Stop managing production after
the profits have leaked.
Indure introduces Plant Margin Intelligence (PMI): real-time financial visibility that connects factory-floor operational events to profit impact, while production is still running.
“By the time the report lands on your desk, the shift that caused it is already three weeks gone.”
“Nobody decides to lose margin. It just leaks out quietly, one shift at a time, until the report finds it three weeks later.”
You’re losing margin every shift.
You just can’t see it until it’s too late.
End-of-month financial reports arrive after production is finished. You can’t recover write-offs from three weeks ago. By then, the shift is over, the batch is gone, and the margin went with it.
Unplanned Downtime
Every stopped minute erodes shift EBITDA, but it’s only visible in hindsight.
Product Giveaway & Overfill
Filling above spec quietly gives away product, and margin, batch after batch.
Process Instability
Small parameter drifts compound across a shift long before an alarm fires.
Quality Drift & Scrap
Scrapped batches are a lagging symptom of a deviation that started shifts earlier.
Energy Inefficiencies
Utilities creep upward with no line of sight to which asset or shift is responsible.
What is Plant
Margin Intelligence?
Indure sits above your SCADA, MES, and ERP as an operational intelligence harness, no rip-and-replace required. It reads the same floor-level signals those systems already generate, and translates them into the one language every stakeholder understands: shift-level EBITDA.
Detect
Floor events are flagged the instant they drift outside a margin-safe range, not at month-end reconciliation.
Quantify
Every deviation is priced in dollars-per-shift, not just units or percentages, so it’s never ambiguous what it’s costing you.
Act
Root cause and recommended action route straight to the shift supervisor, while there’s still a shift left to fix it.
Zero Rip-and-Replace
Deployed on top of what you already run. Your systems stay. Your people stay. What changes is how fast the cost of a problem reaches the person who can fix it.
Built to close the gap
between the floor and the P&L.
Four capabilities. One margin index. Zero disruption to the systems you already run.
Real-Time Margin Leak Detection
Every line is watched continuously against its margin-safe envelope. The moment a deviation starts costing money, Indure flags it, not at month-end, but mid-shift.
Resolve Deviations in Minutes, Not Weeks
Root-cause context arrives with the alert, asset, parameter, and estimated margin impact, so supervisors act inside the shift instead of waiting for a monthly review.
Network-Wide Plant Benchmarking
Compare shifts, lines, and plants against each other on the same margin index, surfacing your best-performing team as the standard for every other one.
Meet Sphynx: The Engine Behind Every Insight
Sphynx is Indure’s proprietary AI engine, built from the ground up for manufacturing data, not repurposed from a generic chatbot. Ask it anything about your plant in plain language, and it finds the answer buried in millions of data points in seconds. Every answer traces back to its exact source data. Zero hallucination, full transparency.
Your data never leaves your hands.
Indure is built for regulated manufacturers. Every deployment is data-sovereign by design, never shared, never pooled, never used to train anyone else’s model.
Complete Data Isolation
Each plant’s data is deployed in its own isolated environment, by default, with no pooling across customers.
Zero Shared Models
No cross-customer training. Your operational patterns, and everything they reveal about your plant, stay yours alone.
100% IP Ownership
Insights generated from your floor belong to you, fully and unambiguously. Indure is infrastructure, not a claim on your data.
What plants recover once they can see the leak.
Recover Hidden EBITDA
Surface the 4–8% of EBITDA typically lost to invisible operational margin leaks.
Cut Overfill & Waste
Tighten fill and process targets shift by shift instead of discovering the drift at month-end.
Empower Shift Supervisors
Give the people on the floor the same financial visibility as the people in finance.
Scale Enterprise Discipline
Roll the same margin standard out across every plant in the network, on one index.
“Plants don’t only lose money in dramatic moments. They also lose it quietly, one shift at a time, in the gap between what the floor knows and what the finance team finds out three weeks later. Indure exists to close that gap while it’s still cheap to close.”
Dr. Andrea Gómez-Maqueo
CEO & CO-FOUNDERFood Industrial Engineer with 13+ years in F&B across Nestlé, PepsiCo, and Mead Johnson. All of it only made the hypothesis clearer: the floor already knows where the margin is going. Nobody had built the thing that tells finance in time.
LinkedIn →
Daniel Segovia
CTO & CO-FOUNDERFull-stack AI infrastructure engineer, has built solutions for Meta, Google, and Microsoft Azure. Inventor of Sphynx, Indure’s proprietary AI engine. Spent years building infrastructure at some of the biggest companies in the world, then did what he always planned to do, build something of his own, from scratch.
LinkedIn →The pressure isn’t coming from one direction anymore.
Rising input costs, tightening regulation across the EU, APAC, and the US and Mexico, and geopolitical shocks are hitting F&B plant floors at the same time. We’re writing about what that convergence means for Plant Margin Intelligence.
We are selectively working with manufacturers who want to build the future of Plant Margin Intelligence alongside us. Reach out if that sounds like you.
Questions we hear
before someone books a demo.
What is Plant Margin Intelligence, and how is it different from an MES or ERP?+
MES and ERP systems tell you what happened on the line. Plant Margin Intelligence sits above both and translates the same floor-level signals into shift-level EBITDA impact, in real time, so a deviation shows up as a dollar cost before the shift ends, not in a report three weeks later.
We already have SCADA, MES, and ERP. Why do we need this on top?+
Those systems weren’t built to answer “what is this deviation costing us right now.” Indure reads the data they already generate and adds the financial layer on top, without replacing any of them.
Can’t we just build this in-house with our existing data team?+
You can, and some enterprises do, but it typically means a multi-year build involving a data science team, plant-floor integration engineers, and ongoing maintenance. Even PepsiCo’s digital-twin initiative required partnerships with Siemens and NVIDIA. Indure gives you the same category of outcome as a pilot you can start in three weeks, without the in-house build.
Is Indure only for large enterprises, or does it work for a single mid-size plant?+
Indure is built to scale down as easily as it scales up. A single mid-size plant gets the same real-time margin visibility as a multi-plant enterprise network, without needing an enterprise-size budget or team to run it.
Does Indure require access to our production systems?+
The standard pilot is read-only and non-invasive. Indure observes the data your existing systems already produce; it doesn’t need write access to your production line to deliver margin visibility.
Is our data shared with other customers or used to train shared models?+
No. Every deployment is data-sovereign by design. There’s no cross-customer pooling and no shared model training, your operational data and the insights generated from it stay yours alone.
How long does implementation take?+
Most pilots go live within three weeks. Because the deployment is read-only and sits on top of your existing systems, there’s no line stoppage and no retraining required for the floor team.
What does the pilot cost, and what happens after it?+
The pilot is a fixed-fee, time-boxed engagement. If you move forward afterward, the commitment fee is credited toward your subscription. There’s no obligation to continue, and select pioneer partners may qualify for a no-cost pilot.
Do we need to hire a data scientist to use this?+
No. Indure is built for shift supervisors and plant managers, not data teams. Alerts arrive with plain-language root cause and dollar impact already attached.
Stop discovering lost profit after it’s gone.
See where your margins are leaking today, while you still have time to protect them.
Let’s talk
about your plant.
Tell us what your lines run and where you suspect the margin is going. We’ll show you what Plant Margin Intelligence would surface on your floor, in fifteen minutes, with no deck.