SynerOrb Industrial Intelligence – PlantAI
Plants don’t fail without warning — they fail without listening. PlantAI predicts, documents, recalls and acts in one continuous loop, inside the systems you already run.
Unplanned Downtime Is the Largest Controllable Cost in a Power Plant
₹30 lakh
lost per day when a 50 MW captive coal unit is down
$50B+
lost every year to unplanned downtime across industrial manufacturing worldwide
12 hrs
average diagnostic time when an alert has no linked history or reference documents
40%
of senior plant engineers eligible to retire within the next decade — taking know-how with them
Sources: McKinsey Global Institute industrial downtime research; Deloitte & MAPI skilled-workforce studies.
Plants Have Data. What They Lack Is Contextual Intelligence.
DCS, historians, ERP systems, documents and human expertise remain difficult to connect at the moment of decision.
Reactive, Not Predictive
By the time reactive alerts trigger, costly downtime has already taken place.
Tribal Knowledge, Not Records
The engineer who solved this exact issue three years ago has retired — and the fix left with them.
No Searchable History
Operators re-diagnose problems from scratch because past alerts, root causes and fixes aren’t linked.
Disconnected From ERP
Maintenance, inventory and compliance systems never see the alert, so work orders and spares lag behind reality.
The PlantAI Solution: One Continuous Loop
Predict, document, recall and act — inside the systems you already run.
1 · RECOGNIZE
Digital Twin & APR Model
Detects deviations in process data before they become failures and auto-creates a routed alert workflow.
2 · MANAGE HISTORY
Contextual Alert Log
Every alert is stored with root-cause notes, SOPs and reference documents attached.
3 · KNOW
Instant Recall
Operators see prior occurrences and resolutions for similar alerts in seconds, not hours.
4 · INTEGRATE
ERP-Native
Work orders, spares and maintenance records sync automatically into your existing ERP.
PlantAI Modules in Action
From the home screen to live asset intelligence, performance advisors, compliance and knowledge — configured to your plant.
Platform Home
One home screen for every PlantAI application — operation assistance, live asset intelligence, vibration diagnostics, energy management, knowledge repository and ERP/SAP interface.
Live Asset Intelligence (APR)
Advanced Pattern Recognition combines many sensor signals into one index and flags abnormalities before protective operations or alarm thresholds are reached — then routes an alert with owner, checklist and SLA.
Vibration Diagnostics
Watches the full turbine-generator bearing train together, catching multi-bearing patterns no single limit would trigger, and assembles a structured diagnostic report.
Live Performance KPIs
Boiler efficiency and turbine heat rate computed live against the unit’s own design curves, corrected for actual load, pressure and temperature — plus HP/IP cylinder efficiency.
Combustion Advisor
Ranked setpoint recommendations such as O₂ target and secondary air, each with an estimated efficiency gain — always within limits already seen in real operation.
Start-Up Advisor
Recognises when a start-up begins, classifies it as cold, warm or hot, and flags deviations from the standard procedure in real time.
What-If Simulator
Move sliders for load, main steam temperature, condenser pressure and make-up water to see the heat-balance impact, using the unit’s OEM correction curves.
Trend Viewer
Any parameter, any time window: overlay multiple tags on one timeline, zoom, pan and export for reporting or root-cause review.
Emission Monitoring (CEMS)
Hourly and daily averages and % of limit for every stack parameter, classified OK / Near-Limit / Exceeded against your CPCB/SPCB consent limits.
Life Monitoring
Classifies every start, tracks trips and ramp-rate excursions, and calculates live pressure-part stress against recognised design codes.
Knowledge Repository & AI Chat
Ask in plain language and get answers grounded in your O&M manuals, setpoints, protection logic and confirmed past cases — with the source cited.
Energy Management
Real-time energy, transformer and battery monitoring with failure prediction and auto-reports — available as the full PlantAI EMS product.
See PlantAI EMS →MANAGE & KNOW
Institutional Memory With a Searchable AI Chat
- Manage history: every alert auto-links its root-cause notes, SOPs, O&M manuals and past corrective actions, tagged by asset, line, alert type and severity.
