OEE Measures the Machine. Innovapptive Launches Frontline Execution Effectiveness (FEE) to Measure the Response.

New Frontline Execution Effectiveness score arrives with a ~120-plant benchmark finding that problems wait weeks, not hours, before they are fixed; introduced at Connected Worker Manufacturing Summit 2026

HOUSTON, Oct. 13, 2026/PRNewswire/ -- Every plant leader can see their OEE (Overall Equipment Effectiveness). Few can say how quickly their plant responds when a problem is found, or whether the fix held. Innovapptive, a leading provider of AI-powered industrial execution platforms for asset-intensive industries, today launched Frontline Execution Effectiveness (FEE), a single score from 0 to 100% for how quickly and how well a plant responds to every problem it detects. FEE is introduced in The Frontline Execution Benchmark 2026, drawn from operational walkthroughs of approximately 120 plants and sites across 22 organizations and seven industries.

In the plants studied, the response ran in weeks, not hours. Among plants that reported the measure, median maintenance backlog was 12.1 weeks against a 2–4 week norm, and nearly every plant that reported a measure fell outside its reference band on at least one of five standard indicators: OEE, wrench time, preventive maintenance compliance, reactive share and backlog.

Closing the gap pays. At Indorama Ventures' Port Neches, Texas site, a single execution layer from Innovapptive delivered $19M in savings, about a 17% cost take-out on the site's $112M budget, with contractors cut from 140 to 83, average overtime down from 24% to 10% and inventory accuracy at 99.5%.

How FEE Works
OEE shows how a machine performed. FEE shows how quickly and how well the plant responded, and is designed to complement, not replace, OEE. It averages two measures across every valid problem a plant detects:

• Latency: the share of a problem's closure window the plant kept, from detection to verified closure.
• Resolution: whether the fix held, with no repeat failure on the same asset within 90 days.

Scores map to five proposed bands, from unacceptable (below 25%) to world class (70% and above). This first edition reports the observable response chain across the plants studied, not measured FEE scores.

"Plant leaders have OEE dashboards and still cannot answer how long a known problem waits before it is fixed, or whether the fix holds. FEE puts one number, and a clock, on that response. A plant manager can estimate it in ten minutes from their last 20 problems."
— Sundeep Ravande, Co-Founder and CEO, Innovapptive

What the Benchmark Found
The data comes from anonymized Margin Walkthrough diagnostics at plants that engaged in a diagnostic, not a random sample.

• Among plants that reported them, median OEE was 62.7% against an 85% reference, and median reactive share of work was 52% against a reference below 20%.
• Notifications waited a median of 21 days at one polymer plant, and corrective work took about 100 days from creation to completion at two chemicals plants.
• At one polymer plant, availability fell from 99.6% to 82.7% over four months while maintenance cost per ton rose 2.6 times, an illustration of how lost availability spreads fixed cost over fewer tons.

"The missing layer is not insight. It is execution. A signal is only worth something if it becomes a decision, a ready job, a finished repair and a fix that holds."
— Peter Gibbons, Board Member, Innovapptive, and former Group President, Enterprise Supply Chain, 3M

Join Innovapptive at the Summit
Innovapptive will introduce FEE on stage at the 5th Annual Connected Worker Manufacturing Summit, October 13–15 at the Westin Chicago North Shore. A main-stage keynote panel on October 15 from 8:40 to 9:10 a.m. will bring together Rebecca Teeters, SVP of Business Supply Chain and President of Chemical Operations at 3M; Jim Graves, Global Digital Manufacturing Head at Indorama Ventures; Natalie Thompson, Vice President of Reliability and Maintenance at bp; and Vish Palekar, Head of Automotive and Manufacturing Industry and Solutions at AWS. Attendees can get the benchmark and estimate their own FEE at Booth 30.

Find Your FEE. Find the Margin.

Estimate your FEE in about ten minutes with the worksheet in the report. No data leaves your plant. Get the benchmark report for free at Booth 30 or on the summit page. Book a Margin Walkthrough, a two-day on-site assessment that measures your FEE and quantifies what closing the gaps is worth.

Summit page: innovapptive.com/event/connected-worker-manufacturing-summit-2026 Learn more about FEE: innovapptive.com/frontline-execution-effectiveness

About Innovapptive

Innovapptive is a leading provider of an AI-powered Industrial Execution Platform for asset-intensive industries, serving 50+ customers, including Shell, Indorama, Goodyear, and Kimberly-Clark. Its platform brings operators, planners, schedulers, technicians, and supervisors into a unified workflow on top of existing systems of record. Innovapptive was named 2026 Company of the Year by Frost & Sullivan and recognized as a Leader in the Frost Radar™ for Augmented Connected Worker Platforms, 2025.

Media Contact
Innovapptive, Inc.
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SOURCE Innovapptive