Fully Governed Operations, From Plant to Fields

From plant floor to field service, empower every operator, technician, and manager with real-time data streaming by transforming fragmented operations into unified, intelligent workflows through Flex83 platform

Person holding a tablet showing a Smart Industrial Control System dashboard with machine performance data.
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Operations Unified, Complexity Eliminated

Engineer wearing a white hard hat using a laptop outdoors near electrical equipment.
Engineer wearing a white hard hat using a laptop outdoors near electrical equipment.

Contextual data ingestion at technicians' fingertips through IoT device monitoring. No more hunting for manuals, schematics, or historical logs. Every connected asset's complete operational story—accessible remotely via real-time data analytics.

Break down silos between maintenance, operations, and engineering. One IoT solution architecture connects CMMS, ERP, historians, and real-time devices into actionable intelligence.

Central data server connecting to IoT devices, AI analytics, cloud storage, and GPS monitoring systems.

Extensible IoT integrated solutions connects 100+ systems out-of-the-box. Add new data ingestion sources, tools, or workflows—all through IoT connectivity without custom coding.

Connect Your Operations Ecosystem

Legacy CMMS, modern ERP, proprietary historians—Flex83 orchestrates them all through an extensible connector marketplace.

Reimagine Field Service from Reactive to Predictive

Condition monitoring-driven field operations maximize connected assets uptime, optimize technician capacity, and elevate customer experience.

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Remote Diagnostics

Real-time data streaming, historical patterns, and AI-powered diagnostics identify root causes remotely via asset health monitoring, allowing you to analyze equipment conditions before dispatching technicians. This allows—right technician, right parts, and first visit resolution.

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Optimized Route Planning

Intelligent scheduling considers asset criticality, geographic proximity, technician skills, parts availability, and customer SLAs. Dynamic re-routing adapts to emergent priorities.

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Predictive Service Scheduling

Condition monitoring triggers proactive service calls before failures occur, allowing you to schedule maintenance during planned windows, not emergency shutdowns

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First-Time Fix Rate Optimization

Equip technicians with complete context: failure predictions, recommended procedures, parts compatibility, expert guidance—reduce truck roll, improve customer trust.

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Knowledge Graphs

Every field interaction generates data ingestion from various sources—technician notes, resolution steps, parts used—captured and analyzed through end-to-end data pipeline management to provide unified asset management insights

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Customer Self-Service Portal

White-labeled portals give customers visibility into their equipment health via asset remote monitoring, service history, and upcoming maintenance. Enable transparency for work orders from service requests, technician tracking, and resolution.

See, Understand, and Optimize Every Data Flow

Operational intelligence depends on reliable data pipelines. Flex83 provides complete visibility into data health, performance, and costs—so surprises don't derail operations.

Visualize data ingestion flow from edge through data pipeline security to analytics. Track ingestion rates, real-time data streaming latency, data consumption, and query performance. Identify bottlenecks before impacting operations via end-to-end data pipeline management.

Data profiling dashboard showing total rows 17,856, columns 134, zero duplicate rows, and 51.4% data quality score.

Monitor data completeness, accuracy, and freshness across all operational sources. Catch schema drift, missing sensors, or corrupt data with automated validation before downstream systems break.

Cost and usage graph showing total cost of $57.43 in March 2026 across 7 services, led by EC2-Instances at $47.22.

Understand exactly what operational data costs. Gain granular visibility into compute, storage, network, and API usage—per data source, per application, per business unit. Identify expensive queries, optimize retention policies, eliminate waste, and reduce infrastructure spend via observability cost optimization.

Build Once, Deploy Everywhere with Enterprise Security

Operational applications need flexible data ingestion access without compromising security.

Developer Experience & Documentation

Ease developer experience with interactive API explorer, auto-generated documentation, and client SDKs in major international languages.

Documentation page of Flex83 AIoT Platform showing detailed field doc for Connector class with readonly field and key info.

