Frequently Asked Questions

Flexxbotics uses a four-step approach: Connect, Detect, Correct, Act. It connects incompatible equipment and contextualizes industrial data, profiles actual production to establish operating rules and control limits, detects process drift and risks, and triggers recommendations or authorized actions to prevent production issues.

Flexxbotics does not use software-defined automation as a virtual PLC. Flexxbotics uses software-defined automation for software-based connectivity, data models, and event-driven coordination across industrial equipment and production workflows. Flexxbotics applies this approach through its Edge Software, FlexxCore technology, and Device Drivers, enabling interoperability, real-time data processing, Python-based automation, and controlled actions across heterogeneous plant equipment and controllers.

A real-time control plane is a software layer that governs operating rules, event detection, and authorized actions across factory operations. The Flexxbotics Control Plane connects ongoing production feedback to decisions and controlled actions, enabling closed-loop manufacturing without replacing existing MES, SCADA, UNS, PLCs, or machine controllers.

Autonomous manufacturing uses real-time production data, operating rules, and automated actions to detect and correct production issues with human oversight. It extends traditional factory automation beyond monitoring and predefined sequences to enable proactive, closed-loop operations that improve throughput, quality, and production performance.

Flexxbotics is an autonomous manufacturing platform for closed-loop production and Industrial AI. The platform connects real-time production data to operating rules and authorized actions to increase manufacturing capacity, improve yields, and reduce downtime by scaling human expertise across factory operations.

FlexxCore is the proprietary core technology in the Flexxbotics Platform that translates protocol-level data, maps vendor-specific command methods, and normalizes and contextualizes production data for AI. It enables many-to-many interoperability and controlled read/write actions across industrial equipment and systems using a common framework for data pipelines, protocols, and device interactions.

The Flexxbotics Platform consists of three components. The Control Plane, called FlexxControl, governs operating rules, event detection, and authorized actions. Edge Software, called FlexxEdge, captures and processes data in factory workcells and lines for real-time response. Device Drivers, called Transformers, connect industrial equipment, translate protocols, and contextualize data at the source. Together, they enable closed-loop manufacturing operations for greater industrial autonomy.

Advanced Manufacturing

• Aerospace, Defense, and Space
• Automotive and Heavy Duty
• Industrial Products and Fabrication

High Tech

• Semiconductor Fab & Assembly
• Electronics Manufacturing
• Batteries & Clean Tech

Life Sciences

• Medical Devices
• Pharmaceuticals
• Biotech

The platform connects different types of plant machines, test & inspection systems, and automation equipment in individual workcells, production lines, and multi-factory environments to improve capacity, throughput, quality, and production performance.

Flexxbotics increases production capacity and throughput by reducing downtime, improving equipment utilization, preventing defects, and extending unattended production. It uses real-time production feedback and autonomous process control to proactively identify and correct issues, helping companies increase output from existing equipment and facilities. For example, PMI increased manufacturing capacity by 125% using Flexxbotics.

Flexxbotics Solutions enable companies to automate the decision and response loop using real-time production feedback and operating rules. The platform detects deviations and risks, identifies corrections, triggers escalations, and executes previously authorized actions. Human-in-the-loop oversight defines where automation can act independently and where human approval or intervention is required.

Flexxbotics reduces production downtime, defects, and scrap by detecting process drift, anomalies, and risk conditions before they cause production losses. The platform profiles live production variables, establishes baselines and control limits, and triggers escalations, recommended corrections, or authorized actions to prevent issues and improve throughput and yields. For example, Orizon Aerostructures uses Flexxbotics to proactively identify processing anomalies, supporting reductions in rework and scrap of 40% or more and a 25% decrease in unplanned downtime.

Flexxbotics scales manufacturing expertise by capturing actual production behavior, establishing process baselines and operating rules, and applying expert-approved responses across machines, shifts, and plants. This extends the knowledge and judgment of experienced personnel to more operations while maintaining human oversight and control.

Flexxbotics Automated Production Tracking captures real-time production actuals from lines, workcells, and machines with context for jobs, parts, orders, operators, and shifts. Unlike OEE monitoring, which can fail to explain performance when production mix varies, Flexxbotics tracks actual unit output, cycle times, downtime, and yields to improve production accuracy, ERP reconciliation, and delivery forecasting. For example, EIS eliminated 89% of non-scheduled downtime using Flexxbotics.

