Margin leaves your operation hours before it leaves your P&L

Managed Operational Intelligence

Zipdata catches those problems while there's still time to act. Every dollar recovered is measured against your own baseline and reported to your inbox every month.

Illustrative defaults for a mid-sized manufacturer (~400 staff). A full, editable value model is available as a supplement — calibrated to your numbers.

The problem, plainly stated

By the time it appears in your report, the money is already gone.

A job runs over cost — the next quote won't know until quarter-end. A delivery slips — the customer calls before your team does. A machine starts to fail — the shift stops before anyone saw the pattern. Zipdata catches each of these while there's still time to act, and measures every dollar it recovers.

Cost of Inaction

The blind spots aren't an ops problem. They're a recurring line on your P&L.

Every operational gap maps to a financial statement line — and to a number that recurs every quarter until someone closes it. Here is where a mid-sized manufacturer typically bleeds.

Why It Persists

Your numbers look normal. What's happening behind them often isn't.

The leaks from the last slide don't show up as variance — they're absorbed into 'normal' COGS and SG&A before anyone sees them as fixable. That's why they survive every budget: the data never closes the loop. Four gaps turn a fixable exception into a recurring charge.

What Zipdata Is

Zipdata is a Managed OI Service

It gives your team one live picture of the business — sales, production, and finance on the same record — keeps that picture current, and prepares the work that should reach people before the meeting starts. Vertical agents only work when data, monitoring, and delivery are managed as one service — that is what Zipdata is. A managed service whose impact is measured against a baseline, not asserted.

• ERP, spreadsheets, shop floor, and machines — connected in one Data Hub , not another dashboard extract
• Sales, production, and finance stop arguing about whose number is right
• Built on what you already run — weeks to connect, not years to replace
• When a quote is approved or a job completes, the next step happens — no re-entry, no Monday compile
• The platform watches what you'd watch — on every order, machine, and KPI
• Problems surface with lead time to act, not as a surprise phone call
• Named Agents investigate exceptions and prepare the next action on their beat
• Feeds put the finished briefing, alert, or customer update in the right hands before the meeting
• Governance keeps consequential decisions with your team — one tap to approve

The slides that follow unpack Integrated, Realtime, and Agentic — the mechanics behind every figure in the value model.

Integrated · The Data Hub

One reconciled picture of the business — every source, one truth.

Zipdata does not replace your ERP or MES. It connects what you already run into one Data Hub — every order, job, shipment, and invoice as one connected record, linked end to end. Not another dashboard extract.

Realtime · The Engine

When work moves, the system knows — and judges what matters.

Realtime is not a faster dashboard. It is the manual plumbing removed so the picture never goes stale — and the moment something matters, the platform knows, judges it, and prepares the response.

• Automations — record events trigger handoffs. Quote approved → order created. Shipment out → invoice drafted. No re-entry.
• Watches — thresholds on live records and KPIs. Green silent. Amber context. Red with prepared work.
• Analytics — metrics defined once against live data. OTIF, margin, downtime — never rebuilt at month-end.
• Tasks — schedules the cadence. Daily OTIF pass at 06:30. Weekly margin review. On-trigger alerts when a record changes.

Real-world event → record change or schedule → Watch or metric evaluates → green / amber / red → notification, alert, report, or Agent.

Agentic · How the Promise Is Delivered

Specialist analysts on every beat — grounded in your data, governed by your rules.

This is how the capacity actually gets delivered — and why you can trust it. An Agent is not a chatbot guessing: it works one defined beat, reasons only over your live operating record, and runs the same disciplined loop every time. Reliable enough to run unattended; bounded enough to stay in your control.

How It Works

Connect, watch, and act — put to work on each blind spot we opened with.

You've met the three pillars. Here's how they combine in practice: every blind spot from the cost-of-inaction map gets a specific mechanism that catches it in time — and lifts the exact P&L line it was quietly draining.

Each mechanism becomes a tracked objective with a frozen baseline — which is exactly how we prove it, next. Nothing here is a soft benefit: if it can't be measured against the live record, it isn't claimed. *Illustrative; calibrated to your baseline in week one.

Our Approach

Real impact, measured — baselined, targeted, verified.

Every Zipdata engagement runs the same way. We open by freezing a baseline from your own history on the exact leaks you just saw, ship core objectives with the platform, add the ones specific to your operation's priorities, then let the same live record that runs operations produce the monthly scorecard. Disciplined, auditable, and the same every time — the discipline that makes the savings safe to sign off on.

*Illustrative baseline/target values. Real figures are set from your data in week one and become the scorecard — and, optionally, the basis for a gain-share model (detailed in the ROI supplement).

Our Services

The platform is the product. Making it land in your operation is our job — not yours.

A platform only creates value once it's wired into how you actually run. These are the delivery capabilities we bring — so going live never becomes another project your team has to staff. Your pilot includes exactly the slice you need, and nothing you don't.

Delivered by us — integration, data modelling, automation, and agents — so the platform lands in weeks, on top of what you already run. This is the maturity behind the promise: not software handed over, but an operation made to work.

The Advantage

An analyst-grade rhythm — running quietly, every day.

This is what changes day to day once Zipdata is live: the operation reports on itself, the right work reaches the right person on time, and your team spends its hours deciding instead of assembling. The same gains, side by side.

Next Step

A no-frills pilot — on the use case that's costing you now.

Pick the place where missing operational intelligence is quietly costing you — in margin, cash, or throughput. We help you design the use case, build the data pipelines from the systems and files you already run, and implement a focused pilot that puts a real number on it.