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#StandardEngineering is credible process-engineering platform, but AI-datacenter re-rating rests on GScale: a newly formed, pre-rev 51% subsidiary with no disclosed binding hyperscaler orders. FY27 remains core-led; clear validation is commissioning, segment rev, margins & CFO
#StandardEngineering | Management commentary points towards an ambitious growth roadmap over the next 2 years.
Lets try to build the projections and the estimated share price based on the management commentary at the end of FY28 ( its a 3x from current price!)
The company is transforming from a process equipment manufacturer into a broader engineering and AI data centre infrastructure player.
1️⃣ Core SETL business
FY26 revenue: ~₹800 Cr
Management guidance for FY27:
• Revenue growth: 40–50%
This implies FY27 core revenue of:
➡️ ₹1,120–1,200 Cr
Management also expects EBITDA margins to recover to 18%+.
Estimated FY27 Core EBITDA:
➡️ ₹200–220 Cr
---
2️⃣ Gscale – The new growth engine
Management expects:
• Commercial production from November 2026
• FY27 revenue of ~₹250 Cr
• EBITDA margins of 25–28%
• ₹500 Cr capex to be funded in phases
Estimated FY27 Gscale EBITDA:
➡️ ₹63–70 Cr
---
3️⃣ FY27 Consolidated Projection
Revenue
• Core SETL: ₹1,120–1,200 Cr
• Gscale: ₹250 Cr
➡️ Total Revenue: ₹1,370–1,450 Cr
EBITDA
• Core: ₹200–220 Cr
• Gscale: ₹63–70 Cr
➡️ Total EBITDA: ₹265–290 Cr
---
4️⃣ FY28 Projection
Management indicated Gscale should see a significant scale-up in FY28.
Assuming Gscale achieves a ₹350 Cr quarterly run rate, annual revenue works out to approximately:
➡️ ₹1,400 Cr
Assuming the core SETL business continues growing to ₹1,500 Cr, FY28 could look like:
Revenue
• Core SETL: ~₹1,500 Cr (25% growth)
• Gscale: ~₹1,400 Cr (40% growth)
➡️ Total Revenue: ~₹2,900 Cr
EBITDA
• Core business (18% margin): ~₹270 Cr
• Gscale (25–28% margin): ~₹350–390 Cr
➡️ Total EBITDA: ~₹620–660 Cr
Assuming 600cr EBITDA on a lower side
---
5️⃣ Valuation Scenario
Assuming:
• EBITDA: ~₹600 Cr
• EBITDA margin converts to PAT of roughly ₹400 Cr (after depreciation, interest and tax)
Applying a 40x P/E (considering management expects an even larger contribution from FY29):
Market Cap at FY28 end - ₹16000cr
Current Market Cap - ₹5600cr
A clear 3x even on a being conservative to what mamagement is guiding
---
Key monitorables
✅ 40–50% growth in the core business
✅ ₹250 Cr Gscale revenue in FY27
✅ ₹350 Cr quarterly run rate in FY28
✅ Gscale EBITDA margins of 25–28%
✅ Improving cash flows and export contribution
The opportunity is large, but after the recent rerating, execution will matter far more than guidance.
https://t.co/hJv0I6AMDw
Standard Engineering Technology (SETL) makes a big bet on India's AI infrastructure story.
SETL will acquire a 51% stake in GScale Energy with a total planned investment of ₹487 Cr, fully funded through internal accruals. No new debt.
Why it matters:
- Entering the fast-growing AI Data Centre infrastructure space.
- GScale brings deep expertise, having delivered 486 MW of data centre capacity with 1 GW+ under execution/design.
- Focus on Power Infrastructure, Cooling Systems & Turnkey Data Centre Solutions.
- Factory expected to go live in November 2026.
Management has guided for ~₹250 Cr revenue in FY27 (around 4 months of operations).
The opportunity is massive as India's data centre capacity is expected to expand rapidly over the next few years.
A bold diversification into one of the decade's biggest infrastructure themes—but execution will be the key differentiator.
#SETL #DataCenters #AI #ArtificialIntelligence #Infrastructure #Manufacturing #StockMarketIndia #IndianStocks #Investing #DataCentre #MakeInIndia
@AethosWealth
Super bullish commentary by #standardengineering on ET NOW
STOCK HAS BEEN MOVING IN UPEER CIRCUIT N MAKING NEW HIGHS ON A CONSISTENT BASIS..