Flexxbotics Autonomous Process Control continuously observes production conditions, detects process drift and risks, and triggers authorized actions before defects, downtime, or production losses occur. Flexxbotics enables closed-loop control using real-time production feedback, operating rules, proactive escalations, and human-approved corrections to improve throughput and yields. For example, SpiTrex Orthopedics reduced the overall lead time in production by 20%.

Flexxbotics Process Characterization profiles live production variables to establish process baselines, operating limits, and drift conditions. Flexxbotics captures detailed settings and production behavior across machines, tools, operators, and runs, then identifies deviation patterns as they emerge. This enables earlier intervention to prevent defects, downtime, and yield loss while supporting Industrial AI. For example, Orizon Aerostructures combines CNC spindle and axis servo loads, robot joint loads and temperatures, and probe measurements to identify processing anomalies and support closed-loop process adjustments.

Process monitoring collects industrial data and alerts personnel to operating conditions. Autonomous Process Control goes further by detecting process drift and risk, determining appropriate responses, and securely triggering authorized actions before defects, downtime, or production loss occur. Flexxbotics closes the loop between production feedback, operating rules, and controlled corrective actions. For example, Ruland uses Flexxbotics to enable adjustments for tool wear and other factors based on inspection feedback, supporting continuous operation rather than monitoring alone.

Traditional Advanced Process Control (APC) uses process models and optimization algorithms to regulate production variables within operating limits. Flexxbotics Autonomous Process Control extends closed-loop control across incompatible machines, automation equipment, and factory systems to enable greater levels of production autonomy. It observes real-time production conditions, detects process drift and risks, and invokes authorized actions using operating rules, thresholds, and human-in-the-loop oversight.

Flexxbotics complements and extends Manufacturing Execution Systems (MES) by connecting production activity to operating rules and authorized actions for closed-loop operations. While MES manages production execution, workflows, and tracking, Flexxbotics detects process deviations, determines corrections, and coordinates approved actions across equipment and systems. It connects with and works alongside MES without replacing it.

Flexxbotics extends industrial data platform capabilities beyond data acquisition, normalization, and tag-based contextualization to enable process characterization and autonomous process control. Its platform captures detailed production signals, creates AI-ready data streams, establishes process baselines and operating limits, and detects deviations. The Control Plane connects real-time production feedback to event automation and authorized actions across plant operations.

Flexxbotics extends industrial edge computing beyond local data processing and device connectivity to enable closed-loop plant operations. Its Edge Software, called FlexxEdge, captures protocol-level signals, normalizes and contextualizes production data, processes real-time events, and coordinates equipment. The Control Plane applies operating rules and governs authorized actions across connected factory operations.

Flexxbotics extends MES, SCADA, and IIoT systems by connecting production monitoring to operating rules and authorized actions. Rather than only collecting data, tracking operations, or displaying alarms, Flexxbotics detects process deviations, determines appropriate responses, and enables closed-loop production control. It works alongside existing equipment controllers and manufacturing systems without replacing them.

Flexxbotics extends traditional PLC-based automation by connecting production data to operating rules and authorized actions across factory operations. While PLCs provide deterministic machine control, Flexxbotics captures and contextualizes production data, detects process deviations, and coordinates closed-loop responses across equipment and systems. It works with existing PLCs and machine controllers without replacing them.

A Unified Namespace (UNS) provides a shared data architecture for exchanging industrial information across factory systems. Flexxbotics works within an existing UNS architecture or can be used as the UNS itself. Flexxbotics then captures protocol-level production data, normalizes and contextualizes it at the source, and enables closed-loop operations. Unlike a UNS alone, Flexxbotics connects production feedback to operating rules and authorized actions for autonomous process control.

No. Flexxbotics is an autonomous manufacturing platform that works with existing SCADA systems to enable closed-loop factory operations. Unlike SCADA, which primarily provides supervisory monitoring and control, Flexxbotics connects actual production data to operating rules, detects process deviations, and triggers authorized actions for closed-loop operations to prevent downtime, defects, and production loss.

No. Flexxbotics extends traditional Industrial Internet of Things (IIoT) capabilities beyond data acquisition, connectivity, and monitoring to get more detailed and contextualized data for Industrial AI and enable autonomous process control. The platform captures and contextualizes real-time production data, profiles process behavior, identifies process drift and risks, and triggers approved actions. Flexxbotics can work with existing IIoT systems or replace them.

