Notes from ATG on where document-heavy industries are headed, and how a connective platform plus a builder who ships changes what's possible.
This fall's enterprise-platform announcements converge on one instinct: don't copy the data, let software — and autonomous agents — read it where it lives. It's the right idea, and one ATG has built on from the start. But read them closely and the boundary is always the same: inside the walls. The connective problem worth solving lives across the company line, where no shared fabric reaches.
Read the piece →A shift is showing up in 2026's operations-software deals: buyers and investors are cooling on broad "visibility" dashboards and moving their money toward the data infrastructure underneath — the layer that normalizes information across systems and lets software act on it. Read correctly, it's the connective-layer thesis showing up on a balance sheet.
Read the piece →New 2026 research keeps surfacing the same surprise: enterprises now run a dozen or more AI agents, and roughly half aren't connected to anything. The intelligence arrived; the wiring didn't. Here's why deploying agents isn't the same as connecting them, and why connecting each one to each system doesn't scale — but connecting everything once to a shared layer does.
Read the piece →A theme sharpening across 2026's industry commentary: modernization keeps turning out to be an integration program, not a shopping list — a new system can't deliver a modern operating model while identity, master data, interfaces, and events underneath it stay brittle. Here's why buying another platform doesn't move the part that's broken, and what a connective layer changes.
Read the piece →New 2026 research keeps landing on the same culprit behind stalled enterprise AI: not the model, but fragmented data spread across systems and companies. The intelligence is ready; the information underneath it isn't. Here's why autonomy is capped by integration — and what moving the fact itself, in real time, changes.
Read the piece →A new access-by-design requirement taking effect this month says the data connected products generate has to be reachable — by design, not by request — and portable enough that you're not locked in to get at your own information. Read as compliance, it's a deadline. Read correctly, it's the connective-layer thesis written into law.
Read the piece →A theme sharpening across 2026's supply chains: the hard part isn't tracking something inside your own walls — it's keeping identity, condition, and custody evidence connected once it crosses a company line. Here's why the handoff is where the record breaks, and what moving the fact itself, not the file, changes.
Read the piece →A theme running through 2026's connected supply chains: goods keep arriving before the data that describes them. The physical path is the reliable one — it's the information path, running across company lines, that stalls. Here's why that gap is where document-heavy operations actually break, and what moving the fact itself, not the file, changes.
Read the piece →Sold like a dashboard, it's usually a central database everyone re-keys into — and that's the version that fails. A real connected view is a live read of facts that stay in each party's own system. Here's what the phrase means for a broker coordinating parties and paperwork, and why it doesn't need a rip-and-replace.
Read the piece →A referral and a freight booking look nothing alike — and break in exactly the same place. Strip away the paperwork and both have one skeleton: parties who keep their own records, facts that can't move between them, and a hand-off that stalls. That resemblance is why the connective layer was never really about logistics.
Read the piece →New 2026 research found buyers now weighing whether software connects before they weigh what it costs — interoperability has overtaken price as the top selection criterion. Read as procurement trivia, it's a footnote. Read correctly, it's the connective-layer thesis showing up in a purchase order, and it isn't staying in one industry.
Read the piece →A federal rule now puts a deadline on moving prior-authorization decisions electronically between health plans and providers. Strip away the regulatory language and it's a connectivity mandate — the connective-layer thesis with a compliance date attached, and a preview of where every document-heavy industry is headed.
Read the piece →Industry platforms rarely fail on technology — they fail on ownership. If one party controls the shared system, everyone else hedges and never fully commits. Here's the trust mechanic behind a neutral, metadata-only network, and why neutrality is the feature that makes a connective layer adoptable at all.
Read the piece →2026 gave software agents a common handshake — open protocols that let them talk to each other across systems. But a shared language between agents isn't the same as a shared layer between companies. Here's the gap a connective platform still has to fill before autonomy is safe across a company line.
Read the piece →Agentic AI stops answering questions and starts taking the next action — but only if it can see the whole picture. On a stack spread across disconnected systems and companies, it can't. Here's why the connective layer has to come before the automation, not after it.
Read the piece →"So you're going to hold all our data?" No — and that's the whole point. A plain-English look at the status, milestones, and document references a connective layer moves between parties, while every archive stays exactly where it belongs.
Read the piece →The phrase describes a way of building, not a mood. In a multi-party operation the chaos lives in the gaps between systems, not inside them — and order only arrives when you connect what people already run instead of mandating a portal or ripping everything out.
Read the piece →The same fact — a PO number, a delivery date, an authorization status — gets typed into three systems by three people who can't see each other's screens. Here's where multi-party operations quietly lose time, accuracy, and trust, and what moving the fact once instead changes.
Read the piece →Most firms do one piece of a software project and hand you off to the next vendor. Here's why carrying the whole arc under one accountable team is the actual competitive edge — not just a nicer pitch.
Read the piece →Logistics, healthcare, construction, insurance — different paperwork, same disease: systems that don't talk to each other. The businesses that win next aren't buying another tool. They're connecting the ones they have.
Read the piece →AI is moving from "answers questions" to "takes the next action." That shift only works if there's clean, connected data underneath it. Here's what that means for operations still running on inboxes and spreadsheets.
Read the piece →Tell us what's slowing your operation down. We'll tell you, plainly, whether there's a fit.
Start a project