THE PILOT ROADMAP

FROM FIRST SENSOR TO PROVEN ROI - IN 12 WEEKS

A structured, low-risk pilot that delivers measurable results before you commit to full deployment. We work with your existing infrastructure — no rip and replace.

START A PILOT

EXPLORE PRODUCTS

IndustrAI

Mon Jun 5 9:41 AM

IndustrAI

Mon Jun 5 9:41 AM

IndustrAI

Mon Jun 5 9:41 AM

WEEKS 1-2

2 wks

To first live data

DISCOVERY & SCOPING

We map your plant structure, identify 10–20 critical assets, and agree on the right POC scope — Predictive Maintenance, Production Optimization, or both.

Asset hierarchy mapped to your plant structure
Sensor connectivity assessed — existing infrastructure used where possible
KPIs agreed upfront: OEE, downtime, throughput, or quality
Data access confirmed: SCADA, PLC, historians, MES

✓ Deliverable: Scoped POC plan with agreed KPIs

✓ Scoped POC plan with agreed KPIs

WEEKS 1–2

Predict & validate

Models run live. The platform begins identifying anomalies, predicting failures, and surfacing production bottlenecks. Every alert is validated with your team to build trust in the outputs.

ML models detecting failure patterns 8–12 weeks in advance
Root-cause context provided — not just alarm noise
Production bottleneck analysis and what-if simulations
GenAI Companion deployed for technician guidance (optional)
Weekly validation sessions with your operations team

✓ Deliverable: Scoped POC plan with agreed KPIs

Weeks 4–10

Connect & configure

We connect your assets to the IndustrAI platform — hardware agnostic, no rip and replace. Data starts flowing within days, not months.

Sensors, PLCs, SCADA and historians connected via our edge layer
Asset hierarchy built in the platform — mirrors your plant
Data normalization and contextualization applied
Initial ML models trained on your historical data

✓ Live dashboards - all assets in one view

WEEKS 2–4

Weeks 10–12

120%

Avg. ROI Year 1

Measure & decide

We build your ROI case together — quantifying downtime avoided, throughput gained, and maintenance costs reduced. You have everything you need to present internally and decide on full deployment.

Full ROI report: downtime avoided, cost savings, throughput gains
Comparison against your pre-POC KPI baseline
Expansion roadmap: which assets and sites to scale next
Internal business case pack — ready for board or budget approval

✓ ROI report + scale-up roadmap

WEEKS 2–4

Days

To connect first assets

Connect & configure

We connect your assets to the IndustrAI platform — hardware agnostic, no rip and replace. Data starts flowing within days, not months.

Sensors, PLCs, SCADA and historians connected via our edge layer
Asset hierarchy built in the platform — mirrors your plant
Data normalization and contextualization applied
Initial ML models trained on your historical data

✓ Live dashboards - all assets in one view

WEEKS 4–10

8–12 wks

To first failure predictions

PREDICT & VALIDATE

Models run live. The platform begins identifying anomalies, predicting failures, and surfacing production bottlenecks. Every alert is validated with your team to build trust in the outputs.

ML models detecting failure patterns 8–12 weeks in advance
Root-cause context provided — not just alarm noise
Production bottleneck analysis and what-if simulations
GenAI Companion deployed for technician guidance (optional)
Weekly validation sessions with your operations team

✓ Deliverable: Validated predictions + production recommendations

✓ Validated predictions + recommendations

WEEKS 4-10

WEEKS 10–12

120%

Avg. ROI Year 1

MEASURE & DECIDE

We build your ROI case together — quantifying downtime avoided, throughput gained, and maintenance costs reduced. You have everything you need to present internally and decide on full deployment.

Full ROI report: downtime avoided, cost savings, throughput gains
Comparison against your pre-POC KPI baseline
Expansion roadmap: which assets and sites to scale next
Internal business case pack — ready for board or budget approval

✓ Deliverable: ROI report + scale-up roadmap

✓ ROI report + scale-up roadmap

WEEKS 10-12

2 wks

Avg. ROI Year 1

8–12 wks

To first predictions

$3.2M+

Revenue protected

Zero

Rip & replace

2 wks

Avg. ROI Year 1

$3.2M+

Revenue protected

8–12 wks

To first predictions

Zero

Rip & replace

REAL RESULTS FROM REAL PILOTS

WHAT OUR CUSTOMERS PROVED IN THEIR POC

Every number below came out of a structured 12-week pilot — the same process we'd run with you.

MANUFACTURING

$3.2M

Revenue protected

120% ROI in year 1
+16% production availability
30–50% fewer emergency failures

FOOD & BEVERAGE

$1.2M

Margins protected

−40% quality incidents
92% first-pass yield
Reduced unplanned shutdowns

AUTOMOTIVE

$1.8M

Revenue increase

$1.2M CapEx deferred
99.6% on-time delivery
8–12 weeks early failure alerts

READY TO START

BOOK YOUR DISCOVERY CALL

We'll map out a pilot scoped to your plant, your assets, and your KPIs — and show you exactly what 12 weeks looks like for your operation.

No commitment required
Your infrastructure, our platform
Results in 12 weeks

FROM FIRST SENSOR TO PROVEN ROI - IN 12 WEEKS