Yes. Flexxbotics Device Drivers support legacy controllers, serial interfaces, proprietary protocols, and non-standard industrial equipment. They translate protocol-level signals into structured data and support controlled equipment interactions. Developers can create custom Drivers for older machines that lack modern APIs, subject to the communication interfaces available on the equipment.

Yes. Flexxbotics works with existing enterprise and manufacturing systems, including SAP, Oracle, Siemens, Palantir, and other ERP, MES, SCADA, IIoT, and big data AI platforms. It connects factory equipment and production data with enterprise applications to enable real-time feedback, process monitoring, traceability, and closed-loop operations without replacing existing systems.

Yes. Flexxbotics creates normalized, contextualized industrial data streams for analytics, Industrial AI, and autonomous control systems. It works with existing Unified Namespace architectures, message brokers, and data historians. Its APIs and data pipelines support integration with existing systems, including AI and analytics environments, using secure interfaces in each deployment.

Yes. Flexxbotics is compatible with more than 1,000 makes and models of industrial equipment and works with existing ERP, MES, SCADA, IIoT, PLCs, and machine controllers. Its Edge Software and protocol-level Device Drivers connect incompatible factory assets without replacing existing automation infrastructure, enabling incremental deployment of closed-loop operations.

No. Flexxbotics does not replace deterministic control in PLCs, machine controllers, or OEM device software. Its Edge Software and Device Drivers work with existing factory controls to securely collect protocol-level data, coordinate workflows, and support controlled read/write operations. The Edge Software uses the predefined operating rules and authorized actions to coordinate autonomy across connected equipment.

Flexxbotics Drivers, called Transformers, are Python-based software interfaces that connect industrial equipment to the Flexxbotics Edge Software with FlexxCore. They establish device communication, capture protocol-level signals, apply production context, and securely route structured data. Transformers also support optional controlled read/write operations for secure variable updates, commands, and closed-loop automation with human-in-the-loop oversight.

Flexxbotics connects incompatible industrial equipment using protocol-level Device Drivers, called Transformers, that operate within its Edge Software. These Python-based interfaces translate machine-specific signals into normalized, contextualized data, route events, and support controlled read/write operations. The FlexxCore technology inside the Edge Software enables many-to-many interoperability across all types of equipment from different manufacturers.

Flexxbotics uses protocol-level Device Drivers, called Transformers, to translate proprietary device signals, data structures, and command methods into a common industrial data model. Drivers provide access to machine variables, states, events, and parameters while supporting optional controlled read/write operations, enabling equipment from different manufacturers to work together reliability and securely. Flexxbotics gives your team control to develop, configure, extend, and validate Drivers in an open development architecture.

Flexxbotics works with existing factory systems, equipment, and data infrastructure without requiring rip-and-replace disruption. It integrates with ERP, MES, SCADA, IIoT, PLCs, Unified Namespace (UNS), message brokers, and data historians to connect production data with operating rules and authorized actions for closed-loop manufacturing.

Many-to-many interoperability enables different machines, controllers, robots, and automation systems to communicate through a common software framework rather than separate point-to-point integrations. Flexxbotics Transformers operate in the same secure runtime and inherit compatibility across all connected endpoints, allowing new equipment connections to work with existing devices and workflows.

Flexxbotics supports industrial protocols and interfaces including OPC UA, MQTT, MTConnect, Modbus TCP, PROFINET, EtherNet/IP, DeviceNet, TCP/IP, Siemens S7comm, Beckhoff ADS, EIP-Logix, MELSEC, FANUC FOCAS2, HEIDENHAIN TNC, Haas NGC, and serial connections. Its Device Drivers also support proprietary controller interfaces and custom equipment connections without waiting for vendor updates or roadmaps. Flexxbotics gives your team control to develop, configure, extend, and validate Drivers in an open development architecture.

Flexxbotics Platform operates as a software-defined factory layer that connects existing plant equipment and enterprise systems to enable closed-loop operations. It does not replace ERP, MES, SCADA, or PLCs. The platform securely connects real-time production feedback to operating rules, event automation, and authorized actions across factory operations.

Flexxbotics supports OPC UA, MQTT, MTConnect, Modbus TCP, PROFINET, EtherNet/IP, DeviceNet, and other industrial interfaces. Its Device Drivers connect more than 1,000 makes and models of equipment, including controllers and devices from Siemens, Rockwell, Mitsubishi, Beckhoff, HEIDENHAIN, Haas, FANUC, Universal Robots, Cognex, Keyence, Hexagon, and others.

