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What we're reading, building and learning.

Current updates on engineering technology, AI and simulation, Indian industrial development and manufacturing business consulting — plus our blogs, newsletters and published technical notes.

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Topic
Blog· AI & Simulation· 18 Jun 2026· 7 min read

Topology optimisation is quietly rewriting airframe bracket design

Generative structural optimisation combined with FEA validation is cutting bracket mass by 20–35% without touching the load envelope. What it means for Indian aerospace suppliers.

News30 May 2026

PLI momentum and what it changes for Indian precision manufacturers

Production-linked incentives are pulling tier-2 and tier-3 suppliers into aerospace and defence supply chains. The bottleneck is no longer capital — it is process maturity.

Industrial Development5 min
Blog12 May 2026

Founder dependency: the hidden ceiling on manufacturing SMEs

When every decision routes through one person, capacity stops scaling. A practical framework for measuring and dismantling founder dependency on the shop floor.

Business Consulting6 min
Article27 Apr 2026

Surrogate models: running 10,000 CFD variants without 10,000 solves

How machine-learning surrogates trained on a small design-of-experiments set compress thermal and flow studies from weeks to hours — and where they should never be trusted.

AI & Simulation8 min
Blog08 Apr 2026

Digital twins for special purpose machines, without enterprise budgets

A pragmatic path to simulating SPM cycle time, tooling wear and throughput using tools most Indian manufacturers already own.

Technology6 min
Newsletter21 Mar 2026

The profit leakage checklist we run in the first 45 minutes on site

Scrap attribution, setup time, rework loops, inventory ageing and unmeasured overtime — the five places margin disappears before anyone notices.

Business Consulting4 min
News02 Mar 2026

Human-rated programmes are raising the documentation bar

Traceability, material certification and qualification testing expectations for suppliers entering human-rated space programmes.

Industrial Development5 min
News14 Feb 2026

Unicron opens a branch office in Kolkata

Our Beleghata office extends engineering and consulting coverage across eastern India, complementing the registered office in Shirwal, Maharashtra.

Company News2 min
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