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Industrial and manufacturing automation solutions powered by Autonomous Mobile Robots (AMRs) and fully integrated software systems including ICS, RCS and WMS.

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The “40-Second” Leap

February 11, 2026
4 min read

The “40-Second” Leap

How Autonova is Bringing Intelligent Automation to Inverter Manufacturing

Manufacturing is the backbone of the global energy transition. As countries race toward renewable energy targets, the demand for solar inverters has skyrocketed. However, for many manufacturers, the transition from manual assembly to automated efficiency remains a daunting hurdle. High costs, complex programming, and infrastructure disruptions often stand in the way.

At Autonova, we believe automation should be a partner to the human workforce—not a replacement. Our execution at the Waaree Energies Inverter Plant in Sarodhi demonstrates how focused, intelligent automation in material movement can unlock massive gains in throughput and safety.


The Challenge: The 60-Second Bottleneck

When we first assessed the Sarodhi facility, production lines operated at a Takt time of 60 seconds per inverter.

While the team was highly skilled, manual handling between:

  • Conformal Coating
  • Ageing Chambers
  • ATE stations

introduced friction in the workflow.

Operational Constraints

Inconsistent Flow
Manual trolley movements caused idle machine time and production variability.

Worker Fatigue
Operators transported heavy loads across 50-meter corridors.

Capacity Caps
At 60 seconds, two lines combined produced 960 units per shift.
Market demand required 1,440 units per shift.


The Solution: A Fleet Designed for Collaboration

Following the philosophy of Waaree Autonova — intuitive and scalable automation, we deployed a fleet of nine specialized robots, integrated directly into the facility’s operational backbone using the Autonova SaaS Platform.

This was not a plug-and-play deployment. It was a system-level integration.

Deployment Architecture

1. SSL → Conformal Coating

  • 60kg Latent AMRs
  • Delicate PCBA transport
  • Precision-aligned docking

2. Ageing Chamber Synchronization

  • AMRs integrated with PLC signals
  • Automated discharge when inverter cycles completed
  • Zero manual trigger dependency

3. Finished Goods Handling

  • 1500kg Autonomous Forklift Robots (AFRs)
  • Bulk pallet transport
  • Automated storage routing

The Data-Driven Impact

50% Increase in Throughput

By automating material flow, the plant achieved a dramatic uplift in production capacity.

Takt Time Optimization

MetricBeforeAfter
Takt Time60 sec40 sec
Output per Shift960 units1,440 units
Additional Line RequiredYesNo

Reducing Takt time to 40 seconds unlocked a new production tier without adding a third assembly line.


Fleet Intelligence & Resource Allocation

The fleet was optimized to eliminate waiting time across stations.

The highest allocation of AMRs was dedicated to the ATE-1 → Ageing transition, previously the most labor-intensive and delay-prone workflow.

Result:
No station waited for material.


Beyond the Numbers: A Human-Centric Factory

The transformation wasn’t just numerical — it was cultural.

In several workflows, we achieved 100% manpower elimination for transport tasks.

This did not reduce employment.

It elevated it.

Operators shifted from:

  • Manual pallet movement
    to
  • Quality validation
  • Precision assembly
  • Process optimization

“Automation is not about machines replacing people.
It is about removing physical strain so humans can focus on innovation.”

By eliminating repetitive transport of 1,000kg pallets, the facility became:

  • Safer
  • More sustainable
  • Operationally resilient

Looking Ahead

The Sarodhi execution is only the beginning.

As Waaree Energies scales, the Autonova SaaS Platform will continue delivering:

  • Real-time production intelligence
  • Predictive workflow insights
  • Continuous Takt time optimization

The next few seconds of efficiency are now data-driven.


Ready for the 40-Second Leap?

If your facility is constrained by manual movement, hidden bottlenecks, or capacity ceilings, intelligent automation may already be your fastest path forward.

The future of inverter manufacturing isn’t about adding lines.

It’s about unlocking the ones you already have.

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