01SENSE
Senses the physical world
A sensor detects an unusual equipment temperature.
CamerasIoT SensorsGPS / RTLSSatelliteMachine data
Spot problems earlier.Keep operations running.
We connect cameras, sensors, and machine data to help your team detect defects, monitor equipment, and respond to problems across sites.
- WHAT IS PHYSICAL INTELLIGENCE
AI that senses, decides and acts in the physical world.
Physical intelligence connects information from equipment and sites with the systems people use to manage operations.
02DECIDE
Decides with context
The system checks equipment history and operating limits to understand whether the reading needs attention.
Edge inferenceVision modelsRule engineHistorical state
03ACT
Acts with accountability
The maintenance team receives an alert with the relevant context, then decides how to respond.
Operator alertsWorkflowsControlled actionsAudit trail
Deployed with teams across automotive, heavy equipment, smelting & metals, public safety, utilities, logistics, pharma, airports and infrastructure.
Automotive OEM
Tier-1 Supplier
Heavy Equipment
Smart Infrastructure
Utilities & Power
Logistics Operator
Public Safety
Defence
Smelting & Metals
Mining
Cement & Minerals
Oil & Gas
Pharma & Life Sciences
Food & Beverage
Airports & Transit
Ports & Terminals
Water & Wastewater
Construction
Automotive OEM
Tier-1 Supplier
Heavy Equipment
Smart Infrastructure
Utilities & Power
Logistics Operator
Public Safety
Defence
Smelting & Metals
Mining
Cement & Minerals
Oil & Gas
Pharma & Life Sciences
Food & Beverage
Airports & Transit
Ports & Terminals
Water & Wastewater
Construction
- PHYSICAL SYSTEMS, VISIBLY REALSee what is happening.
See what is happening.
Know where to act.
Explore six projects connecting equipment, cameras, and site information to the work of operational teams.
PHYSICAL AI · CASE STUDY
Fleet operations and driver assistance
Bring vehicle data, trip records, and driver events together so teams can review incidents and coordinate action.
View case study ↗1 / 6 · Scroll
Fleet operations and driver assistance
Bring vehicle data, trip records, and driver events together so teams can review incidents and coordinate action.
- From the case study
- 260 vehicles and 307 devices; silent devices flagged in under 48 hours.
- Operating boundary
- Trip evidence supports review by fleet teams.
1 / 6
Help teams run safer, more efficient operations.
Give people a clearer view of equipment, sites, and emerging problems so they can act sooner.
PRIORITY OUTCOMES
What could improve in your operations?
Start with a recurring problem, identify the information your team needs, and measure whether the system helps them act sooner.
1
Spot defects earlier
Use camera checks to flag possible defects for inspection before they move further through production.
Up to 92%detection recall on surface defects in auto-component lines
2
Reduce equipment downtime
Track unusual readings so maintenance teams can investigate before a fault becomes a breakdown.
18–30%lower unplanned downtime after 90 days of monitoring
3
Monitor sites remotely
Bring site readings, camera feeds, and alerts into one place for teams working across locations.
1 paneacross 100+ sites, cameras and gensets we have deployed
4
Find energy waste
Compare consumption across equipment and sites to identify where energy use needs investigation.
6–12%typical energy savings surfaced within first quarter
5
Identify safety risks
Flag visible hazards and unusual conditions to support review and response by your team.
< 2 secedge inference latency for PPE, intrusion and smoke events
6
Simplify environmental reporting
Collect readings and event records to support reporting, with people reviewing data quality and requirements.
Audit-readyevent trail for ESG, EHS and compliance submissions
CAPABILITIES
Connect your equipment, sites, and teams
See what is happening. Understand the problem. Help your team respond.
Remote monitoring & control
Monitor and manage sites remotely
See equipment status, investigate alerts, and manage sites remotely with controlled access.
Video and Camera systems
View and manage camera feeds
Bring live video, recordings, and camera health into a system your team controls.
IoT & telemetry systems
Track equipment and sensor readings
Collect equipment readings, track changes, and alert teams when something needs attention.
SYSTEM ARCHITECTURE
From equipment data to informed action
Collect information → Connect it → Identify problems → Help teams respond → Improve over time
Collect information
Read signals from cameras, sensors, and machines to understand conditions on site.
OUR PRODUCTS
Products for connected operations
We combine our platforms with engineering and integration work to fit your equipment, sites, and workflows.
BY SCROBITSCONNECTED EQUIPMENT
InfiIoT
Turn equipment readings into a connected service.
- Who it is for
- Industrial OEMs and equipment service teams.
- Platform capabilities
- Device records, readings, health monitoring, alerts, and service history.
- Engineering & integration
- Equipment protocols, firmware, customer applications, and service-system connections.
BY SCROBITSCAMERAS & COMPUTER VISION
InfiVision
Help teams spot defects and events that need attention.
- Who it is for
- Manufacturing, safety, and site operations teams.
- Platform capabilities
- Camera-based detection, event alerts, and review workflows.
- Engineering & integration
- Camera setup, use-case models, site-specific evaluation, and response workflows.
BY SCROBITSSATELLITE & FIELD INTELLIGENCE
Drishti
Find changes on the ground and prioritise inspections.
- Who it is for
- Municipal, infrastructure, and field inspection teams.
- Platform capabilities
- Satellite change detection, source imagery, and an inspection worklist.
- Engineering & integration
- Imagery coverage, local maps, change criteria, and inspection-system connections.
BY SCROBITSFLEET INTELLIGENCE
InfiTracker
Bring vehicle activity and trip evidence into one view.
- Who it is for
- Fleet operators, logistics teams, and transport managers.
- Capabilities to discuss
- Discuss vehicle tracking, trip review, device health, and driver-event visibility for your fleet.