#STANDARDGLASS
All About Your Company
What's powering Standard Engineering's growth?
MD Nageswara Rao Kandula discusses the company's business model, expansion plans and opportunities in the evolving pharma manufacturing ecosystem
#StandardEngineering #Pharma #Engineering #Business @hershsayta
#StandardEngineering #StandardEngineeringTechnology #SETL #GScale
Standard Engineering Technology Limited
For a decade, Standard Engineering Technology built leak-proof, high-pressure liquid systems for pharma factories — the kind where a single failure ruins a drug batch.
In June 2026, management asked a sharp question: if we can pipe corrosive chemicals without a single leak, can we pipe coolant around a $40,000 GPU without one too?
They answered it by buying 51% of GScale Energy for ₹190 Crore — instantly entering AI data center liquid cooling.
But here's the catch: 49% of GScale's profit legally belongs to someone else. So how does this actually move SETL's bottom line?
🧵 Thread ↓
Business story
The story starts in 2012 in Hyderabad as Standard Glass Lining Technology — manufacturing corrosion-resistant glass-lined reactors for pharma giants like Dr. Reddy's, Laurus Labs, and Hetero.
First pivot: from selling individual parts to becoming a turnkey engineering platform — owning process design, automation, and full plant deployment. Single-point accountability. This is what took revenue from ₹614Cr (FY25) to ₹793Cr (FY26).
Second pivot — the bold one: applying that exact zero-leak fluid engineering DNA to AI servers. NVIDIA Blackwell chips generate over 100kW per rack — too hot for fans, requiring liquid cooling skids and Coolant Distribution Units (CDUs).
SETL didn't build this tech division from scratch. They bought it — acquiring GScale Energy, led by Kasu Brahma Reddy, the former President of CtrlS Datacenters who personally oversaw 486 MW of data center builds. Instant credibility, instant pipeline access.
This is the rare pivot where the old business literally manufactures the new one's core competency.
Moat —
The legacy pharma business: Strong moat. 2-4 years to win vendor approval from top API players, >90% client retention.
The new data center business: Moderate moat, still being built. Three real edges —
① Vendor qualification lock — hyperscalers take 12-24 months to validate a cooling vendor, and the approval is tied to a specific factory. Completely non-transferable.
② Shared tooling advantage — SETL applies decade-old precision fabrication facilities to cooling skids, meaning lower R&D and tooling cost than a generic competitor starting cold.
③ Structural switching cost — a malfunctioning cooling skid can ruin millions in server hardware. Operators don't swap vendors lightly.
What's missing: no patents, the moat is process know-how. And critically — the tech moat is still unproven at scale. It depends on execution, not yet a track record.
Valuation & the minority interest math
Here's where the hook question gets answered — exactly how the acquisition flows to the bottom line.
FY26 A: Rev ₹793Cr | EBITDA 17.4% | Consol. PAT ₹83Cr | EPS ₹4.01
FY27 E: Rev ₹1,120Cr | EBITDA 20.0% | Consol. PAT ₹139Cr | Owner PAT ₹116Cr | EPS ₹5.50
FY28 E: Rev ₹1,550Cr | EBITDA 24.0% | Consol. PAT ₹244Cr | Owner PAT ₹171Cr | EPS ₹8.13
Notice the gap: Consolidated PAT and shareholder-owned PAT diverge sharply from FY27 onward. That's because under Ind AS 110, SETL must show 100% of GScale's revenue and EBITDA on its books — but only 51% of the profit. The other 49% legally leaks out as Non-Controlling Interest.
So EPS growth (₹4.01 → ₹8.13, 2x in two years) is real, but slower than the headline revenue growth (₹793Cr → ₹1,550Cr, also ~2x) would suggest at first glance — minority interest is the tax for not owning 100%.
Is there big operational leverage? Yes, genuinely. EBITDA margin expands from 17.4% to 24% as the high-margin tech division scales — absolute EBITDA nearly triples (₹138Cr → ₹372Cr) while revenue only doubles.
