Operational intelligence for advanced manufacturing
Making manufacturing self-correcting.
Dheera guides frontline teams through critical processes in real time, so deviations are recognised and corrected before they escalate into costly quality, safety and compliance failures.
Built for critical processes in
- Pharmaceuticals
- Aerospace
- Defence
- SpaceTech
- Automotive
- Energy
01The stakes
Manufacturing is too critical for errors to go unnoticed.
Across advanced manufacturing, precision is everything. Whether producing life-saving medicines, building aircraft, developing defence systems, manufacturing satellites or powering the next generation of mobility, every process matters.
Every action, every component and every step contributes to the quality, safety and reliability of the final product.
- 01Pharmaceuticals & Life SciencesLife-saving medicines
- 02Aerospace & DefenceAircraft and defence systems
- 03SpaceTechSatellites and launch hardware
- 04ElectronicsThe electronics inside everything
- 05AutomotiveThe next generation of mobility
- 06Oil & EnergyThe energy that powers industry
- 07Precision ManufacturingComponents made to the micron
02The gap
Most critical processes still run on hindsight.
Critical manufacturing processes continue to depend on manual oversight, fragmented information and reactive interventions. Errors are often identified after they occur. Deviations can go unnoticed. Corrective actions take time, and opportunities to improve are lost.
01
Manual oversight
Critical steps depend on people watching people, and on logs written up after the fact.
02
Fragmented information
What happened on the floor sits in different systems, documents and memories.
03
Reactive interventions
Errors surface in review or inspection, long after the moment they could have been fixed.
Process running
Investigation opened
Rework and re-inspection
Batch release delayed
In industries where the cost of an error can be significant, simply identifying what went wrong is no longer enough.
03The layer
Meet the operational intelligence layer.
Dheera brings real-time intelligence to the point of execution. By connecting visual intelligence, AI and operational context, it turns everyday manufacturing activity into actionable insight, so deviations are addressed before they escalate.
Outcomes
Quality, safety, compliance, efficiency and profitability.
Dheera
The operational intelligence layer: visual intelligence, AI and operational context, working in real time.
Your production floor
People, critical processes, equipment, cameras and controlled documents.
- Outcomes
- Quality, safety, compliance, efficiency and profitability.
- Dheera
- The operational intelligence layer: visual intelligence, AI and operational context, working in real time.
- Your production floor
- People, critical processes, equipment, cameras and controlled documents.
- What Dheera is
- The operational intelligence layer for advanced manufacturers.
- How it works
- Guides frontline teams in real time during critical manufacturing processes.
- What it improves
- Quality, safety, compliance, process execution and continuous improvement.
- Why it matters
- Greater efficiency, reduced operational losses and improved profitability.
04The loop
How self-correcting manufacturing works.
Dheera goes beyond monitoring. It closes the loop between what should happen and what actually happens, at the moment it happens. Here is one aseptic intervention, step by step.
01Observe
Understand what is happening on the production floor.
Visual intelligence follows critical steps as they are performed: every intervention, every action and every hand-off, on every shift.
02Recognise
Spot deviations the moment they happen.
Execution is compared with the defined procedure, so a missed step, a wrong sequence or a breach of a critical zone is recognised while the process is still running.
03Guide
Guide frontline teams in real time.
Operators receive timely, contextual prompts at the point of execution: what was missed, why it matters and what to do next.
04Correct
Close the loop before it escalates.
The operator corrects the deviation, Dheera confirms it, and a time-stamped record is captured automatically for the quality team.
05Improve
Turn every event into improvement.
Patterns across shifts, lines and sites reveal root causes, so procedures, training and layouts get better over time.
05The platform
One intelligence layer. Purpose-built modules.
Manufacturing & Quality Intelligence brings Dheera's two core capabilities together with modules for the planning, people, suppliers and documents around every critical process.
Explore the platformCoreVisual Intelligence
See every critical step. Correct deviations as they happen.
AI vision that understands critical processes as they happen.
Explore Visual IntelligenceCoreComponent Analytics
Know the condition and history of every critical component.
Inspect, verify and trace every critical component.
Explore Component AnalyticsManufacturing & Quality Intelligence
Modules that extend the layer across the whole operation.
- 01Work InstructionsStep-by-step guidance that adapts to what is happening
- 02Production Planning & SchedulingAI-assisted plans that adapt when reality changes
- 03Supplier Qualification & OnboardingQualify and onboard suppliers with less effort and more confidence
- 04Document AnalyticsAI that reads, connects and checks your controlled documents
Other innovation
The same AI foundation, applied beyond the factory floor.
- Cognitive IntelligenceReasoning across operational data, documents and expertise
- Counter-UAS & RF Spectrum IntelligenceAwareness of drones and RF activity around critical sites
- Technology Road MappingAI-assisted roadmaps for technology and product strategy
- Virtual R&DExplore designs and processes virtually before you build
06The industries
Built for industries where precision is everything.
From pharmaceuticals and aerospace to space, defence, automotive and energy, Dheera serves manufacturers where process execution and the cost of an error matter most.
- Gown
- Enter Grade A
- Intervene
- Log
- Release
Strengthen aseptic practices, process adherence and quality compliance.
Explore PharmaceuticalsImprove precision assembly, workmanship and process consistency, and support critical assembly, operational procedures and traceability.
Explore Aerospace & DefenceImprove execution accuracy in high-value, mission-critical manufacturing.
Explore SpaceTechCatch handling and assembly errors before they become test failures or field returns.
Explore ElectronicsPrevent assembly errors, improve process consistency and reduce rework.
Explore AutomotiveStrengthen operational procedures, material handling and process safety.
Explore Oil & EnergyHold tight tolerances through consistent setups, inspection and execution.
Explore Precision Manufacturing
07The outcomes
What changes when manufacturing corrects itself.
Five shifts that move operations from reactive quality control to intelligent, self-correcting execution.
Operational Intelligence
Bring real-time intelligence to the heart of manufacturing operations.
Understand what is happening across critical processes and turn operational data into actionable insights.
Intelligent Execution
Empower frontline teams to get critical processes right.
Provide timely guidance, identify observable deviations and support consistent process execution.
Quality and Reliability
Build quality and reliability into everyday operations.
Strengthen process adherence, compliance, safety and manufacturing consistency.
Continuous Improvement
Turn every operational insight into an opportunity to improve.
Help teams understand deviations, address root causes and continuously improve processes.
Operational Excellence
Make manufacturing operations more efficient and profitable.
Reduce preventable losses, improve productivity and strengthen overall operational performance.
Insights
Thinking from the production floor.
08Our vision
To make self-correcting manufacturing the global standard.
Bengaluru, IndiaOur mission
To empower advanced manufacturers with real-time intelligence that strengthens quality, safety, compliance and operational performance, and drives continuous improvement.