Dexter Inc. designs and ships production systems that connect plant-floor data, ERP systems, and the tools your team already uses every day — and increasingly, AI that reads documents, matches data, and acts alongside your people instead of just reporting on them.
One clean line of separation, every time: a configuration layer you interact with, and a lightweight local component that holds the real credentials and does the actual work — on your network, under your control.
Not prototypes. Software that runs unattended, on a schedule, against production systems — and is built to be trusted with that.
We connect plant-floor systems, machine and sensor data, and shop-floor operations to the systems your business runs on — ERP, SQL Server, and reporting — through production-grade integrations, not one-off scripts that break on the next shift change.
We embed AI directly into everyday workflows: reading documents, matching records against your master data, and drafting decisions for a person to confirm — a copilot for the work your team already does, not another dashboard to check.
Deep, hands-on experience integrating with Oracle Fusion Cloud and SQL Server environments — through sanctioned, supported channels, without bypassing the protections your ERP already has in place.
Every pattern below has shipped in production for a real operation — not a demo.
AI vision reads incoming documents — purchase orders, bank statements, invoices — into structured data, matched against your item or customer master through a multi-tier matching cascade, with a person reviewing every match before it becomes a transaction.
Side-panel assistants that sit alongside your ERP and fill in the field a user is focused on, on request — they never take over navigation or click Save and Submit themselves. Your team stays in control of every state-changing action.
A cloud-hosted configuration layer paired with a lightweight on-premise gateway that holds real credentials locally — the pattern we use to move data between plant systems, ERP, and your own SQL Server without ever exposing credentials outside your network.
Custom reporting and BI platforms where your team can ask a question in plain English and get a chart or table back, instead of waiting on a report request queue — built directly against your own data model.
Every pipeline and integration we build starts as a draft, tested against a safe, row-limited preview before it ever runs on a schedule or touches production data.
Centralized reporting on AI token usage and cost across every application we build for you — so AI stays an accountable line item, not a surprise on the invoice.
The same discipline on every engagement, whether it's a plant-floor integration or an AI copilot.
We start on your plant floor and inside your ERP, not in a requirements document — understanding the systems, the data, and the people who actually touch them every day.
An architecture that fits how your team already works, built around your existing ERP and database investment instead of asking you to replace it.
Every integration is proven against a safe, row-limited preview before anything touches production — and reviewed by a person before it's trusted to run unattended.
Deployed alongside your existing Oracle Fusion, ERP, or SQL Server environment — with credentials that stay on your network, never ours.
We stay on the hook after launch — monitoring, retries, and clear run history mean issues surface early, with a reason attached, not a silent failure.
Tell us what's running today — plant systems, ERP, spreadsheets — and we'll show you what a Dexter integration would look like for it.
Start a projectA short conversation to understand your current systems, then a straight answer on what's possible.
A short call to understand your current plant, ERP, and data setup, then a walkthrough of how an integration or AI copilot would look for your operation.
What systems you run today (ERP, SQL Server, machine/sensor data), what's manual or error-prone right now, and roughly when you'd want it live.
Email us directly and we'll reply with a few questions to scope the conversation — no forms, no sales queue.
Email us at support@Dexter-Inc.com