Growth triggers:
✅ ₹250Cr data center revenue target for FY27 from GScale's existing LOIs
✅ Production live from November 2026, scaling 35%→70% utilization by late FY28
✅ Interest coverage >75x by FY28 — zero debt drag, fully self-funded
✅ ROIC jumps from 14.7% (FY26) to 25.4% (FY28E)
Red flags:
⚠ Any slippage past Nov 2026 production launch compresses FY27 numbers directly
��� Tech segment currently <1% market share — pre-production phase, unproven at scale
Management quality & governance
Two-leadership structure, both domain-credible.
Nageshwar Rao (MD) — over a decade building the pharma GLR business, the long-term client relationships with Dr. Reddy's and Laurus Labs are his.
Kasu Brahma Reddy (Head, Data Center Division) — former President of CtrlS Datacenters, personally executed 486 MW of data center infrastructure before joining.
68.4% promoter holding, zero pledged shares. The ₹190Cr GScale deal was funded ₹125Cr from internal cash flows plus a share-swap — no debt taken. Track record: management promised the turnkey platform shift, delivered it (₹614Cr→₹793Cr revenue). Promised a November 2026 production launch for GScale, and facility expansion to 10 lakh sq ft is on schedule.
Governance flags:
⚠ Minor pre-IPO fixed-asset restatements during corporate restructuring — requires ongoing monitoring ⚠ The entire tech pivot's credibility rests heavily on one person — Kasu Brahma Reddy's personal hyperscaler relationships. Institutionalizing this into account management is the real test
⚠ GScale's 49% minority promoters retain independent equity — alignment is good for execution, but introduces future governance complexity on cash flow distribution between parent and subsidiary
Order pipeline — does it justify the growth?
On the legacy side, the answer is simple: ₹793Cr firm order book, built on relationships averaging years with top-tier pharma clients. That part is not in question.
On the GScale side, it's earlier-stage and conviction-dependent.
What exists today: GScale's existing Letters of Intent (LOIs) with data center operators, built on Kasu Brahma Reddy's CtrlS-era relationships. Management has set a specific, falsifiable target — ₹250Cr of data center revenue within the first months of FY27 consolidated operations.
What's not yet proven: whether LOIs convert into binding orders at the pace assumed, whether the November 2026 production launch holds, and whether utilization actually scales from 35% in FY27 to 70% by late FY28 as modeled.
The India liquid cooling TAM itself is compounding at 32-35% CAGR (₹2,200Cr → ₹9,200Cr by 2030) — the demand wave is real and external to SETL's execution. The risk is entirely about SETL/GScale capturing their slice of it on time.
Watch the FY27 Q3/Q4 print closely — that's the first real test of whether the ₹250Cr target and the November production launch both hold.
Closing thesis
So how does leveraging pharma precision into a 51% DC cooling stake actually move the bottom line?
The straight answer — favorably, but with a discount. The 49% minority interest means shareholders don't get the full benefit of the tech division's explosive growth; EPS still roughly doubles by FY28 (₹4.01 → ₹8.13), but it would have grown faster at 100% ownership.
What makes this credible rather than speculative: SETL isn't entering a market it doesn't understand. The exact engineering skill — zero-leak, high-pressure liquid transfer near sensitive, high-value equipment — transfers almost directly from pharma reactors to GPU cooling skids. That's a rare, genuine technical synergy, not a diworsification.
Triggers to watch:
✅ November 2026 — GScale production goes live on schedule
✅ FY27 ₹250Cr data center revenue target — first real proof point
✅ Utilization climbing from 35% toward 70% through FY28
✅ EBITDA margin crossing 20% — confirms the high-margin tech mix is working
⚠ Any LOI-to-order conversion delays from hyperscaler clients
⚠ Over-dependence on Kasu Brahma Reddy's personal network without institutional transfer
[Not investment Advice, DYOR]
[Not SEBI Registered Analysis, Modelling with simple projections with publicly available data]
![ramesh_vd's tweet photo. #StandardEngineering #StandardEngineeringTechnology #SETL #GScale
Standard Engineering Technology Limited
For a decade, Standard Engineering Technology built leak-proof, high-pressure liquid systems for pharma factories — the kind where a single failure ruins a drug batch.
In June 2026, management asked a sharp question: if we can pipe corrosive chemicals without a single leak, can we pipe coolant around a $40,000 GPU without one too?
