Industrial AI That
Thinks. Reasons. Acts.

AriLinc™ goes beyond dashboards — multi-agent AI that detects process deviations, identifies root causes, and delivers corrective actions. Continuously. Autonomously.

30% reduction in unplanned downtime
2–5% yield improvement per batch
On-premise deployment — your data stays in your plant
Live in 6–8 weeks from pilot kickoff
AriLinc™ · LIVE
61 cP
Viscosity
↑ 4% above spec
63.4%
Solid Content
✓ On target
92°C
Reactor Temp
✓ Stable
Agentic AI: Viscosity above threshold — reduce monomer feed rate by 3.2% to maintain batch spec.
Trusted by industrial leaders across India & North America
Tata Projects Pidilite Industries Escorts Kubota Praj HiPurity CDW Softura Global Pumps Dhake Industries Infintrix Faclon Systems Tata Projects Pidilite Industries Escorts Kubota Praj HiPurity CDW Softura Global Pumps Dhake Industries Infintrix Faclon Systems
AriLinc™ Platform

Less downtime for the plant.
More output for your team.

Industrial plants are becoming increasingly complex. Growing numbers of OT devices, sensors, DCS systems, and field instruments from multiple vendors are driving operational unpredictability. AriLinc™ relieves the pressure of manual monitoring, so your engineers can focus on process improvement and efficiency — not firefighting.

Real-time process intelligence across all reactors, lines, and assets
AI-driven anomaly detection before deviations become failures
Agentic AI that recommends specific corrective actions in plain language
On-premise deployment — full data sovereignty, no cloud dependency
Explore AriLinc™ Schedule a Demo
AriLinc™ · Process Intelligence Cockpit
📡
Sensors & IoT
🗄️
Historian / SCADA
🧠
AI Models
🔭
Soft Sensors
🤖
Agentic AI
💬
Operator Reco.
🔗
SAP / MES
📈
Business KPIs
Why Choose AriLinc™?

Eight reasons manufacturers choose AriPrus

⚙️
Process Quality Intelligence
Real-time soft sensors predict viscosity, solid content, purity, and yield — replacing periodic lab sampling with continuous AI-driven quality assurance.
Discover
🔮
Agentic AI Recommendations
Multi-agent AI reasons across process data, identifies root causes, and delivers specific corrective actions — in plain language your operators can act on immediately.
Discover
🏭
Asset Reliability & Maintenance
Health index monitoring for all rotating and static equipment. Detect degradation 2–4 weeks before failure — enabling planned maintenance instead of crisis repairs.
Discover
⏱️
Batch Cycle Time Reduction
Phase-level batch decomposition, Golden Batch modeling, and waiting-period elimination. Reduce BCT by 8–15% without capital expenditure.
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Energy & Utility Intelligence
Plant-wide energy monitoring per asset, per shift, per product. Identify inefficiencies, detect waste, and reduce energy cost by 10–15%.
Discover
🔗
Enterprise Integration
Pre-built connectors for SAP EAM/PM, MES, CMMS, OSIsoft PI, and DCS historians. Deploy in weeks, not months.
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🛡️
OT Cybersecurity
AriLinc SecureOT™ continuously monitors OT environments for threats, ransomware indicators, unauthorized access, and firmware changes.
Discover
📊
Executive & Operational Dashboards
Real-time OEE, quality KPIs, energy costs, and maintenance status — from operator display to C-suite. One platform, every stakeholder.
Discover
AriLinc™ · POLYMERIZATION · BATCH PID-089
61 cP
Viscosity
↑ above spec
63.4%
Solid Content
✓ On target
92°C
Reactor Temp
✓ Stable
⚠ Agentic AI: Viscosity trending above threshold. Reduce monomer feed rate by 3.2% to maintain batch spec. Estimated correction: 8 min.
Batch PID-089 · 74% complete · Predicted completion: 14:32 · Quality score: 87/100
Process Quality Intelligence

See quality as it happens — not after the lab.

Traditional quality control is reactive. Lab samples taken every 2 hours mean deviations are caught too late — after the batch is already off-spec, or wasted. AriLinc™ soft sensors predict viscosity, solid content, and purity in real time throughout the batch.

