cleanse and normalize before load
status = 07 has no crosswalk to the target’s SUSPENDED
Target · Risk — Map 07 → SUSPENDED
PII fields in scope require a DPIA before use
Risk · DPO — Complete DPIA; approve fields
EU customer records can’t leave region for processing
Legal — Process in-region or restrict fields
Illustrative — the blockers, owners and resolutions are examples, not a real customer’s data.
The engagement leaves xMesh running — a 30-day evaluation, included.
It is already deployed and approved inside your perimeter to do the work. Rather than take it out, we leave it — and the 30 days start at your first use, not the day we finish.
Your initiative team, plus one evaluator per function — ten in total.
One scheduled review inside the 30 days. Not production support.
It stops. Your data stays with you. Removal is documented.
Observational, as in the engagement — no binding changes, and no phone-home.
xMesh is launching. Agents assist; your experts stay the authority and sign off every decision. The engagement is observational — it makes no binding changes to your systems.