They answered it by buying 51% of GScale Energy for ₹190 Crore — instantly entering AI data center liquid cooling.
But here's the catch: 49% of GScale's profit legally belongs to someone else. So how does this actually move SETL's bottom line?
🧵 Thread ↓
Business story
The story starts in 2012 in Hyderabad as Standard Glass Lining Technology — manufacturing corrosion-resistant glass-lined reactors for pharma giants like Dr. Reddy's, Laurus Labs, and Hetero.
First pivot: from selling individual parts to becoming a turnkey engineering platform — owning process design, automation, and full plant deployment. Single-point accountability. This is what took revenue from ₹614Cr (FY25) to ₹793Cr (FY26).
Second pivot — the bold one: applying that exact zero-leak fluid engineering DNA to AI servers. NVIDIA Blackwell chips generate over 100kW per rack — too hot for fans, requiring liquid cooling skids and Coolant Distribution Units (CDUs).
SETL didn't build this tech division from scratch. They bought it — acquiring GScale Energy, led by Kasu Brahma Reddy, the former President of CtrlS Datacenters who personally oversaw 486 MW of data center builds. Instant credibility, instant pipeline access.
This is the rare pivot where the old business literally manufactures the new one's core competency.
Moat —
The legacy pharma business: Strong moat. 2-4 years to win vendor approval from top API players, >90% client retention.
The new data center business: Moderate moat, still being built. Three real edges —
① Vendor qualification lock — hyperscalers take 12-24 months to validate a cooling vendor, and the approval is tied to a specific factory. Completely non-transferable.
② Shared tooling advantage — SETL applies decade-old precision fabrication facilities to cooling skids, meaning lower R&D and tooling cost than a generic competitor starting cold.
③ Structural switching cost — a malfunctioning cooling skid can ruin millions in server hardware. Operators don't swap vendors lightly.
What's missing: no patents, the moat is process know-how. And critically — the tech moat is still unproven at scale. It depends on execution, not yet a track record.
Valuation & the minority interest math
Here's where the hook question gets answered — exactly how the acquisition flows to the bottom line.
FY26 A: Rev ₹793Cr | EBITDA 17.4% | Consol. PAT ₹83Cr | EPS ₹4.01
FY27 E: Rev ₹1,120Cr | EBITDA 20.0% | Consol. PAT ₹139Cr | Owner PAT ₹116Cr | EPS ₹5.50
FY28 E: Rev ₹1,550Cr | EBITDA 24.0% | Consol. PAT ₹244Cr | Owner PAT ₹171Cr | EPS ₹8.13
Notice the gap: Consolidated PAT and shareholder-owned PAT diverge sharply from FY27 onward. That's because under Ind AS 110, SETL must show 100% of GScale's revenue and EBITDA on its books — but only 51% of the profit. The other 49% legally leaks out as Non-Controlling Interest.
So EPS growth (₹4.01 → ₹8.13, 2x in two years) is real, but slower than the headline revenue growth (₹793Cr → ₹1,550Cr, also ~2x) would suggest at first glance — minority interest is the tax for not owning 100%.
Is there big operational leverage? Yes, genuinely. EBITDA margin expands from 17.4% to 24% as the high-margin tech division scales — absolute EBITDA nearly triples (₹138Cr → ₹372Cr) while revenue only doubles.
Growth triggers:
✅ ₹250Cr data center revenue target for FY27 from GScale's existing LOIs
✅ Production live from November 2026, scaling 35%→70% utilization by late FY28
✅ Interest coverage >75x by FY28 — zero debt drag, fully self-funded
✅ ROIC jumps from 14.7% (FY26) to 25.4% (FY28E)
Red flags:
⚠ Any slippage past Nov 2026 production launch compresses FY27 numbers directly
��� Tech segment currently <1% market share — pre-production phase, unproven at scale
Management quality & governance
Two-leadership structure, both domain-credible.
Nageshwar Rao (MD) — over a decade building the pharma GLR business, the long-term client relationships with Dr. Reddy's and Laurus Labs are his.
Kasu Brahma Reddy (Head, Data Center Division) — former President of CtrlS Datacenters, personally executed 486 MW of data center infrastructure before joining.
