deemster
Data moves without a map
Point-to-point syncs, scripts and exports pile up over the years. Nobody can see the whole picture, and when one fails silently the first sign is a wrong invoice or report.
Data flow and decision control for enterprises
Take control of your data flow and the decisions behind it.
Your systems each keep their own version of the truth. Data moves between them through hidden integrations and manual re-keying, and the decisions about it — which system wins, what gets overwritten, who signs off — are made ad hoc. deemster gives you one map of every data flow and one place where every data decision is proposed, approved and recorded.
customer
Calder Freight Ltd
- CRMCalder Freightmatched
- ERPCALDER FREIGHT LIMITEDmatched
- Billingcalder-freight-ukmatched
- Service deskcalderfreight.co.ukmatched
Annual contract valuedecision needed
£48,000 in the CRM, £44,400 invoiced in billing.
Proposed
Billing is the source of truth for invoiced value. Update the CRM to £44,400.
Two things nobody in the enterprise owns: the flow, and the decisions.
Every system is right on its own terms. Control is lost in the traffic between them, and in the calls made about it.
Every system, its own truth
The same customer, supplier or contract lives in finance, sales and service, spelt differently and quietly drifting apart.
Decisions made by whoever touches it last
When two systems disagree, the last write wins or someone settles it in a spreadsheet. There’s no rule, no sign-off and no record of why.
People as the glue
Where no integration exists, someone copies the data by hand. It’s slow, it’s unaudited, and it leaves with the person who knows how.
How it works
Connect your systems, draw how data should flow, and decide what happens when it doesn’t.
Plug in the systems you run
Connect each system through its API. deemster reads first and writes nothing, and every record keeps a trace back to where it came from.
See every flow on one diagram
Each connection shows which records move and in which direction: both ways, send only or receive only. The rules live on the diagram, so nothing runs that you can’t see.
Decisions proposed, not guessed
When records disagree or a change needs writing back, deemster proposes what should happen and why. Describe a rule in plain language and it’s drawn on the diagram for you to check.
Nothing runs without a yes
Every connection starts by proposing: a person approves before anything is written. Let a connection act on its own only once you trust it. Every decision is recorded.
Rules for what’s checkable. An AI operator for the rest.
Most data decisions have one right answer, and deemster calculates it. For the rest, an AI operator works through the data the way an experienced person would and proposes what to do. How far it may act alone is your call, set connection by connection.
Checkable, repeatable, auditable
- A source of truth for each field, not “last write wins”
- Amounts, quantities and prices reconciled between systems
- The same customer, supplier or asset matched across systems
Judgement, with a person in the loop
- Emails, call notes and documents turned into structured records
- Conflicts and exceptions triaged, with the reasoning shown
- Proposes by default; acts alone only where you allow it
Built to connect any system with an API
deemster connects to each system through its API. The first connectors are being built now, with the enterprises that need them.
- Finance & accountingInvoices, payments, ledgers
- CRM & salesAccounts, contacts, contracts
- ERP & operationsOrders, stock, suppliers
- Service deskTickets, assets, SLAs
- Security & complianceDevices, policies, findings
- ProcurementSubscriptions, licences, costs
- CommunicationsCalls, email, messaging
- Identity & HRPeople, roles, access
First connectors in build include seals.deals, LinkedReach, Xero, SuperOps and Pax8. Running something else? Tell us which systems your data moves between.
Early access for enterprises
We’re working with a small number of enterprises while the first connectors are built. If data flow or the decisions about it are holding your operations back, we’d like to hear from you.