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Manufacturing & Quality Blueprint

Production

Production

Loss Analysis

Loss Analysis

 Agent

 Agent

Production losses quietly erode throughput on every line, and without a clear view of where time and output actually go, teams keep fighting the same battles. The Production Loss Analysis Agent continuously analyzes downtime, speed loss, and quality reject data across every line to show exactly where output is being lost and why.

Designed for

VPs of Manufacturing Operations

Plant Directors

Continuous Improvement Leaders

VPs of Manufacturing Operations

Plant Directors

Continuous Improvement Leaders

VPs of Manufacturing Operations

Plant Directors

Continuous Improvement Leaders

Talk to us

Batch Record — BR‑48231

Live monitoring

PRODUCT

Amoxicillin 500mg — Lot 22C

SOURCES RECONCILED

MES · LIMS · ERP · CoA

EXCEPTIONS FLAGGED

0 open / 3 resolved

LIQUIDITY FORECAST • CONTINUOUSLY MODELED •

Released for distribution

Line 4 — Loss Analysis

Live tracking

TOP LOSS CATEGORY

Micro-stops — changeover station

DATA SOURCES

PLC · MES · Downtime logs

OEE TODAY

84.2% — on target

PRODUCTION LOSS ANALYSIS • CONTINUOUSLY TRACKED •

CONTINUOUSLY TRACKED

Why now

Why Product Profitability is becoming an AI priority

Why Product Profitability is becoming an AI priority

Losses that used to be written off as "normal line behavior" are now visible enough to fix — if someone can see them in time. As product mix grows and margins tighten, tracking loss in real time is replacing the shift-end report.

Measured against line performance

Quantifiable value for your plant

Quantifiable value for your plant

Cutting production loss isn't just about the next OEE report — it's about knowing where output is going the moment it's lost. The Production Loss Analysis Agent delivers measurable improvement across every tracked line.

70

%

faster identification of top loss drivers

55

%

reduction in manual downtime data reconciliation

40

%

improvement in OEE across tracked lines

30

%

improvement in continuous improvement team throughput

What changes on the floor

Outcomes you can expect

Outcomes you can expect

Outcomes you can expect

By continuously tracking downtime, speed, and reject data, manufacturing teams move from shift-end loss reports to real-time throughput visibility.

Earlier loss visibility

Earlier loss visibility

Continuously monitor downtime, speed loss, and reject data to surface top loss drivers in real time, not at shift-end.

Sharper root cause focus

Surface the specific equipment, shift, or product driving a loss pattern so teams act on the actual cause, not a guess.

Better use of CI team time

Free continuous improvement teams from manual data compilation so they can focus on fixing losses, not finding them.

Stronger throughput confidence

Maintain a clear, real-time view of OEE and loss categories across every line and shift, ready for the next production review.

Implementation, not just a platform

How to start building from here

How to start building from here

The journey from a promising pilot to a validated, always-on loss analysis system running across your lines is a real one. We share the risk and stay hands-on until your agent is live on the plant floor.

Smarter Workspace

Frequently asked questions

Frequently asked questions

Frequently asked questions

What does the Production Loss Analysis agent do?

It continuously analyzes downtime, speed loss, and quality reject data from your PLCs, MES, and downtime logs to show which loss categories, shifts, and equipment are driving lost output in real time.

Why is production loss analysis becoming an AI priority now?

Which types of line and production data can it use?

How does the agent identify the top loss drivers?

Can it integrate with existing MES and PLC systems?

Show More

What does the Production Loss Analysis agent do?

It continuously analyzes downtime, speed loss, and quality reject data from your PLCs, MES, and downtime logs to show which loss categories, shifts, and equipment are driving lost output in real time.

Why is production loss analysis becoming an AI priority now?

Which types of line and production data can it use?

How does the agent identify the top loss drivers?

Can it integrate with existing MES and PLC systems?

Show More

Background image from Clario AI website

Get Started

Ready to see where your next hour of output is going?

Talk to our team about deploying Production Loss Analysis across your lines.

Full logo of Clario AI
Background image from Clario AI website

Get Started

Ready to see where your next hour of output is going?

Talk to our team about deploying Production Loss Analysis across your lines.

Full logo of Clario AI
Background image from Clario AI website

Get Started

Ready to see where your next hour of output is going?

Talk to our team about deploying Production Loss Analysis across your lines.

Full logo of Clario AI
Background image from Clario AI website

Get Started

Ready to see where your next hour of output is going?

Talk to our team about deploying Production Loss Analysis across your lines.

Full logo of Clario AI

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Ready to see your next batch through faster?

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For Enterprises

Try Clario

Lorem Ipsun

Ready to see your next batch through faster?

Lorem faucibus viverra eget felis, non. elit ac elementum commodo odio odio placerat. Vitae non vitae cursus Nunc Praesent

For Enterprises

Try Clario

How to start building from here

The journey from a promising pilot to a validated, production release process is a real one. We share the risk and stay hands-on until your agent is live on the plant floor.

Implementation, not just a platform