Sangeet Kumar, Co-founder And CEO Of Addverb On Industry 5.0 Playbook: From Automation To Adaptation

Inside the Smart Factory Shift: Industry 5.0, Flexible Automation, Sustainability by Design, and the Role of Humanoids

This episode explores how factories are evolving from rigid, high-volume systems to adaptive, human-centered operations that integrate AI, robotics, and sustainability at the core. Sangeet Kumar (Co-founder & CEO, Addverb) joins Vikramsinh Ghatge, Sr. Marketing Director and EIC at TechDogs to outline practical design choices that deliver flexibility without sacrificing reliability, why batch size of one is now a viable goal, and how AI-enabled robots can handle multi-task environments with less re-teaching and more reasoning. The discussion also addresses sustainability as a first-class design input-from solar and materials to preserving trees on-site-and gives a grounded view of when humanoids outperform wheeled robots in real factories.
 

Why Industry 5.0 Is Different

Earlier generations of automation optimized for throughput and sameness. Industry 5.0 overlays those gains with adaptability. That means shorter changeovers, more SKUs, faster ramp-ups, and lines that support customization without exploding cost or complexity. The strategic leap is shifting from “how do we automate this step?” to “how do we architect systems that adapt when inputs, SKUs, or human constraints change?” The conversation emphasizes that the new advantage is automation that doesn’t lock you in-tools and cells that can be re-purposed, re-sequenced, and re-tasked with minimal downtime.
 

AI Adoption: From Pilots To Production

A recurring theme is the POC trap. Many initiatives show promise in lab-like settings but stall before hitting production. The way out is to set clear boundary conditions early: what productivity uplift is meaningful, what guardrails are needed for safety and compliance, and what assurance the system must provide to operators and managers. Success stories matter because they standardize patterns that others can adopt. The episode highlights practical signals that an AI rollout is production-ready: stable interfaces between IT/OT, versioned datasets, operator training, recovery modes, and clear ownership for model and hardware updates.
 

From Programming To Perception And Reasoning

Traditional robots depend on carefully taught paths. In volatile environments, that creates overhead. The conversation explores how perception-led planning and lightweight reasoning help robots complete tasks when start or end states move. The objective isn’t magic general intelligence-it’s robust task completion under change: slightly different component positions, new fixtures, revised orientations, or dynamic aisles. The benefit is compounding: once a cell tolerates variation, it can support smaller batches, late-stage customization, and mixed-model lines without lengthy reprogramming.
 

Sustainability By Design

Sustainability isn’t a poster at the entrance; it’s in the CAD files and the site plan. Examples include solar integration, energy-aware layouts, and preserving existing trees-demonstrating that sustainability can align with reliability and safety. For global customers, recyclability and end-of-life considerations are increasingly part of vendor selection. The conversation frames sustainability as engineering discipline, not after-the-fact offsets: choose materials and flows that reduce energy and waste, design for maintenance, and build metrics into daily operations.
 

Humanoids, Wheels, And The Right Tool For The Floor

The episode gives a clear, non-hyped view of humanoids. Biped or quadruped platforms are relevant when environments mirror human architecture-stairs, narrow passages, ladders, or non-uniform terrain-and where interaction with people benefits from human-like form factors. Wheeled AMRs remain the pragmatic default in structured paths. The takeaway is not “humanoids everywhere,” but capability-environment fit: define the tasks and constraints, then pick the platform that safely delivers uptime and ROI.
 

What Indian Manufacturers Are Seeing

Excitement is high, but leaders are pushing for repeatable wins. The episode reflects how Indian manufacturing is evaluating AI and automation with a healthy dose of pragmatism: test quickly, learn where it breaks, publish the wins internally, and replicate. Where leaders succeed, they often sequence deployments: start with high-visibility pain points, measure rigorously, and build confidence with cross-functional ownership (Ops, Quality, EHS, IT/OT). This creates the internal momentum to expand from pilot cells to multi-line programs.
 

About Sangeet Kumar

Sangeet Kumar is the Co-founder and CEO of Addverb, where he leads AI-enabled robotics and automation for real-world manufacturing and logistics. In this conversation, he explains how Industry 5.0 is pushing factories toward “automation without rigidity,” why flexibility and batch-size-of-one matter, and how perception-driven robots can adapt across tasks on the shop floor. He also shares a practical lens on sustainable factory design-solar, energy-aware layouts, preserving green cover-and gives a grounded view on when humanoids (and quadrupeds) make sense alongside wheeled AMRs in human-scale environments.

Industry 5.0 isn’t a distant promise; it’s a design choice. With the right boundary conditions, adaptable automation, and sustainability built in, manufacturers can move from proofs-of-concept to repeatable value.

If your next factory mandate is flexibility without waste, this conversation is a ready blueprint. Watch the full episode, share it with your Ops and Engineering teams, and turn today’s pilots into tomorrow’s production wins.