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Mangudi Subramaniam
@mangudis
IT Geek with a passion for design thinking and solutions, building high performance teams skilled in data management and customer experience
Chennai
Joined October 2008
481 Following
110 Followers
419 Posts
MarkerIT | Digital Alchemists | Digital Transformation https://t.co/9p1F2DvtA2
https://t.co/gt2F3m3Taz is now on PR News Buz
MarkerIT | Digital Alchemists | Digital Transformation https://t.co/9p1F2DvtA2
@TVKVijayHQ some thoughts on governance for Vijay to think... Focus on "infrastructure industry" "technology enabled transparency" "people participation" along with all other kolgai's...
SOMEONE JUST KILLED THE REAL ESTATE INDUSTRY
A guy scanned an entire house with his phone. Uploaded it.
Now anyone on Earth can walk through it in a browser tab. No app. No VR. No agent. No appointment.
Click → you’re inside. Every room. Every angle. Every shadow. Photoreal.
The numbers are insane:
- Agent fee on a $500k home: $15,000
- Cost to make this scan: ~$200
- Time to “tour” 50 houses: one evening
- File size: smaller than a TikTok
The science is wild too:
It’s called 3D Gaussian Splatting instead of polygons (how games render), it uses millions of tiny glowing “splats” of color and depth.
AI reconstructs reality from your photos. The result loads on a phone and looks like you’re THERE.
The grift opportunity is even wilder:
Freelancers are already charging $300–$800 per scan for realtors, Airbnbs, venues, car dealers, museums.
One person + one phone + one weekend = a business.
Open source. Built on PlayCanvas.
Free GitHub: https://t.co/ew6Ql8Ad6u
Five years ago, the team at @GalaxEye were students at IIT Madras, chasing what many would have called an “outrageously ambitious” dream.
Yesterday, they launched Mission Drishti, the world’s first OptoSAR satellite.
There’s a simple but powerful lesson here: leapfrogging the world begins with a leap of faith.
By combining optical and radar imaging into a single platform, they didn’t just improve on what existed, they reimagined what was possible.
They’re showing us that the way to take a place on the global stage, is not by catching up, but by changing the game.
They’re my #MondayMotivation
Let me explain what just happened today because it deserves so much recognition.
GalaxEye is a Bengaluru startup founded in 2021 by IIT Madras engineers. Today they launched Mission Drishti on a SpaceX Falcon 9. It is India's largest privately built satellite at 190 kg. And it carries a technology that no commercial satellite has ever carried before.
Normal satellites take photos of the Earth using optical cameras. Like your phone camera, but from 500 km up. The problem is obvious. Clouds. Night. Fog. Smoke. If any of these are in the way, the photo is useless. India has monsoon cover for 4 months a year. That is 4 months where optical satellites are partially or fully blind over large parts of the country.
The alternative is SAR. Synthetic Aperture Radar. Instead of taking photos with light, it sends radar waves down and reads what bounces back. Radar goes through clouds, through darkness, through smoke. A SAR satellite can image a flooded village at 2 AM during a cyclone when no optical satellite can see anything.
The problem with SAR is that the images look nothing like photos. They look like grainy black-and-white radar maps. A military analyst or a trained geospatial engineer can read them. A farmer, a disaster response team, or a city planner cannot.
Until today, if you wanted both optical and SAR data for the same location, you needed two different satellites, passing over at different times, at different angles. Then someone had to manually align and fuse the two datasets. Expensive, slow, and the data never perfectly matched because the satellites saw the same spot minutes or hours apart.
GalaxEye put both sensors on one satellite. Optical and SAR, fused into what they call OptoSAR. Three times more information than a single sensor. Processed onboard by an NVIDIA AI chip at 1.8 metre resolution.
Now in practice, during the next cyclone hitting Odisha, one satellite pass gives you a clear image of which villages are flooded, which roads are cut, and which buildings are standing. Day or night. Cloud or clear. In near real-time.
For defence, it means you can monitor a border area 24/7 regardless of weather. For agriculture, it means tracking crop health across an entire monsoon season without a single cloud gap. For infrastructure, it means monitoring construction progress on highways and bridges without waiting for a clear day.
GalaxEye tested their SAR tech on ISRO's POEM orbital platform. The satellite was tested at ISRO facilities. IN-SPACe provided regulatory clearance. NSIL, ISRO's commercial arm, will distribute the imagery globally. And it launched on SpaceX because ISRO's PSLV doesn't have the right orbit slot for this mission.
Yes, four IIT Madras graduates built a world-first satellite in 4 years in Bengaluru.
Take a bow!
CEO obsessed with token maxxing
good advice...
A Bangalore founder I know built a real business.
₹3.8Cr ARR. Four US enterprise clients. Clean product. Repeat usage. The kind of business that looks good in a deck and feels good to run.
Every single customer contract — including the US ones — was signed by the Indian private limited company.
Deliberately.
His CA had recommended it two years earlier. The logic was straightforward. Keep all revenue flowing into the Indian entity. Clean INR receipts. No FEMA complexity on outward remittances. GST filing stays simple. Board can see everything in one place.
The founder had repeated this logic to himself so many times it had stopped feeling like a decision. It just felt like how the business worked.
In month 26, one of the US clients had a dispute.
Not a small one.
