§00 / OPERATIONAL INTELLIGENCEv.2026.04

Own your output.

Connect your factory data. Surface improvement opportunities. Verify every dollar of savings — through a closed-loop ledger your finance team will sign off on.

Live · Plant 03 / Cell BSynced
OEE82.4+4.2%
Throughput1340+9%
Scrap2.8−12%
Saved$134Kverified
Scroll
8–18%
Modeled Downtime Reduction
0+
Pre-Built Connectors
0
AI Specialists
0wk
To First Verified Report
§01Outcomes

Proof, not promises.

Operational and financial impact modeled with a repeatable, auditable methodology — so every stakeholder can trust what changed and why.

01.01
8–18%
Unplanned Downtime
Target range modeled from design-partner baselines — not yet independently audited
01.02
5–12%
Scrap Reduction
Illustrative line-level before/after, normalized for product mix
01.03
4–11%
Throughput Gain
Modeled from shift-calendar and planned-maintenance normalization
01.04
10–14d
Time to First Win
Modeled time from connector activation to first closed-loop savings event
SOC 2 ALIGNED
ISO 27001 ALIGNED
GDPR
TLS 1.3
AES-256
MULTI-TENANT ISOLATED
Full security posture →

Figures are illustrative model outputs from our design-partner program — not audited results or live telemetry. Every pilot ships a verified before/after report reconciled with your finance team.

§01.5The Ledger

Every number settles.

Live plant data arrives pending. It clears to a verified, finance-signed figure — the difference between a recommendation and a result. Illustrative close-out.

Changeover compression · Line 3$134K
Scrap reduction$383K
Throughput gain$1.4M
Energy optimization$113K
Verified savings$2.4M
§02Process

Live in two weeks.

From data connection to a closed-loop verified savings report — without replacing anything you already run.

PHASE 01Week 1–2 / Connect & calibrate

Plug in. No rip-and-replace.

We sit on top of your current MES, SCADA, ERP, and historian stack. 43+ pre-built connectors — most plants are streaming inside an afternoon.

OPC-UAMQTTSAPIgnitionKepwareOSIsoft PI
PHASE 02Week 3–5 / Surface & prioritize

Nine specialists, one queue.

A purpose-built ensemble of AI specialists analyzes every signal around the clock — surfacing anomalies, predicting failures, ranking opportunities by dollar impact and confidence.

Anomaly DetectionPattern MiningFailure PredictionConfidence Scoring
PHASE 03Week 6–8 / Execute & verify

Close the loop. Sign-off ready.

Assigned actions, owners, deadlines. Before/after measurement reconciled against estimates. Finance gets a verified savings ledger — not a slide deck.

Verified Savings ReportAudit TrailFinance Reconciliation
Live dashboard
The KaizenFlow AI manufacturing dashboard running live on a plant operations desk — left-rail navigation, an Overall Equipment Effectiveness gauge at 78.35%, throughput, scrap and downtime KPIs, and per-line running status for Apex Manufacturing.
The real cockpit your team signs off in — OEE 78.35% · 5 lines streaming
§02.5Live production line

Walk a production line through the AI's eyes.

From raw stock to final inspection — hover any tool for live status, click to see what KaizenFlow surfaced: the finding, the fix, and the dollar impact. One illustrative line; the same loop runs on any process you connect.

§03 / Intelligence Layer

Nine specialists, one queue.

01 / 09 — Anomaly Sentry
SPECIALIST 01

Anomaly Sentry

Multi-method voting — Z-score, MAD, IQR, Isolation Forest — catches quality drift before it compounds into scrap or downtime events.

Z-SCOREMADIQRISOLATION FOREST
SPECIALIST 02

Throughput Analyst

Identifies bottleneck cells, calculates capacity utilization curves, and recommends sequencing changes that lift throughput without capex.

CAPACITY MODELINGBOTTLENECK ANALYSIS
SPECIALIST 03

Quality Sentry

SPC limits, Cpk monitoring, defect-to-process correlation. Surfaces the upstream signals predicting tomorrow’s quality holds.

SPCCPKDEFECT CORRELATION
SPECIALIST 04

Energy Optimizer

Demand-curve fingerprinting, peak shaving recommendations, idle-load detection. Cuts $/unit-output by trimming the hidden draw.

DEMAND CURVESPEAK SHAVINGIDLE DETECTION
SPECIALIST 05

Reliability Forecaster

MTBF prediction by asset class, failure-mode clustering, lead-time alerts. Converts unplanned events into planned interventions.

