Turn Plant Telemetry into
Real-Time Operational Foresight
Industrial cybernetic intelligence for continuous process plants. Connect existing plant data sources and telemetry without operational disruption to predict equipment failure, eliminate quality drift, and optimize operating setpoints.
Where Traditional Plant Operations Leave Margin on the Table
Continuous process manufacturing facilities run complex physical assets under volatile operating conditions. Conventional DCS systems provide alarms and reactive trip logic, but fail to deliver proactive operational foresight.
Conservative Operating Margins
Operators run far inside safe metallurgical or thermodynamic envelopes to avoid trips, sacrificing unrecovered throughput and yield.
Unplanned Critical Equipment Trips
Periodic vibration routes and threshold-based SCADA alarms detect mechanical wear only after irreversible component damage has begun.
Laboratory Quality Assay Lag
Slow physical lab turnaround creates hours of blind running, leading to batch re-blending, off-spec production, or excessive chemical dosing.
Unleveraged Plant CCTV Streams
Facility cameras serve passive security instead of actively monitoring flare combustion, steam leaks, material spillages, or PPE compliance.
SYMPHONOUS: P&ID-Driven
Plant Digital Twin
SYMPHONOUS maps multi-stream plant telemetry directly onto Piping & Instrumentation Diagrams (P&IDs) and isometric schematics. Rather than treating plant operations as isolated statistical time-series, SYMPHONOUS evaluates process changes through first-principles thermodynamics, reaction kinetics, and mass-energy balances.
Native Industrial Protocol Connectors
Out-of-the-box integration with OSIsoft PI, Honeywell PHD, Aspen InfoPlus, standard OPC-UA, Modbus, MQTT, and enterprise historian systems.
Edge-First Deterministic Execution
Deployed locally inside the plant DMZ. Runs autonomously on ruggedized plant hardware with zero external cloud dependencies.
High-Performance Mathematical Inference
Evaluates thousands of interconnected variables simultaneously to anticipate multi-loop drifts and calculate optimal setpoints.
Three Coordinated Engines for Plant Intelligence
SYMPHONOUS coordinates three distinct computational engines to simultaneously optimize continuous process control, safeguard heavy rotating machinery, and enforce operational vision guardrails.
OpsNous
Real-Time Setpoint & Process Optimization
OpsNous continuously analyzes live operating conditions to recommend optimal setpoints across temperature, pressure, feed rates, and reflux ratios—maximizing high-value product yield while minimizing specific energy consumption.
MachNous
Continuous Machine Health & Failure Prediction
Designed for continuous monitoring of heavy rotating and reciprocating machinery—including multistage compressors, boiler feed pumps, expanders, and extruders. Analyzes high-frequency vibration, bearing temperatures, and lube oil telemetry to detect sub-surface mechanical degradation weeks before physical alarms trigger.
SentiNous
Computer Vision for Safety & Emissions Compliance
Transforms passive CCTV surveillance into active, automated operational guardrails. SentiNous runs real-time edge computer vision to monitor flare stack combustion opacity, detect hazardous steam and gas leaks, identify conveyor belt misalignments, and enforce safety zone compliance.
Air-Gapped Deployment for
Critical Infrastructure
Process industries form the economic and energy backbone of the nation. Systems Intelligence Labs guarantees uncompromising cybersecurity, strict data isolation, and total compliance with Indian critical manufacturing regulations.
100% On-Premises & Air-Gapped Operation
Runs locally within plant infrastructure, with optional selective sync according to deployment configuration. No telemetry leaves the plant perimeter without explicit cryptographic sign-off.
ISA-95 Level 3 / DMZ Integration
Deploys safely at the operations management layer (Level 3). Utilizes read-only connectors and unidirectional data diodes to protect Level 1/2 control networks (PLCs, DCS, SIS) from external exposure.
Indian Statutory & Regulatory Compliance
Engineered to meet Indian industrial data governance standards, ISO 27001 cybersecurity frameworks, and CPCB continuous emission monitoring connectivity protocols.
A Structured 90-Day Pathway to Measurable ROI
Evaluate SYMPHONOUS on a single high-priority unit—such as an unconstrained distillation column, critical gas compressor, or industrial furnace—with zero operational disruption and clearly defined engineering benchmarks.
Plant Scoping & Data Ingestion
Site inspection, P&ID mapping, and non-intrusive read-only connector configuration to existing historians.
Digital Twin Calibration
Baseline model training against 12–24 months of historical plant logs; fine-tuning thermodynamically constrained limits.
Live Shadow Mode Operations
Real-time advisory mode in the control room. Side-by-side comparison of operator actions vs. engine recommendations with process engineers.