Catalog APIs

Exposes every operational catalog through a unified API layer built for integration at scale. Connect dashboards, assets, widgets, ML predictions, and data catalogs from one platform endpoint. Extend Flex83 workflows into external systems without duplicating logic or rebuilding data flows.

API parameters input for X-Tenant-ID and a successful GET API response with a custom dashboards JSON message.

Role-Based Access Control

Ensure granular permissions down to field level backed via data pipeline security. Operations managers can see plant-wide data and technicians' may access only assigned connected assets, whereas customers view their assets exclusively through the IoT platform.

Create Role form with fields for Role Name, Display Name, and Description, plus selectable permissions categories.

End-to-End Data Lineage

Visualize how raw edge data evolves into actionable insight. Track provenance, see dependencies, and comply with every audit step.

Documentation page of Flex83 AIoT Platform showing detailed field doc for Connector class with readonly field and key info.
Documentation page of Flex83 AIoT Platform showing detailed field doc for Connector class with readonly field and key info.

Ease developer experience with interactive API explorer, auto-generated documentation, and client SDKs in major international languages.

API parameters input for X-Tenant-ID and a successful GET API response with a custom dashboards JSON message.
API parameters input for X-Tenant-ID and a successful GET API response with a custom dashboards JSON message.

Exposes every operational catalog through a unified API layer built for integration at scale. Connect dashboards, assets, widgets, ML predictions, and data catalogs from one platform endpoint. Extend Flex83 workflows into external systems without duplicating logic or rebuilding data flows.

Create Role form with fields for Role Name, Display Name, and Description, plus selectable permissions categories.
Create Role form with fields for Role Name, Display Name, and Description, plus selectable permissions categories.

Ensure granular permissions down to field level backed via data pipeline security. Operations managers can see plant-wide data and technicians' may access only assigned connected assets, whereas customers view their assets exclusively through the IoT platform.

Visualize how raw edge data evolves into actionable insight. Track provenance, see dependencies, and comply with every audit step.

Operational Excellence
Across Verticals

Whether discrete manufacturing, process industries, or distributed assets, Flex83 adapts to your operational model.

High-Precision Flow Metering Solution

The Impact

response times reduced from hours to minutes, and improved compliance through data lineage tracking and comprehensive dashboards.

99.95%

operational uptime,

<2  sec

response times

Challenge

Inefficient remote calibration validation, delayed device alerts causing operational disruptions, and complex user account management across repair logs.

Solution

Enabled secure OTP-based IoT device configuration management with real-time asset monitoring, and automated alerts.

Smart Metering Utility Infrastructure at 18M Scale

The Impact

millions of data points/hour ingestion, >99.95% uptime, and cloud agnostic deployment readiness.

90%

cloud cost reduction

₹0.08

per device/month

100%

data ingestion validation

Challenge

Managing 18 million connected assets with variable data frequencies across distributed networks while maintaining enterprise reliability and minimizing cloud infrastructure costs.

Solution

Enabled end-to-end data pipeline management via Kafka, distributed machine learning in IoT jobs, and automated data ingestion with multi-tenant data security

A Unified Asset Management

The Impact

threefold reduction in development costs, proactive customer engagement via asset remote monitoring, and seamless scaling for enterprise growth.

99.99%

uptime SLA

10X faster

IoT solution deployment vs. custom builds

Challenge

400,000+ devices lacking centralized IoT solution architecture, no real-time condition monitoring, limited multi-tenant customization, and inability to scale customer engagement at enterprise level.

Solution

A scale-ready asset performance management solution with predictive maintenance and real-time data analytics dashboards.

Trusted by global enterprises you already aware of

Middle-aged man smiling against a dark background.
John M

Head of Product, Actiontec

The FLEX83 as an Application Enablement Platform (AEP) was easily customized to handle our sophisticated and high-scale application. The IoT83 team worked with us to deliver this high-quality solution in a very short time.