- Engineering & integration
- Vehicle devices, data feeds, alert rules, and fleet-system connections. Platform scope is agreed during assessment.
ENGAGEMENT MODELS
Pick the engagement that matches your readiness.
Start with a clear scope. Each stage gives your team concrete outputs and a basis for deciding what comes next.
01
Assess
Site assessment
Review your equipment and data, then define a practical pilot.
What you receive
- Equipment and data review
- Proposed architecture
- Pilot scope and success measures
02
Pilot
Connected pilot
Test a working system on an agreed site or workflow.
What you receive
- Working system on an agreed site or workflow
- Evaluation results against success measures
03
Scale
Rollout and support
Expand what works, prepare your team, and agree ongoing support.
What you receive
- Deployment plan and operating documentation
- Team training
- Agreed support and responsibilities
Timelines are indicative and depend on site access, hardware availability, data quality, integrations, and security approvals. Assessment and pilot take around 6–10 weeks combined when run sequentially; we confirm the schedule after scoping. Rollout and support are agreed separately.
WHAT PRODUCTION REQUIRES
The unglamorous parts that make the shiny parts work.
We review these six areas during assessment and agree the controls, responsibilities, and support needed for your deployment.
Device fleet & OTA
Enrolment, health, firmware and config across edge boxes, cameras and sensors, rolled out and rolled back safely.
OT/IT security posture
Network segmentation, signed firmware, mTLS, secrets rotation, role-based access and audit trails.
Offline & edge resilience
Local buffering, store-and-forward and degraded-mode operation when connectivity drops.
Observability & cost
Metrics, traces, model accuracy and per-site cost, not just "it works on the demo".
Vision & model evaluation
Golden sets, drift detection, false-positive budgets and human-in-the-loop review.
Change control & SRE
Release gates, incident runbooks, on-call and quarterly operations reviews.
ENGINEERING RANGE
Fluent across the stack from shop floor to cloud.
We work with whatever your plants, vehicles and sites already speak, and plug into the enterprise systems your business already runs.
OPC-UAModbus TCP/RTUMQTT / Sparkplug BProfinetEtherNet/IPBACnetCAN / J1939
NVIDIA Jetson Orinx86 Edge ServersARM GatewaysIndustrial PCsRaspberry Pi CM4
YOLO v8/v9OpenCVDeepStreamTensorRTTritonONNX RuntimeRTSP / WebRTC
InfiIoTAWS IoTAzure IoT HubKafkaTimescaleInfluxDBSnowflake
AWSAzureGCPOn-premAir-gappedKubernetesArgoCD
SAP S/4Oracle EBSMS DynamicsServiceNowMaximoGrafanaPower BI
DEPLOYMENT & SECURITY
Deploy where your governance requires.
Choose a deployment approach with your IT and operations teams. We confirm hardware compatibility, data flows, security controls, and responsibilities before rollout.
Fully on your infrastructure
Plan local processing and storage on your infrastructure, with network access and identity integration agreed with your IT team.
Edge local, cloud for scale
Process information at the edge and use cloud services where needed. Agree which data can leave the site and how it is protected.
Managed on InfiIoT / InfiVision
Agree the hosting region, access controls, isolation, and key-management options for the selected platform and scope.
Controls we agree during assessment
- Security requirements and control review
- Logging, access reviews, and change records
- Device authentication and signed updates where supported
- Agreed key management and data residency
- Role-based access and identity integration
- Security testing scope and remediation responsibilities
CLEAR ANSWERS
Questions we hear from IT heads and operations directors.
The ones we would want answered before signing an NDA, let alone a POC order.
Allow an indicative 2–3 weeks for site assessment and 4–7 weeks for a connected pilot: 6–10 weeks combined if run sequentially. Timing depends on site access, hardware availability, data quality, integrations, and security approvals. We confirm the schedule and success measures after scoping.
We agree ownership, access, and handover in the project scope. This covers your equipment and data, custom code, model artefacts, and operating documentation. Existing ScroBits platforms and third-party components remain subject to their licences; we make those dependencies explicit before work starts.
We assess on-premise and air-gapped requirements against the selected components and hardware. For isolated sites, we agree how updates, monitoring, licensing, and support will work without external connectivity.
We integrate at whichever layer is cleanest for your IT governance: OPC-UA / Modbus / MQTT at the OT side, REST / Kafka / message bus at the IT side, and standard connectors into SAP, Oracle, Dynamics, ServiceNow and Maximo.
All three. Platform licence (InfiIoT / InfiVision) for ongoing use, fixed-price projects for assessments and pilots, and T&M or embedded squads for scaled rollouts. We can structure outcome-linked components on specific KPIs.
Yes. We treat hardware as a given, not a lock-in. ONVIF/RTSP cameras, PLCs, meters and gateways you already own are supported. We only recommend new hardware when the existing stack genuinely cannot meet the KPI.
We agree evaluation data, acceptable false-positive rates, and the operator review process for the workflow. Monitoring and feedback arrangements are defined in the deployment scope so model changes can be evaluated before release.
A pod of 3–7: a solutions lead, an edge / vision engineer, a backend engineer, a frontend / dashboards engineer, an SRE and, for larger rollouts, a field deployment engineer who travels to site.
WHY SCROBITS
Teams pick us when the pilot has to actually ship.
Hardware, edge, cloud and apps: one team
We own the whole chain from device enrolment to dashboards, so handoffs do not swallow your pilot. The same squad that writes the vision model also writes the operator UI it feeds.
EdgeVisionIoT platformApps
What is difficult to see or manage across your operations?
Tell us about your equipment, cameras, or sites. We will come back with an honest view of what can be connected, monitored and improved, and whether a pilot is worth your money this quarter.