Viscosity and Solid Content % predicted every 60 seconds — live Polymerization Process Parameters
80% reduction in lab sampling frequency at Reactor 1
100% batch traceability with automated quality logs
Agentic AI recommendation within 5 minutes of any deviation onset
Case Study →
🏗️
AriPrus enabled real-time operational visibility across our plants, helping us reduce downtime and improve asset utilization significantly. Their domain depth in industrial AI set them apart from every other vendor we evaluated.
T. Cherian COO, Tata Projects
Discover the success story →
Agentic AI

From deviation to action — in minutes, not hours.

Most platforms stop at dashboards. AriLinc™'s Agentic AI doesn't just detect an issue — it reasons across your process data, identifies the root cause, and delivers a specific, quantified corrective action in plain language your operators can act on immediately.

Multi-agent reasoning: Orchestrator + Process Analyst + Quality Agent + Action Agent
Root cause analysis across temperature, feed rates, agitator, and reaction time
Closed-loop to SAP PM work orders and DCS setpoints — automatically
No data science expertise required — actions in plain operator language
Explore Agentic AI →
AriLinc™ · Agentic Session · Polymer Batch
ORCHESTRATOR
Batch PID-089 viscosity deviation at T+42min. Initiating root cause analysis.
PROCESS ANALYST
Monomer feed +4.1% at T-18min. Temp drifted +2.3°C. Correlation: 94.7% confidence.
QUALITY AGENT
Projected solid content: 61.2% vs spec 63–65%. Off-spec risk: HIGH. Window: 12 min.
ACTION AGENT
↓ Monomer feed 3.2%. ↓ Jacket cooling 1.5°C. Re-sample in 8 min. Recovery: ✓ on-spec.
Industry Solutions

Purpose-built for every industry

Domain AI — not generic analytics. Each solution is engineered around the specific processes, failure modes, and quality parameters of your industry.

ROI Calculator

Estimate your savings with AriLinc™

Input your operational parameters and see projected annual savings before committing to a pilot. Typical payback: 6–12 months.

30%Downtime reduction via predictive maintenance
20%Maintenance cost savings via CBM
12%Energy savings via process optimization
2–5%Yield improvement per batch

Your Operation

$10M$500M
$100M
50 hrs800 hrs
300 hrs
$1M$50M
$10M
$0.5M$30M
$5M

Your Projected Annual Savings

Downtime Reduction30% improvement
$0
Maintenance Savings20% reduction via CBM
$0
Energy Savings12% via process optimisation
$0
Throughput Gain~1.5% revenue uplift from OEE
$0
Total Estimated Annual ROI
$0
Typical payback period: 6–12 months
Case Studies

See how customers succeed with AriPrus

🏢
Case Study

Polymerization Process Intelligence

Real-time Viscosity & Solid Content % prediction in polymerization — replacing lab sampling with continuous AI-driven quality assurance.

80%
Lab sampling reduced
100%
Batch traceability
Real-time
Quality prediction
6 wks
Pilot to live
Read the case study
🏗️
Case Study

Tata Projects — Plant-Wide Asset Reliability Intelligence

Unified asset visibility across multiple plants — enabling predictive maintenance and reducing unplanned downtime across critical production assets.

30%
Downtime reduction
20%
Maintenance savings
Multi-site
Deployment
<8 wks
Time to value
Read the case study
🚜
Case Study

Escorts Kubota — Digital Transformation & OEE Intelligence

From reactive operations to predictive decision-making — with real-time OEE dashboards and AI-driven maintenance recommendations integrated with SAP PM.

25%
OEE improvement
SAP PM
Integrated
Predictive
Maintenance
Full plant
Coverage
Read the case study
Flexible Pricing

Pricing for every scale of operation

All pilots are fixed-price with defined deliverables. Scale from single-plant pilot to enterprise rollout at your pace.

Pilot
AriLinc™ Pilot
The ideal entry point — a fixed-price 6–12 week pilot on your highest-priority process or asset. Proven ROI before full deployment.
1–3 assets or reactors
Process intelligence or asset reliability
AriLinc™ operator dashboard
Agentic AI alerts
ROI report at closeout
Contact us
Enterprise
AriLinc™ Enterprise
Multi-site enterprise deployment with centralized governance, unified dashboards, and AI models scaled across all your manufacturing plants.
Multi-plant, multi-country
Centralized AI governance layer
Unified enterprise KPI dashboard
Dedicated customer success team
Enterprise SLA & 24/7 support
Contact us

Not ready for a full pilot? Start with a demo.

See AriLinc™ live on your industry process — 30 minutes with our team. We will walk you through the key capabilities and answer your questions in real time.