The reliable spine
The reliable spine is deterministic: event-driven flows between the systems already in place, each mapping tested and monitored, with clear handling when a system is down or a record does not match.
Retail & D2C
The brand runs on five or six tools that do not talk, so a person is the glue: an order on the website is re-typed into the ERP, a marketplace order is keyed in again, a dispatch is re-entered into the accounting tool, a payment is reconciled by hand. It is slow and error-prone, the same figure ends up different in two systems, and the work breaks whenever the person who carries it is away.
Who has it
D2C / online-first consumer brands and marketplace-led sellers feel it most, wiring store, marketplace, ERP, courier and gateway together; omnichannel retailers and retail chains feel it across POS, web and back-office tools.
What we build
Deterministic, event-driven flows between the systems already in place (store, marketplace, ERP, accounting, courier, payment gateway), mapped, tested and monitored, with clear handling when a system is down or a record does not match. This is the "automate so work moves" cousin of the connected data layer (which connects so the owner can see).
What is automated, where AI helps, who signs off
The reliable spine
The reliable spine is deterministic: event-driven flows between the systems already in place, each mapping tested and monitored, with clear handling when a system is down or a record does not match.
Where AI helps
AI helps where records do not line up cleanly, matching an order across two systems or reading a non-standard field so the flow can continue; the movement of money and stock between systems stays rule-based.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a payment, a price, a credit decision or people; the flows move the data, not the consequential decisions.
What changes day to day
An event in one system flows to the others on its own; the team stops being the integration layer; the same figure stops disagreeing across tools; the work no longer breaks when one person is away.
Illustrative outcome
Re-keying hours removed; figure disagreement across systems largely eliminated. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.