ENGINEERING THE FUTURE OF INTELLIGENT MACHINES

Industrial Sensing,
Edge AI & Control

We build sensors, intelligent edge devices and control systems that turn machine data into actionable insights.

ENABLING MACHINES TO SENSE, DECIDE & ACT

From Physical Sensing to Edge Decision to Actuation
— Engineered as One Stack

From miniature AI-enabled sensors to intelligent sensor nodes and deterministic actuator controllers, our platforms bring sensing, intelligence and precise action to machines and connected systems across diverse applications.

Product Architecture

Built Around Sense. Decide. Act.

IGNISFORMA delivers an integrated stack spanning precision physical transducers, micro-edge inference, and deterministic machine control.

01 / SENSE Precision Transducers

Sensing & Sensor Fusion

High-bandwidth physical sensor nodes capturing multi-modal signals with microsecond-deterministic hardware synchronization (TS-Clock).

  • IGFO-100 Edge AI Sensor Node
  • Mercury Z1 Inline Multi-Modal Sensor
  • Precision Strain-Gauge Amplifier Platform (coming soon)
  • Single Pair Ethernet (SPE) & BLE Connectivity
02 / DECIDE Micro-AI & Edge

Edge Compute & AI

Real-time feature extraction, FFT and power spectral density (PSD), and embedded TinyML models running directly at the sensor or gateway.

  • Sensor-Level TinyML Micro-Inference Engine
  • XTR 315 Edge AI Gateway (NXP i.MX, Arm Cortex-A)
  • Real-Time Anomaly Scoring & ISO 20816 Classifiers
  • FPGA High-Speed Digital Signal Processing
03 / ACT Deterministic Control

Control & Heavy-Duty Relays

Automotive-grade CAN 2.0B heavy-duty relay controllers, transient surge protection, and fast-trip hardware fast-trip interlocks for mobile and plant machinery.

  • 6-Channel CAN 2.0B Heavy-Duty Relay Controller (REX-266)
  • ISO 16750-2 load dump & ISO 7637-2 transient protection (9–36 V DC)
  • Deterministic Hardware Fast-Trip Cut-Off
  • Off-Highway Mobile Machinery & Industrial Equipment Fit
Closed-Loop System Architecture Deterministic Closed-Loop Architecture

Complete End-to-End System Pipeline

Synchronous physical sensing → on-sensor TinyML micro-inference → SPE / industrial fieldbus transport → edge gateway → deterministic fast-trip actuation. Explore live telemetry simulations and multi-stage fault scenarios in our interactive solution pipeline.

Explore Interactive Pipeline →
Operating Environments

Engineered for Demanding Industrial Sectors

Sensing and edge intelligence proven in cleanrooms, heavy off-highway mobile equipment, and 24/7 automated factories.

Semiconductor Cleanroom Wafer Fab
Cleanroom / Sub-Micron

Semiconductor Fab & Cleanroom

Low-noise vibration isolation monitoring for lithography steppers, wafer handling robotic end-effectors, and turbomolecular vacuum pump acoustic health.

Explore Fab Solutions →
Off-Highway Heavy Mining Machinery
Severe Shock & Mobile

Off-Highway & Heavy Mobile

Rugged IP67 (IP69K available via custom ODM) shock and hydraulic pressure monitoring for mining excavators, heavy construction, and mobile machinery with CAN/J1939 telemetry.

Explore Off-Highway →
Turbofan engine on a ground test stand for vibration and telemetry acquisition
Aerospace & Defense

Aviation & Aerospace Defense

Turbofan propulsion health monitoring, hydraulic cavitation and fuel line micro-leak acoustics, and edge compute designed for MIL-STD environmental compliance for flight test telemetry.

Explore Aviation Solutions →
Energy and Power Generation Infrastructure
Energy & Utilities

Energy & Power Infrastructure

High-voltage transformer partial discharge acoustic monitoring, gas turbine vibration harmonics, and grid asset condition tracking.

Explore Energy Solutions →
High-Speed Passenger Train and Railway Infrastructure
Rail & Rolling Stock

Rail & Transit Mobility

High-speed axle-box bearing telemetry, bogie hunting oscillation monitoring, pantograph arc acoustic detection, and wayside wheel health designed for EN 15437 & EN 50155 compliance.