68.4% promoter holding, zero pledged shares. The ₹190Cr GScale deal was funded ₹125Cr from internal cash flows plus a share-swap — no debt taken. Track record: management promised the turnkey platform shift, delivered it (₹614Cr→₹793Cr revenue). Promised a November 2026 production launch for GScale, and facility expansion to 10 lakh sq ft is on schedule.
Governance flags:
⚠ Minor pre-IPO fixed-asset restatements during corporate restructuring — requires ongoing monitoring ⚠ The entire tech pivot's credibility rests heavily on one person — Kasu Brahma Reddy's personal hyperscaler relationships. Institutionalizing this into account management is the real test
⚠ GScale's 49% minority promoters retain independent equity — alignment is good for execution, but introduces future governance complexity on cash flow distribution between parent and subsidiary
Order pipeline — does it justify the growth?
On the legacy side, the answer is simple: ₹793Cr firm order book, built on relationships averaging years with top-tier pharma clients. That part is not in question.
On the GScale side, it's earlier-stage and conviction-dependent.
What exists today: GScale's existing Letters of Intent (LOIs) with data center operators, built on Kasu Brahma Reddy's CtrlS-era relationships. Management has set a specific, falsifiable target — ₹250Cr of data center revenue within the first months of FY27 consolidated operations.
What's not yet proven: whether LOIs convert into binding orders at the pace assumed, whether the November 2026 production launch holds, and whether utilization actually scales from 35% in FY27 to 70% by late FY28 as modeled.
The India liquid cooling TAM itself is compounding at 32-35% CAGR (₹2,200Cr → ₹9,200Cr by 2030) — the demand wave is real and external to SETL's execution. The risk is entirely about SETL/GScale capturing their slice of it on time.
Watch the FY27 Q3/Q4 print closely — that's the first real test of whether the ₹250Cr target and the November production launch both hold.
Closing thesis
So how does leveraging pharma precision into a 51% DC cooling stake actually move the bottom line?
The straight answer — favorably, but with a discount. The 49% minority interest means shareholders don't get the full benefit of the tech division's explosive growth; EPS still roughly doubles by FY28 (₹4.01 → ₹8.13), but it would have grown faster at 100% ownership.
What makes this credible rather than speculative: SETL isn't entering a market it doesn't understand. The exact engineering skill — zero-leak, high-pressure liquid transfer near sensitive, high-value equipment — transfers almost directly from pharma reactors to GPU cooling skids. That's a rare, genuine technical synergy, not a diworsification.
Triggers to watch:
✅ November 2026 — GScale production goes live on schedule
✅ FY27 ₹250Cr data center revenue target — first real proof point
✅ Utilization climbing from 35% toward 70% through FY28
✅ EBITDA margin crossing 20% — confirms the high-margin tech mix is working
⚠ Any LOI-to-order conversion delays from hyperscaler clients
⚠ Over-dependence on Kasu Brahma Reddy's personal network without institutional transfer
[Not investment Advice, DYOR]
[Not SEBI Registered Analysis, Modelling with simple projections with publicly available data]](https://pbs.twimg.com/media/HMEFyYtW0AAEjXc.png)
#Standardglass #Q2FY26
H1 impacted due to exports being deferred ~42 cr, Guides for strong H2
Reaffirms 20–25% revenue growth for FY26
FROM Q1 FY27 Co. WILL START MANUFACTURING GLASS LINED HEAT EXCHANGER WHICH WILL IMPROVE MARGINS
Targets 20–25% annual growth till FY28
✔️ STANDARD ENGINEERING 👌
From precision engineering ➡️ AI/Data Center infra growth opportunities.
After the acquisition of 51% stake in GScale Energy, Standard Engineering is becoming an Engineering Infra power house.
A long term play👍
#StandardEngineering #Multibagger
✓ STANDARD GLASS LINING
A superb growth unveiling in the precision engineering segment with capex, expansion and growth. A long term investment bet. Adding on all major dips.
#INVESTING #MULTIBAGGER
#StandardEngineering Company engaged in distributing an excellent quality range of Reciprocating Air Compressors, Screw Air Compressor, #SortingMachine Rice Whitener & Polishing Machine.
#Registeryourbusiness at https://t.co/ZonHF7D1al
#YehHaiIndiaKaVyapar
https://t.co/Tnb4EP2a6T
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