#connectingdots

One Truth Across Tools

Master-data harmonization without forcing migration. Every system stays on the same canonical truth, with the audit trail to prove how the truth was reached.

The need

My customer record exists in five tools, and they all disagree. My stock count is in three systems, and they all disagree. Without integration, every team operates on a different version of reality.

The cost shows up everywhere. Customers receive marketing they unsubscribed from in another tool. Online orders get fulfilled, except the stock was not actually there. Quarter-end reconciliation eats two weeks. The question “which number is right?” never gets a clean answer.

Where it shows up

  • Stock sold online that wasn't actually available in the warehouse.
  • Marketing emails sent to customers who unsubscribed in another tool.
  • A finance report that doesn't match the eCommerce dashboard.
  • A price change applied in the ERP but forgotten in the catalog and the marketplace listing.
  • A customer-address correction made in support that never reaches the courier.

What EXN does

EXN maintains a canonical master of each entity: customer, product, stock, order, invoice. Connectors keep external tools in sync, bidirectionally where needed. The canonical model is the single, vendor-neutral version of the truth every team and tool maps to.

The audit trail records every reconciliation event, so disputes between tools become traceable rather than political. “Which number is right?” becomes a question with a sourced answer.
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One Truth Across Tools

The canonical record reconciled against every source tool.

AI moments

Where AI earns its place

01 · Service

AI-assisted schema inference

When a new tool's entity model doesn't quite match the canonical one, the AI proposes the bridge and engineers refine it.

02 · Service

Natural-language summaries

On every reconciliation event, the team sees what diverged and why, not just that it did.

Outcomes

01

No more debates

No more “which number is right?” debates.

02

Order-of-magnitude faster

Reconciliation time drops by an order of magnitude.

03

Same truth, no migration

Every team works from the same truth, without anyone migrating to a single platform.

Tired of “which number is right?”

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