No. Flexxbotics enables manufacturing autonomy using real-time production feedback, operating rules, event detection, and authorized actions without requiring artificial intelligence (AI). Its Control Plane supports rules-based autonomous process control, with the option to introduce Industrial AI incrementally for prediction, prevention, prescriptive optimization, and AI-assisted production decisions.

Flexxbotics enables Industrial AI by collecting detailed protocol-level data from factory equipment, normalizing and contextualizing production variables, and creating process profiles, baselines, and control limits. This provides AI-ready manufacturing data for training, inference, predictive problem detection, and prescriptive optimization, with the controlled implementation of AI recommendations.

Flexxbotics prepares production operations for Industrial AI by connecting factory equipment, capturing detailed protocol-level production data, and normalizing and contextualizing it at the source. This creates AI-ready data streams with production context for analytics, AI training, inference, prescriptive optimization, and autonomous process control.

Flexxbotics uses Device Drivers and the FlexxCore technology to translate vendor-specific protocols, signals, and data structures into a consistent industrial data model which can operate independently or be aligned with existing UNS definitions. It standardizes data elements and adds production context such as parts, operations, machine states, tooling, work orders, and quality results, enabling information from incompatible equipment to be used together.

Flexxbotics captures highly granular protocol-level data from machines, PLCs, robotic automation, test & inspection equipment, sensors, and enterprise systems. Its Edge Software uses asynchronous parallel data pipelines to ingest, normalize, contextualize, and route signals, variables, states, measurements, and events for real-time production monitoring, analytics, and closed-loop automation.

Flexxbotics captures protocol-level signals from factory equipment, standardizes data elements across sources, and adds semantic context at the source. Its Edge Software and Device Drivers associate machine data with products, processes, operations, work orders, operators, and quality outcomes, creating structured, production-aware data for analytics and Industrial AI.

Flexxbotics Industrial Data Connectivity solution captures, normalizes, and contextualizes IIoT data from all types of factory equipment and enterprise systems. Flexxbotics collects highly granular protocol-level signals and adds semantic context at the source such as product, process, operation, work order, and operator. This creates production-aware, machine-readable, and human and AI understandable data ready for analytics, Industrial AI training, inference, and prescriptive optimization.

Industrial AI requires more than raw machine signals and data tags. Contextualized production data adds meaning such as product, process, operation, work order, operator, tooling, and quality outcomes. Process characterization context is important for AI as well and can include baseline conditions, behavioral profiles, operating limits, drift patterns, and anomaly precursors. Flexxbotics creates normalized, production-aware data that AI models can use to identify patterns, understand operating conditions, and support predictive and prescriptive optimization.

Yes. The Flexxbotics Control Plane governs operating rules, event detection, approvals, escalations, and authorized production actions. It connects real-time production feedback with operating limits and human-in-the-loop oversight, providing the secure foundation for AI-assisted production decisions while maintaining human authority over which actions can be executed.

Yes. Flexxbotics evaluates production conditions against operating rules, thresholds, and control limits to determine appropriate responses. Its real-time Control Plane manages approvals and authorized actions, with human-in-the-loop oversight where required. This supports rule-based validation before execution; equipment-specific safety interlocks and deterministic control remain the responsibility of existing control systems.

Flexxbotics governs AI-recommended production actions through its Control Plane, which securely applies operating rules, control limits, approvals, and human-in-the-loop oversight. The platform defines where automation can act independently and where human authorization is required. It triggers approved actions, captures production events, and maintains comprehensive traceability to prevent unauthorized or out-of-limit changes.

Flexxbotics governs autonomous actions through its real-time Control Plane, FlexxControl. The software applies operating rules and control limits to actual production feedback, determines appropriate responses, and manages approvals and escalations. Human-in-the-loop oversight defines which actions can execute automatically and which require human authorization, with events and actions recorded for digital thread traceability and compliance.

Flexxbotics Device Drivers support bidirectional communication with industrial equipment, including status reads, variable reads and writes, parameter setting, commands, and polling. Secure write operations are optional and can be governed through operating rules, permissions, and human-in-the-loop authorization. Existing PLCs and machine controllers continue to handle deterministic equipment control.

