Subhashish Das
Co-Founder

Subhashish Das

Subhashish brings over two decades of experience designing and deploying enterprise-scale technology inside complex manufacturing environments, including steel, textiles and pharma. He builds from domain understanding rather than from the software, so the systems he puts in place get used by planners and schedulers instead of worked around. His work turns operating logic that lives in people's heads into something the business can run on.

4
Articles published
Jun 2026
Writing since

Articles by Subhashish

4 articles
All Industries
14 Aug 2026

What Is Multi-Echelon Inventory Optimization (MEIO) and Who Actually Needs It

Multi-echelon inventory optimization (MEIO) sets inventory across every node in a network at once, so an upstream buffer protects the depots it feeds. Here is how it differs from single-echelon safety stock, the two modeling schools (guaranteed-service vs stochastic-service), and a five-point test for whether a network is actually ready for it.

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All Industries
12 Aug 2026

Inventory Optimization Software: Why Overstock and Stock-Outs Happen at the Same Time

Overstock and stock-outs coexist because inventory runs on one uniform policy judged against a single total. Here is why both happen at once, the cycle-service-level vs fill-rate trap, and how three approaches (static reorder points, single-echelon safety stock, MEIO) compare.

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AI-Powered Demand Forecasting
12 Aug 2026

How to Reduce Forecast Error with AI in 2026

Reducing forecast error is less about swapping models and more about fixing what feeds them. Four fixes in order: repair demand history, classify forecastability, forecast at the level the decision needs, and govern overrides with FVA.

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All Industries
17 Jun 2026

AI in Supply Chain Planning: From Dashboards to Decisions

The supply chain industry is not short of AI implementations. Demand forecasting tools that run machine learning models on historical data. Inventory tracking dashboards that surface stock positions in real time. Purchase order automation that triggers replenishment when thresholds are crossed. Machine scheduling tools that optimise sequences against a single constraint. Each of these implementations works, in the narrow […]

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Other Authors

Ramnish Gaikwad
Co-Founder
Ramnish Gaikwad

Ramnish brings over two decades of consulting experience across pharma, renewable energy, industrial goods and capital machinery. With a systems-first mindset, he has helped businesses rewire their supply chain, operations and distribution, often unlocking transformative gains in efficiency and profitability. His approach is rooted in what is happening on the floor rather than what is assumed in the boardroom. Several of his client engagements have gone on to win national and international recognition for operational excellence.

7 articles
Arvind Singh Rana
Co-Founder
Arvind Singh Rana

With over two decades of consulting experience across consumer durables, industrial goods, metals and pharma, Arvind has led supply chain and sales transformations for startups, promoter-led firms and large manufacturing businesses alike. His work spans demand planning, S&OP and distribution alongside the sales engine that draws on them, so the demand side and the supply side get fixed together rather than one at a time.

5 articles
Sachin Jain
Co-Founder
Sachin Jain

With two decades of experience across retail, consumer durables, textiles and auto, Sachin has built a reputation for challenging convention in how B2C businesses approach sales and distribution. His work has helped organisations expand market reach and product range by reframing how the last mile is thought about. Whether the mandate is channel partner strategy or a go-to-market revamp, he holds every solution to the test of whether it works for all stakeholders.

5 articles

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