Explore Rail Mobility →
Industrial Chemical and Process Pipeline Facility
Process & Fluid Networks

Process Plants & Pipelines

Acoustic valve-passing and leak detection, pump cavitation tracking, and pressurized chemical gas flow line integrity with Mercury Z1 inline sensors.

Explore Process Solutions →
Ecosystem & Industry Alliances

Ecosystem & Memberships

Member of industry alliances and working with technology, sourcing and academic partners

Intel Partner Alliance

Intel Partner Alliance

NXP Registered Partner

NXP Registered Partner

NVIDIA Inception Program

NVIDIA Inception Program

ROHM Semiconductor

ROHM Semiconductor

MARGO Linux Foundation

MARGO (Linux Foundation)

EtherCAT Technology Group

EtherCAT Technology Group

SEMI Semiconductor Alliance

SEMI Alliance

Single Pair Ethernet System Alliance

Single Pair Ethernet Alliance

Vigil Technologies L.L.C.

Vigil Technologies

Harmonia Electronics

Harmonia Electronics

Mount Carmel College Autonomous

Mount Carmel College

Sumaitra Innovations Pvt Ltd

Sumaitra Innovations

All trademarks and logos are the property of their respective owners. Their display indicates program membership or a working relationship and does not imply endorsement.

How We Work

Engagement Models

Clear deliverables, explicit IP boundaries, and lifecycle engineering support tailored to OEM machine builders and plant engineers.

Model 01 COTS Product Solution

COTS Product Solution

Concept-to-validation typically within 4 weeks. Deploy commercial hardware (IGFO-100, REX-266) with no NRE for standard platforms.

4-Week Pilot Kits: Turnkey evaluation kits with breakout accessories and engineering onboarding.
No NRE for Standard Platforms & Open APIs: Compliance-designed hardware (EMC / radio / environmental) with standard industrial connectors and open fieldbus integration.
Enterprise Commercial Terms: Volume pricing available and standard 2-year industrial warranty.
View Platform Details →
Model 02 Joint Development

Custom ODM Co-Development

Accelerate time-to-market with custom-engineered sensor hardware, IP67/IP69K enclosures, and edge TinyML models tailored to your machine envelope.

IP & BOM Ownership Options: Dedicated or shared intellectual property rights with transparent bill of materials.
Turnkey Lifecycle Engineering: Architecture, high-speed PCB layout, tooling DFM, and custom BSP drivers.
Pre-Compliance & Batch Production: Extended thermal design up to −40 °C to +105 °C (custom ODM), MIL-STD vibration design targets, and turnkey batch delivery.
Explore Turnkey ODM Lifecycle →
Model 03 Turnkey Deployments

Turnkey Solutions & Pilots

Enterprise asset monitoring deployments configured for robotics, mining vehicles, and semiconductor fabs with SLA-backed uptime (per contract) and measurable outcomes.

Asset Baselining & Calibration: Multi-modal vibration and acoustic profiling directly on live production machinery.
Turnkey Plant Integration: Seamless connectivity to modern SCADA, MES platforms, and enterprise cloud networks.
Measured outcomes & Enterprise SLAs: Milestone-based pilot execution with reported failure-avoidance metrics.
Partner Ecosystem

Join the IGNISFORMA Solution Partner Network

We collaborate with System Integrators, Automation OEMs, Reliability Consultants, and Industrial Solution Providers to deploy deterministic sensing and edge AI intelligence across severe operating environments worldwide.

System Integrators

Expand your industrial automation portfolio with compliance-designed intelligent sensor nodes, universal fieldbus connectivity, and turnkey pilot kits for brownfield plants.

OEM Machine Builders

Embed wideband acoustic (airborne + structure-borne), tri-axial vibration, and hydrodynamic intelligence directly into your machinery with white-label and custom ODM options.

Reliability Consultants

Empower your vibration analysis and acoustic health audits with calibrated wideband sensors, ISO 20816 automated tracking, and high-frequency FFT captures.

Solution Distributors

Access attractive margin structures, demonstration hardware discounts, joint lead generation, and dedicated Field Application Engineering (FAE) support.

Ready to Become an Authorized Solution Partner?

Speak with our Partner Alliance Director to discuss commercial agreements, evaluation kits, SDK access, and joint customer opportunities.