Flexxbotics uses operating rules, control limits, approval requirements, and human-in-the-loop oversight to control autonomous production actions. The real-time Control Plane defines and tracks where automation can act independently and where human authorization is required. AI-recommended actions are subject to these controls before execution, helping prevent unauthorized or out-of-limit changes.

Flexxbotics uses human-in-the-loop oversight to define where automation can act independently and where human authorization is required. Its Control Plane governs operating rules, approvals, escalations, and authorized actions while recording production events and decisions for compliance traceability. This enables greater manufacturing autonomy while preserving human authority over production decisions.

Yes. Flexxbotics supports manufacturing operations across production lines, workcells, and plants at multiple sites. Its synchronized edge architecture uses a single data model with bidirectional state synchronization between the Control Plane and edge nodes. Centralized management supports driver deployment, software versions, monitoring, and production oversight across locations.

No. Flexxbotics Edge Software supports online and offline operations with store-and-forward persistence. It processes real-time plant events locally and can synchronize changes when connectivity is restored. The real-time Control Plane can also be deployed on customer servers for secure network topologies and air-gapped implementations.

Flexxbotics supports edge, on-premises, and cloud deployments. FlexxEdge runs in factory workcells and lines on industrial PCs, gateways, and other edge devices. FlexxControl, the real-time Control Plane, can be deployed on customer servers or in either the cloud or GovCloud to govern closed-loop production across facilities.

Yes. Flexxbotics works with a growing partner network of systems integration and technology partners. Partners offer deployment-related professional services for implementation and training. To identify partner options and learn more, contact Flexxbotics directly.

The Flexxbotics Platform uses a distributed architecture with a Control Plane and Edge Software that has Device Drivers. The Control Plane deploys on customer servers or in either the cloud or GovCloud. Edge Software and Drivers run near production equipment in the plants to provide real-time data acquisition and closed-loop automation.

Flexxbotics uses device-based pricing in annual subscription packages with different editions depending on functionality and deployment scope. Volume discounts are available for factory-wide and multi-site installations. Optional add-ons include premium support, GovCloud for high compliance, customer infrastructure, and AI for prescriptive optimization. Deployment related services are time & materials. Flexxbotics provides a free, production-ready Edge Software download for industrial data acquisition and automation cell coordination. It is not a trial and has no time limits. For commercial pricing, contact Flexxbotics directly.

Flexxbotics supports incremental deployment using existing factory equipment, systems, and workflows without rip-and-replace disruption. Many installations occur in a week. Its containerized Edge Software installs on industrial PCs and gateways, with open-source Device Drivers available for rapid connectivity, and the Control Plane can be deployed on site or in the cloud. Manufacturers can start with a single line, production area, or plant and expand across mulit-site operations as results are achieved. For example, Ruland achieved its 80% utilization goal in less than 90 days using Flexxbotics.

Flexxbotics Edge Software uses Docker containers and runs on most industrial PCs, edge devices, and gateways with minimal compute overhead. It can also run on a laptop or PC for development and testing. The free software download requires Docker, with a Windows version available. Specific hardware and resource requirements depend on the deployment.

Flexxbotics provides deployment-related professional services for installation and connectivity with equipment and systems. Discovery Workshops identify business goals and technical requirements. Training sessions provide hands-on education for customer self-sufficiency. Ongoing support is included with the annual subscription packages. For Discovery Workshop details, professional services estimates, and training pricing, contact Flexxbotics directly.

FlexxEdge and the Device Drivers run in the plants to capture protocol-level signals, contextualize data, process real-time events, and coordinate secure workflows between equipment. FlexxControl provides centralized management of operating rules, approvals, escalations, authorized actions, and traceability for compliance. The architecture uses a shared data model with bi-directional state synchronization between the Control Plane and edge nodes.

Yes. Flexxbotics Platform is highly secure industrial software that supports on-premises deployment on private networks with data encrypted in transit and at rest, as well as, zero-trust implementations and offline operations for fully air-gapped environments.

Yes. Flexxbotics provides secure access controls, user roles, permissions, operating rules, and human-in-the-loop authorization for production actions. The real-time Control Plane defines where automation can operate independently and where approval is required. These capabilities enable companies to govern which actions are authorized and control how production responses are initiated and executed with traceability for compliance.

Yes. The Flexxbotics Control Plane provides access control for users, roles, and permissions, with the option for single sign-on (SSO) connection. These capabilities support centralized administration of secure user access to enterprise production operations, intelligence applications, and control functions.

