Heavy industry emits 9–12 gigatonnes of CO₂ a year. The largest near-term cuts do not come from a single miracle technology — they come from process efficiency, smarter materials, and assets that last longer. Those are optimisation problems disguised as engineering ones, and they are finally playable with AI, sensors, and operator-grade software.
Illustrative wedges we are exploring with founders, corporates, and sovereign partners. Each card is a placeholder for a deeper case study — the kind of local constraint that, if cracked, exports as global venture infrastructure.
// Industrial Logistics Decarb
Curiosity: Before replacing turbines, can routing, load-shifting, and logistics cut megatons on assets already paid for — with payback inside a single fiscal year?
Global venture angleEfficiency-led decarb in the world’s largest LNG export cluster sets the benchmark for industrial operators globally.
// Low-Carbon Materials
Curiosity: Cement demand is still rising across the Gulf — yet process inefficiency wastes half the emissions budget. What software closes the gap before plants are stranded?
Global venture angleA few points of yield in GCC cement is a category — then licensed to every emerging-market builder.
// Asset Longevity
Curiosity: Replacing steel and concrete is slow; extending life with inspection intelligence is fast. Why is the latter still under-ventured?
Global venture angleCorrosion and fatigue models trained in the Gulf export to every coastal industrial belt facing the same climate stress.
Three clusters per POD, each with a point of view, the numbers that made us pay attention, and the operator profile we would want in the room on day one.
Cross-border logistics, routing, modal optimization. The biggest single decarbonization lever sitting inside operations no one has wired up properly.
Routing and modal shift beat hardware retrofits on payback — logistics is the fastest tonne abated per dollar.
Last updated · May 2026
Cement, steel, alternative materials. Chemistry plus optimization plus offtake — material categories where a small percentage win is hundreds of megatons.
A few percentage points in clinker chemistry or steel yield are hundreds of megatons — optimization before replacement.
Last updated · May 2026
Corrosion, durability, agentic manufacturing. Make the existing asset last longer and you avoid the embedded carbon of replacing it.
Extending asset life is the cheapest tonne of carbon avoided — and the most ignored lever in industrial decarb.
Last updated · May 2026
Each lever moves a different chunk of industrial emissions. The intelligence layer sits across all three.
Industrial decarb sits inside operations, maintenance, energy and compliance budgets. Efficiency gains typically pay back in 90–180 days (McKinsey; BNEF 2023).
Moats come from operational telemetry, physics and materials models, long-cycle integrations, and agentic workflows that automate plant decisions. This creates 3–7 year lock-in (Siemens Senseye case, 2022).
OEMs, logistics majors, climate infra funds and industrial software leaders pay premium multiples for operational intelligence layers with proven emissions impact. Recent: Siemens, Schneider, Rockwell acquisitions in predictive maintenance, lifecycle digitisation and industrial autonomy.
9–12 Gt CO₂/year. $1T+ decarb spend by 2030.
Manual ops, siloed telemetry, no shared benchmarks.
AI plus sensors plus materials science finally aligned.
85% of new capacity in GCC / SEA / India / Africa through 2040.
15+ years domain experience
“Every ton of CO₂ is a process failure waiting to be solved with data.”
Fellows bring scar tissue. Corporates bring the live problem. Co-investors help us compound the thesis before it is obvious to everyone else.
We want operators who know where emissions hide in process heat, logistics routing, and corrosion — and still want to build. Co-build means you keep agency; we bring capital and venture craft when the company is real.
Apply as a Co-Build FellowPilot on live throughput, real energy bills, and compliance deadlines you cannot move. If the lever works, we spin a venture; if it does not, you still leave with a sharper operating picture.
Talk to usEach formation here sharpens where software wins before hardware bets pay off. We would rather co-invest at formation than chase industrial climate themes after the narrative is crowded.
Co-invest with The StudioDeveloped markets are still arguing about pathways. GCC and Southeast Asia are building industrial capacity two to three times faster — under mandates that bite earlier in the growth cycle.
That timing matters. Software-first decarb can scale where greenfield capacity is going up, corrosion is accelerating, and export access depends on measurable abatement.
The portfolio we want from this POD is blunt: cleaner logistics, lower-carbon materials, longer-lived assets — companies that earn their keep in opex before they ask for patience on capex.
Massive, structurally inefficient, technically ready — and aligned with where the next industrial wave is actually being built.