MTBFWEIBULLFAILURE MODE
SPECIALIST 06

Schedule Strategist

Changeover compression via SMED-aware sequencing. Re-orders the day to minimize setup loss without breaking promised dates.

SMEDSEQUENCINGSETUP MINIMIZATION
SPECIALIST 07

Yield Modeler

First-pass yield analytics, scrap-root attribution, rework cost rollup. Tells you which loss streams are worth the engineering hour.

FPYROOT-CAUSEREWORK COST
SPECIALIST 08

Maintenance Planner

Predictive intervals replace fixed schedules. Parts forecasting, technician load smoothing, and avoided-failure quantification.

PREDICTIVE INTERVALSPARTS FORECAST
SPECIALIST 09

Savings Auditor

Confidence-weighted before/after measurement, baseline normalization, finance reconciliation. The verified ledger CFOs sign off on.

BASELINE NORMCI-WEIGHTINGFINANCE RECON
§04Connectivity

Forty-three connectors, zero rip-and-replace.

We sit on top of the systems you already run. Sync your ERP, MES, SCADA, and IoT stack into one queryable plane.

ERP / Business
SAP
Business Central
NetSuite
Oracle EBS
Infor
Epicor
SCADA / Historian
OSIsoft PI
Ignition
Kepware
FactoryTalk
Wonderware
GE Proficy
PLC / Controllers
Rockwell
Siemens TIA
Mitsubishi
Beckhoff
Omron
Protocols
OPC-UA
MQTT
Modbus
REST
ODBC / SQL
CSV / SFTP
+ 12 more →
§04.5The savings screen

This is what verified looks like.

Eight weeks in, every pilot lands on one screen — a finance-reconciled savings ledger, a live opportunity feed, and a run-rate you can take to the board. Not a slide deck. Here’s a representative plant.

See it on your plant’s data →Representative pilot · figures illustrative, verified per engagement
§05Return Modeling

Model the upside.

Drag the controls. Estimates use illustrative improvement ranges from our design-partner program — a starting point, not a promise.

15101520+
$10M$100M$250M$500M
5h50h100h200h
0.5%3%6%10%
Estimated Annual Savings — Median Range
$2.4M
Range: $1.3M$3.4M annually
Downtime Recovery$546K
Scrap Reduction$383K
Throughput Gain$1.4M
Energy Optimization$113K
Conservative estimate · 8–18% downtime reduction · 5–12% scrap reduction · 4–11% throughput · 3–7% energy
Design-partner pilots include a verified before/after report at 8 weeks.
Get this estimate verified →
§05.5Questions

Answers, up front.

The questions every operations and finance team asks before a pilot.

How long does setup take?

You go live on your data in 1–2 weeks — we connect on top of your existing stack, no rip-and-replace. The full pilot runs 8 weeks and ends in a verified before/after savings report.

Do we need to replace our existing systems?

No. KaizenFlow sits on top of your current MES, SCADA, ERP, and historian stack via 43+ pre-built connectors.

What kind of ROI can we expect?

Our model targets 8–18% reduction in unplanned downtime and 5–12% scrap reduction in the first quarter; design-partner pilots produce a verified before/after report to confirm actuals.

Is our data secure?

Data is encrypted in transit (TLS 1.3) and at rest (AES-256), with multi-tenant isolation. Enterprise plans include private deployment.

Can we start small and scale later?

Yes — start with a single-facility pilot, prove ROI, then expand across the network.

§06Engagement

Prove ROI before committing.

Every plan includes onboarding and a dedicated success engineer. Pilot-to-subscription transition terms reviewed before kickoff.

Pilot
$25k–$75k8-week engagement
Prove ROI in one facility before scaling to the network.
  • 1 facility, 2 connectors
  • Weekly ROI reviews
  • Dedicated success engineer
  • Verified savings report
Start Pilot →
★ Recommended
Pro
$5k–$15kper month · scales with facilities
Full platform access with advanced analytics across your operation.
  • Everything in Pilot
  • Advanced TEEP analytics
  • Reliability dashboards
  • Cross-dept collaboration
  • Audit trail & compliance
  • Priority support
Get Started →
Enterprise
Customunlimited scale
Private deployment for regulated and multi-site operations.
  • Unlimited facilities
  • Private VPC deployment
  • Custom connectors & SSO
  • Dedicated CSM
  • SLA guarantee
Talk to Sales →
§07 / Engagement Window — Eight Weeks

Own your output.

Connect your data. Surface opportunities. Get a verified savings report — in eight weeks.

© 2026 KAIZENFLOW AI

OPERATIONAL ANALYTICS · DECISIONS REMAIN WITH CUSTOMER TEAMS