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RPMA
Networks

IoT83 is revolutionizing the industrial IoT by enabling digital transformation with its secure & scalable platform (Flex83), its application tools, and agile services, streamlining the big data deployments in a cost-effective manner for a faster and increased ROI.

nVent company logo with colorful rays above the letter n.
Constantine S

Product Lead

The software is very easy to use & intuitive. FLEX83 has been extremely helpful & committed to nVent success moving the company forward with connecting our legacy installed controller base to the cloud platform.

Renesas Electronics logo on a blue background.
Renesas
Electronics

IoT83's cloud platform (Flex83) enabled Vision AI applications on Renesas Virtual Lab's RZ/V series MPUs. It supports RZ/V2M and RZ/V2L evaluation boards, using standard ONNX models and a DRP-AI translator. This solution performs AI inference while delivering metrics like FPS, FPS/Watt, and Inference Time.

Isometric illustration of a beige industrial hydraulic pump with gauges and pipes.
Product Manager

American Appliance, OEM

When working with Flex83, you are not just getting a world-class Application Enablement Platform (AEP), you are also gaining access to some of the brightest Dev Minds in the cloud space. It added immense value to our operations.

"The beauty of AIoT Platform by IoT83 is in how it allows us to be faster and flexible in terms of what we can offer to our clients, taking innovations to the next level for product and services."
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Niclas Anderson

VP Sales, Vitronic

Frequently Asked Questions

Can Flex83 integrate with our existing CMMS and ERP systems?

Yes. Flex83 includes pre-built connectors for 100+ systems including SAP, Oracle, Maximo, JD Edwards, Microsoft Dynamics, Infor, Aveva, OSIsoft PI, and major industrial platforms. Bi-directional integration enables Flex83 to read asset data and write back work order updates, inventory changes, and status reports.

What happens if mobile devices lose connectivity in the field?

Technicians can access downloaded asset data, procedures, and forms—completing work without connectivity. Changes sync automatically when connection restores. Conflict resolution handles overlapping edits gracefully.

How do we control what data field technicians can access?

Role-based access control (RBAC) extends to mobile interfaces. Define permissions by user role, asset class, location, or customer relationship. Technicians see only assigned work orders and related assets. Sensitive financial or strategic data remains restricted. White-labeled customer portals enforce multi-tenant isolation automatically.

Can customers access real-time data on equipment we service for them?

Absolutely. Flex83's white-labeled customer portal provides asset health dashboards, service history, predictive alerts, and self-service request submission. You control exactly what data customers see—down to individual sensors or metrics— enabling a brand experience as your service offering, not a third-party tool.

How does pipeline observability help reduce operational costs?

Visibility into data pipeline costs reveals expensive queries, over-retained data, and inefficient processing. Typical optimizations include: archiving cold data to lower-cost storage (40% savings), optimizing query patterns (30% compute reduction), eliminating duplicate data flows (20% network savings). Most customers reduce infrastructure costs 30-40% within the first few quarters.

How does Flex83 handle safety-critical operational data?

Safety-critical data receives elevated governance: immutable audit logs, mandatory approval workflows, field-level encryption, and compliance-ready retention policies. Define safety interlocks that prevent unauthorized changes to critical parameters. Full traceability from operator action to system response satisfies regulatory requirements.

What's the typical ROI timeline for industrial operations transformation?

Quick wins appear within weeks (mobile work orders, real-time visibility). Measurable ROI typically emerges within 3-6 months (reduced downtime, improved technician productivity). Transformational impact (predictive operations, autonomous workflows) compounds over 12-18 months. Most customers achieve 3-5x ROI within 2 years.

Can we phase deployment across multiple plants or regions?

Yes. Multi-tenant architecture supports phased rollout with isolated environments per site. Start with pilot facility, validate ROI, then replicate configuration to additional locations. Centralized governance ensures consistency while allowing site-specific customizations. Scale from 1 to 100+ facilities without architectural changes.