- Know the past: one click on an active alert surfaces every similar past occurrence and how it was resolved — new operators get senior-level context instantly.
- Ask the AI Chat: natural-language answers grounded in the plant’s own manuals, setpoints, protection logic and confirmed cases, cutting document search from minutes to seconds.
- Closed-loop learning: every confirmed diagnosis joins the case history, so future events are matched against proven findings.
Faster onboarding · lower expert dependency · less repeated diagnosis
INTEGRATE
Alerts Become ERP Actions
The live asset intelligence and alert-history engine pushes each confirmed issue straight into the systems your maintenance team already uses.
Standard connectors for SAP, Oracle and other leading ERP/CMMS systems — no custom middleware required.
How You Benefit
Each part of PlantAI maps to a measurable gain at your plant.
| PlantAI module | What changes at the plant | Coal 50 MW, a year | Biomass 15 MW, a year |
|---|---|---|---|
| APR & vibration diagnostics | Faults caught days to weeks before a trip | ₹60–120 lakh | ₹9–26 lakh |
| Start-up advisor | Fewer failed or slow start-ups, less oil burnt | ₹6–13 lakh | – |
| KPIs, combustion advisor, What-If | Heat-rate gap closed within the shift | ₹32–64 lakh | ₹11–22 lakh |
| Auxiliary power monitoring & EMS | APC 0.05–0.1 point lower | ₹13–26 lakh | ₹4–8 lakh |
| Alerts to ERP work orders | Planned instead of emergency repair | ₹8–20 lakh | ₹3–8 lakh |
| Case history & AI chat | Diagnosis in minutes, not hours | ₹7–15 lakh | ₹4–7 lakh |
| Emission monitoring (CEMS) | Exceedances flagged before they happen | Compliance | Compliance |
| Total tangible benefit per plant | ₹1.3–2.6 crore | ₹0.3–0.7 crore |
Indicative, conservative-to-expected ranges for a captive plant valuing power at ₹7.5/kWh. Estimates are replaced with your plant’s own data during the proof of value; they are not guaranteed savings.
Proof of Value at Your Plant
We prove the benefit on your own plant data before rollout.
01
Baseline
Agree 6–12 months of history: outages, heat rate, fuel and oil use, APC.
02
Track
Log every early warning and efficiency gap with a rupee value over a 3-month trial.
03
Report
Monthly benefit summary against the agreed baseline.
04
Close-Out
A measured business case for rollout, built from your own data.
Industries We Serve
While purpose-built for power plants, PlantAI’s architecture — digital twins, KPI monitoring, AI advisories, and compliance tracking — adapts to any asset-heavy, continuous-process operation.
Thermal Power (Coal / Gas / Biomass)
Boiler & turbine efficiency, combustion advisory, and CEMS-linked emission compliance for sub- and supercritical units.
Cement & Steel
Kiln, furnace, and rolling-mill asset monitoring with predictive maintenance and energy-intensity tracking.
Oil, Gas & Petrochemicals
Process safety alerts, flare & fugitive emission tracking, and SOP-grounded AI chat for control-room engineers.
Water & Wastewater Treatment
Real-time performance dashboards, pump/blower health tracking, and discharge-quality compliance monitoring.
Chemicals & Process Manufacturing
Batch and continuous process KPIs, deviation alerts, and a searchable knowledge base of SOPs and case history.
Renewable Energy (Solar/Wind)
Asset performance ratios, availability tracking, and start-up/curtailment advisories across distributed sites.
Engineering Context Plus Digital Intelligence
Built for small and mid-size plants, at a price that pays back within a year.
Engineering + IT + OT
Industrial context across plant operations and digital systems.
Configured to the Plant
KPIs, assets, workflows and consent limits reflect your operating environment.
Knowledge-Centric
Operational data combined with approved documents and confirmed case history.
Security-First Approach
The integration and intelligence boundary is designed for industrial safeguards.
Not another dashboard — a configurable intelligence layer that helps engineers turn context into action.
Let’s Start a Conversation
See PlantAI on your plant’s own data with a 3-month proof of value.