Flexxbotics supports auditability and digital thread traceability by recording and storing production events, values, calculations, decisions, and actions. Its real-time Control Plane maintains encrypted records of operating conditions, escalations, approvals, and authorized updates, while Edge Software captures and persists encrypted records of real-time production events to support troubleshooting, process control, and regulatory compliance.

Flexxbotics supports regulated production by applying operating rules, human authorization, and digital thread traceability to production operations. Its real-time Control Plane records production values, events, calculations, and actions while controlling how authorized process adjustments are executed with human oversight. These capabilities support process consistency, auditability, and compliance workflows across high-compliance production environments that must adhere to governmental regulations.

Flexxbotics provides digital thread traceability by connecting production definition – that includes the product twin, process twin, and asset twin – with equipment data, operating conditions, and authorized actions. Its real-time Control Plane records and stores values, events, calculations, and actions undertaken, creating a traceable record of actual production activity and the responses applied throughout ongoing operations.

Flexxbotics supports regulated production environments with secure operational tracking, human-in-the-loop oversight, access permissions, and compliance traceability. The platform connects production data to operating rules and authorized actions while recording events, decisions, and actions. It also works securely with existing ERP, MES, QMS, SCADA, PLCs, and machine controllers without replacing established control systems.

Flexxbotics free Edge Software download is not a trial and has no time limits or transaction capacity cap. The software includes the runtime, HMI, Developer Studio, APIs, and open-source Device Drivers. The Edge Software download is governed by a conventional end-user software license.

No. The Flexxbotics Edge Software download is free and is not a trial. It provides production-ready software with no time limits for industrial data acquisition, multi-source connectivity, and automation cell coordination, including the Edge Runtime, Developer Studio, API, HMI, and access to open-source Device Drivers with the ability to use your own AI model for coding assistance.

Flexxbotics Edge Software includes a RESTful API for accessing devices, variables, events, configurations, and data. The Swagger API is self-documented and supports testing of device endpoints, variables, events, configurations, and scripts. The APIs work with the Edge Studio and FlexxCore technology to support equipment connectivity, data acquisition, and custom automation development.

The free Flexxbotics Edge Software download includes the Edge Runtime, HMI, Developer Studio, API, and access to open-source Device Drivers. It supports industrial data acquisition, protocol translation, data normalization, semantic contextualization, event routing, Python automation scripts, endpoint testing, and controlled read/write operations for factory equipment.

Yes. Flexxbotics provides open-source Device Drivers, called Transformers, for a wide range of industrial protocols and equipment. The project is available on GitHub under the permissive Apache 2.0 license with no contribution requirement although community contributions are encouraged to improve and advance capabilities. Developers can inspect, modify, extend, and use the Python-based Drivers for commercial applications and custom industrial connectivity.

Yes. Flexxbotics encourages corporate engineers, developers, and systems integrators to contribute to its open-source Transformers project. The GitHub repository includes production-ready Drivers, templates, and automation examples. Developers can extend existing Drivers, build new interfaces, and submit contributions or feedback to help expand industrial equipment interoperability.

Yes. Flexxbotics provides an open development architecture for creating, modifying, testing, and deploying custom Device Drivers. Developers can use Python with the Edge Software’s Studio and APIs to build interfaces for non-standard machines, legacy devices, custom controllers, and proprietary equipment. Drivers can be version-controlled, centrally managed, and securely deployed across plant operations.

Yes. Engineers and developers can use Flexxbotics Edge Studio, RESTful APIs, Python scripting, and open-source Device Drivers to build custom connectors, adapters, and automation workflows. The software provides access to data pipelines, protocols, class structures, method sets, and data models, with support for AI-assisted programming using an LLM of your choice.

Flexxbotics uses Python for Device Drivers, automation scripts, data manipulation, sequencing, and closed-loop device coordination. Its Edge Software also includes a technology stack based on Spring Boot, Flask, and MongoDB in Docker containers. Developers can use the Edge Studio, RESTful APIs, and Swagger API for integration, development, and testing.

Flexxbotics provides developer documentation, technical guides, and open-source code through its GitHub Transformers project. Resources include protocol-level Drivers, a Transformer template, workcell automation examples, and Python scripts. Flexxbotics Edge Software free download also provides a Developer Studio, RESTful APIs, and Swagger API for building, testing, and extending industrial integrations.