Every team, every channel, the same numbers.
When the site, the warehouse, and the spreadsheet disagree, people stop trusting the numbers and start exporting CSVs. We build the canonical record and the pipelines that keep products, inventory, pricing, and customers consistent everywhere: including the feeds AI agents read.
What is a single source of truth?
It means every fact about your business (a price, a stock count, a customer's email) has exactly one home, and everything else syncs from it. Without one, systems drift apart and every report becomes an argument. We map which system owns which fact, build the canonical record, and run the pipelines that feed it to your site, your channels, your dashboards, and the structured feeds AI shopping agents read.
The record, and everything it feeds.
The canonical record
For each fact, one system owns it and everything else syncs from it: drift ends by design.
Conflict resolution
Where systems disagree today, we map who wins and why: fixed once, not argued monthly.
Pipelines to every channel
Site, marketplaces, ads, email, and agent feeds all fed from the same record: change it once, correct everywhere.
Ready for AI & agents
Clean, structured, current data is what AI search and shopping agents run on: the same pipelines feed both.
Dashboards from truth
Reports built on the canonical record, so two dashboards never argue again.
Monitored & recoverable
Pipelines with monitoring and retries: failures are visible and fixable, never silent.
Trustworthy numbers are infrastructure.
Reports, channels, and AI agents are only as good as the record underneath them.
Discovery → Build → Certify → Scale
A senior-led delivery model built for revenue-critical commerce: predictable and transparent.
Discovery
We map the workflow, the constraints, and the compliance surface before a line of code.
Build
Senior engineers ship in two-week sprints. You see working software, not status decks.
Certify
Security and compliance are tested as we go (ADA/WCAG, PCI DSS, SOC 2 controls), never bolted on at the end.
Scale
We harden, instrument, and hand over, or stay on as your embedded product team.
Questions buyers ask us first
With products and inventory: that's where disagreement between systems costs orders fastest. We map what each system owns, resolve the conflicts, and build the canonical record everything else syncs to.
No, it connects them. Your ERP, storefront, and marketing tools keep their jobs: the pipelines decide which one is the authority for each fact and keep the rest in sync with it.
Directly: AI shopping agents only transact when price and inventory data is current and trustworthy, and AI search is only as good as the catalog it reads. The pipelines that end internal drift are the same ones that make you agent-ready.
Yes: once the canonical record exists, dashboards and a single customer view are a natural layer on it. That's our Data & Analytics add-on, and it stops being a data-cleaning project once the record is right.
It depends on how many systems disagree and how badly, so we won't invent a number: we'll map the drift in your free strategy session and give you an honest scope.
Related integrations & automation services
Make the numbers agree.
Book a free strategy session: we'll find where your systems disagree and design the record that ends it.