Complex scenes
Objects interact, conditions change, and exceptions matter. Use Morca and Studio to define the logic and test both expected alerts and situations that should not trigger one.
For system integrators and consulting firms
Build industrial AI applications
for your customers.
Bring your industrial knowledge—not a fully staffed AI team. Awakedata helps you turn complex customer requirements into working applications, test them against real scenes, and deploy them across supported on-site environments — safety, quality, SOP compliance and process monitoring, from manufacturing to ports.
Start with one requirement. Test the conditions that matter.
See three illustrative test cases in the video. Agree on validation criteria for your customer’s scenes before planning production rollout.
Build
Applications in StudioRun
On-site AI with EdgeManage
Operations through HubMeet Awakedata Morca
Your industrial AI assistant
SAIL — the industrial AI application language and runtime.
You understand your customer’s process. Morca helps translate that knowledge into SAIL application logic, explain proposed conditions, and refine the application for testing in Studio.
Developed by Awakedata and customized for industrial workflows.
Explore MorcaYou know the industry. Deliver the application.
For integration and consulting teams, the challenge is more than detecting an object. It is making an application fit the customer’s process, site, and operating conditions.
Varied deployment environments
Each site brings different cameras, hardware, and network constraints. Assess compatibility, run on supported systems with Edge, and manage deployment status and events through Hub.
Limited in-house AI expertise
Start with your process knowledge. Morca assists with application logic, while Studio brings models, data, and testing into one workspace. Your team reviews and validates the result.
Awakedata Morca
Industrial experience, now with AI-assisted application development
Our customer work spans inspection, safety, and operational workflows. Morca adds a new way to develop applications: describe your requirement, review the proposed logic, and test it against footage in Studio.
SAIL powers Awakedata’s industrial AI applications. Morca helps you develop their application logic.
Discover MorcaOne layer, many applications.
Safety, quality, SOP compliance and process monitoring are not four products. They are four applications built on the same layer — the same models, the same scene logic, the same runtime, the same deployment.
Build one for your customer, deploy it across their sites, then build the next without starting over.
Trusted in real industrial operations
Built on years of industrial deployment experience.
Our customer projects span inspection, safety, and logistics in real industrial environments. We bring that experience to integrators and consulting firms through Studio, Edge, Hub, and Morca.
Sinopec · Oil & Gas
40% less daily inspection time
The Sinopec case study reports a 40% reduction in daily inspection time for a single operating zone, using models trained for instrument reading and deployed for field inspection.
Explore Sinopec’s inspection resultsBy-Health · Quality Inspection
Packaging checks connected to production
Edge inspection, a central platform, and private AI training brought automated packaging checks and production-system data together.
Explore By-Health’s inspection workflowAB InBev · Warehousing & Logistics
Outbound goods checked against WMS
Camera-based recognition verified license plates and loaded SKUs against warehouse records, connecting visual checks to the outbound workflow.
Explore AB InBev’s deploymentThese examples describe the original customer deployments. Their results are not performance guarantees for a new application or deployment.
See the connected workflow
From customer requirements to industrial AI applications in operation.
Follow an integrator’s illustrated port-safety project: clarify a complex scene with Morca, test three conditions in Studio, run on site with Edge, and support operations through Hub.
Illustrated port-safety workflow. Interfaces and test outcomes are conceptual, not customer deployment footage.
From your customer’s requirement to an operational workflow
Define the checks your customer needs, evaluate them against footage, and connect detected events to the people who respond.
Build around the customer’s process
Define the objects, conditions, and process steps that matter at your customer’s site.
Test before deployment
Review application behavior against footage before putting a version into production.
Run and manage on site
Process video locally and bring deployment status and detected events into a shared operational view.
One platform, from build to operation
Studio creates applications. Edge executes them. Hub manages the fleet and its events.
Awakedata Studio
Build and test industrial AI applications
Prepare data, train models, author application logic, and review video test results before releasing a version.
Explore StudioAwakedata Edge
Run industrial AI applications on site
Connect cameras and execute applications on supported devices and inference servers, with local event and health visibility.
Explore EdgeAwakedata Hub
Manage industrial AI operations
Coordinate deployments, review events, and connect operational evidence to reporting and business workflows.
Explore HubKey industry sectors
We serve heavy equipment manufacturing, food and beverage, oil exploration, energy and chemicals, construction, and ports.
Heavy Equipment Manufacturing
Rapidly covers key plant monitoring zones with camera-based AI safety scenarios, supports on-site inference and centralized operational management, enforces full-process compliance checks, and enables role-based event management for faster incident response.
Food and Beverage
AI-powered smart campus operations improve personnel and vehicle access control, contractor safety compliance, warehouse and outbound logistics efficiency, and real-time risk detection across factory workflows.
Health Food
By-Health uses AI-driven first-inspection workflows to improve traceability, standardize quality checks, and reduce packaging and labeling risks.
Pharmaceutical Industry
AI video analytics automates key operation recognition and traceable records to support quality management and GMP auditing without disrupting existing production workflows.
Energy & Chemicals
Operational compliance checks and monitoring at scale for complex industrial sites.
Oil Exploration
AI inspection workflows built for high-risk, high-value environments.
Construction
Visual intelligence for job-site safety, compliance, and operations.
Ports & Terminals
Real-time monitoring improves operational procedure compliance.
Success stories
See what Awakedata delivered in safety, inspection, and logistics—and how that experience connects to the roles of Studio, Edge, and Hub today.
CIMC
Industrial video AI enables safety control, intelligent inspection, and smart warehousing to drive digital transformation.
Read CIMC storyAB InBev
Real-time AI improves production and logistics safety, integrating SKU recognition with WMS and smart campus systems.
Read AB InBev storyBy-Health
AI-powered quality inspection center improves packaging accuracy and efficiency with private AI training.
Read By-Health storySinopec
Edge + center AI architecture strengthens drilling platform analysis and production management.
Read Sinopec storyShell Gas Station
Video analytics and process checks support station-wide safety, event traceability, and compliance review.
Read Shell storyCountry Garden Construction Safety
AI video analytics enables scalable construction safety supervision with real-time alerts, compliance tracking, and centralized management.
Read Country Garden storyCustomers
Industrial deployment experience trusted by global enterprises.
AB InBev
CIMC
Shell
Sinopec
CNOOC
CNPC
By-Health
Lubrizol
Country Garden
Hongkong Land
Planning your industrial AI project
Who is Awakedata built for?
Awakedata helps system integrators and consulting firms build industrial AI applications for their customers, including teams without a full in-house AI capability. Start with an operational requirement such as safety, quality, SOP compliance or process monitoring.
How do Studio, Edge, Hub and Morca work together?
Use Awakedata Studio to build and test applications, Awakedata Edge to run them on supported on-site hardware, and Awakedata Hub to manage deployments and events. Awakedata Morca assists with requirements and SAIL authoring. Morca’s operational insight capabilities are in development.
What should we validate before deployment?
Agree on the target condition, representative footage, camera coverage, site constraints and acceptance criteria. Test expected events and exceptions, then assess supported hardware and integrations before planning a production rollout.
Do the success stories guarantee results for a new project?
No. Our success stories describe historical customer deployments. They demonstrate industrial experience, not guaranteed results for new applications. Each project needs its own scene testing and deployment validation.
Explore the Shell gas station case studyWhat operational problem does your customer need to solve?
Tell us about your customer’s process, representative footage, camera setup, and site constraints. We can help scope one application, agree on validation criteria, and assess the deployment requirements.