ROI Verification & Commercial Handoff
Rigorous thermodynamic and economic reconciliation of yield uplift, energy reduction, or outage avoidance; executive handoff report.
Ready to Scope a 90-Day Pilot on a Single Plant Unit?
Our senior process control engineers will inspect your historian topology and outline unit qualification criteria.
Documented Engineering Deployments
Verified operational improvements across heavy industrial process units using SYMPHONOUS digital twin optimization and predictive machine protection.
Chemical Manufacturing
Submerged Arc Calcium Carbide Furnace
CHALLENGE: Highly non-linear electrical resistance and severe electrode hunting resulting in inconsistent product grade and batch variations.
SOLUTION: Deployed OpsNous to continuously optimize electrode immersion depths and electrical phase balance.
Upstream Oil & Gas
Offshore Reciprocating Gas Compressors
CHALLENGE: High cyclic vibration and frequent valve fatigue causing sudden unscheduled shutdowns on offshore platforms.
SOLUTION: Configured MachNous for high-frequency dynamic pressure and acoustic vibration pattern analysis.
Petroleum Refining
Refinery Flaring & Steam-to-Gas Optimization
CHALLENGE: Unoptimized steam-assisted flaring resulting in black smoke opacity violations during sudden unit upsets.
SOLUTION: SentiNous computer vision coupled with live flare gas header composition models to modulate steam injection.
Engineered for India's Heavy Process Sectors
Our models are grounded in first-principles chemical engineering, thermodynamics, and physical plant metallurgy across continuous industrial sectors.
Petrochemicals & Refineries
Catalytic crackers, CDUs/VDUs, hydrotreaters, reformers, ethylene plants.
Specialty & Agro Chemicals
Batch reaction vessels, continuous chlorination, distillation trains, solvent recovery.
Thermal & Captive Power
Supercritical boilers, turbine steam cycles, condenser debottlenecking, HRSGs.
Steel & Metal Smelting
Submerged arc furnaces, blast furnaces, continuous casting, hot rolling mills.
Cement & Lime Plants
Preheater rotary kilns, clinker coolers, vertical roller mills, raw mix blending.
Fertilizers & Ammonia
Primary reformers, ammonia synthesis loops, urea granulators, nitric acid plants.
Pharmaceutical Bulk Drugs
API batch reactors, crystallizers, sterile filtration, continuous drying systems.
Industrial Water & Effluents
Zero liquid discharge (ZLD) plants, multi-effect evaporators (MEE), RO trains.
Indian Enterprise Entity & Proven Leadership
Systems Intelligence Labs Private Limited is a registered Indian corporate technology enterprise dedicated to advancing core-sector manufacturing intelligence with complete data sovereignty and local engineering support.
Shobhit Misra
LinkedInFounder & Chief Executive Officer
Combines advanced chemical engineering domain depth with global corporate technology experience. Prior to founding Systems Intelligence Labs, led technology and operational engineering initiatives across major global enterprises.
Sanjay Mehta
LinkedInCo-founder & Strategic Advisor (Non-Executive)
Technology and business leader experienced in advancing digital innovation, operational transformation, and data-driven decision-making across complex manufacturing environments. As a Strategic Advisor, he provides non-executive guidance on corporate strategy, market expansion, partnerships, and growth.
Schedule a Technical Scoping Consultation
Discuss your plant's specific operational bottlenecks, historian topology, and unit optimization objectives directly with our senior process control engineers.
Frequently Answered Technical Questions
Key technical details regarding security, protocol connectivity, deployment timeline, and data sovereignty.
Q: Does SYMPHONOUS require internet access or cloud connectivity?
No. SYMPHONOUS is engineered from the ground up for on-premises, air-gapped deployment within your plant's Level 3 operational network. Model inference, real-time telemetry processing, and operator dashboards execute entirely within your local server infrastructure, with zero telemetry leaving the plant perimeter without explicit authorization.
Q: How does the platform connect to our existing DCS and historian systems?
We interface with existing secondary data historians such as OSIsoft PI, Honeywell PHD and Aspen InfoPlus, as well as standard OPC-UA interfaces, using non-disruptive integration designed to avoid interference with live operations.
Q: What is the timeline and plant commitment for the 90-Day Pilot?
The 90-Day Pilot follows a structured four-phase pathway: Days 1–15 for non-intrusive data hookup, Days 16–45 for historical calibration, Days 46–75 for live control room shadow mode, and Days 76–90 for reconciled ROI verification. Plant engineering commitment is limited to initial P&ID review and periodic shadow mode feedback.
Q: Who owns the intellectual property and plant operational models generated?
Your enterprise retains sovereign ownership of all plant telemetry, historical datasets, and proprietary operational configurations. Systems Intelligence Labs does not claim ownership of client process data.