₹41L breach of contract claim.
Services not delivered to the specification outlined in the contract, they said.
Three deliverables missed.
Two deadlines blown.
The founder had a different view of what had been agreed. He believed he was right. His team believed he was right.
What nobody had looked at carefully was the contract itself.
Governing law: California.
Jurisdiction: San Francisco County Superior Court. Dispute resolution: litigation in a California court of competent jurisdiction.
The Indian entity had signed that contract.
The Indian entity had no registered agent in California. No attorney on record in the US.
No legal presence of any kind in any American state. No one monitoring court filings.
No one watching for legal notices sent to a registered address that hadn't been updated in two years.
The client filed suit in San Francisco County Superior Court on a Tuesday.
The founder found out from a follow-up email from the client's lawyer six weeks later.
By that point the window to file a response had already closed.
California court entered a default judgment in 47 days.
Not because the founder's position was weak. Not because the facts were against him. Because nobody showed up to state the facts.
Under California civil procedure, if a defendant fails to respond to a properly served complaint within the statutory period, the plaintiff can apply for a default judgment. The court doesn't evaluate the merits. It records that one party made a claim and the other party did not appear.
The founder called his Bangalore lawyer the same day he found out.
The lawyer explained it carefully.
The judgment was technically unenforceable in India. Indian courts operate under Section 13 of the Code of Civil Procedure — foreign judgments are not automatically enforced.
A default judgment from a court that had no personal jurisdiction over the Indian entity, in a proceeding where the defendant was never properly served under Indian legal standards, had limited direct enforceability.
The immediate financial exposure was containable.
The founder exhaled.
He focused back on the business.
New clients to close. Product to ship.
Team to manage.
He didn't think about the judgment again for eight months.
Eight months later he was in serious conversations with a new US enterprise client.
Healthcare technology company.
Midwest-based.
Serious procurement process.
₹68L annual contract.
Exactly the kind of client that changes the trajectory of a business.
Three calls had gone well. The economic buyer was convinced. The technical evaluation had passed.
Legal review was the last step before the contract was sent for signature.
Their procurement team ran a standard third-party risk assessment on the contracting entity.
This is routine for any US company onboarding a vendor above a certain contract value.
They check litigation history, regulatory flags, financial standing, court records.
The search takes about 15 minutes using standard US legal databases.
They found the California judgment in 11 minutes.
The procurement lead sent one email to the founder.
"𝗪𝗲 𝗵𝗮𝘃𝗲 𝗿𝗲𝘃𝗶𝗲𝘄𝗲𝗱 𝘆𝗼𝘂𝗿 𝗲𝗻𝘁𝗶𝘁𝘆 𝗮𝗻𝗱 𝗳𝗼𝘂𝗻𝗱 𝗮𝗻 𝘂𝗻𝗿𝗲𝘀𝗼𝗹𝘃𝗲𝗱 𝗰𝗼𝘂𝗿𝘁 𝗷𝘂𝗱𝗴𝗺𝗲𝗻𝘁 𝗶𝗻 𝗦𝗮𝗻 𝗙𝗿𝗮𝗻𝗰𝗶𝘀𝗰𝗼 𝗖𝗼𝘂𝗻𝘁𝘆 𝗦𝘂𝗽𝗲𝗿𝗶𝗼𝗿 𝗖𝗼𝘂𝗿𝘁. 𝗢𝘂𝗿 𝘃𝗲𝗻𝗱𝗼𝗿 𝗽𝗼𝗹𝗶𝗰𝘆 𝗱𝗼𝗲𝘀 𝗻𝗼𝘁 𝗽𝗲𝗿𝗺𝗶𝘁 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝘀 𝘄𝗶𝘁𝗵 𝗲𝗻𝘁𝗶𝘁𝗶𝗲𝘀 𝗰𝗮𝗿𝗿𝘆𝗶𝗻𝗴 𝘂𝗻𝗿𝗲𝘀𝗼𝗹𝘃𝗲𝗱 𝗨𝗦 𝗹𝗶𝘁𝗶𝗴𝗮𝘁𝗶𝗼𝗻. 𝗜𝗳 𝘆𝗼𝘂 𝗵𝗮𝘃𝗲 𝗮 𝘀𝗲𝗽𝗮𝗿𝗮𝘁𝗲 𝗨𝗦 𝗲𝗻𝘁𝗶𝘁𝘆 𝘄𝗲 𝗰𝗮𝗻 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝘄𝗶𝘁𝗵, 𝘄𝗲 𝗮𝗿𝗲 𝗵𝗮𝗽𝗽𝘆 𝘁𝗼 𝗲𝘅𝗽𝗹𝗼𝗿𝗲 𝘁𝗵𝗮𝘁. 𝗢𝘁𝗵𝗲𝗿𝘄𝗶𝘀𝗲 𝘄𝗲 𝘄𝗶𝗹𝗹 𝗻𝗲𝗲𝗱 𝘁𝗼 𝗽𝗮𝘂𝘀𝗲 𝘁𝗵𝗶𝘀 𝗲𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁."
The founder called back the same day.
Explained the history.
Explained that the judgment was the result of a dispute where he believed his position was correct. Explained that it was technically unenforceable.
The procurement lead was polite. Sympathetic even.
"𝗜 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱. 𝗕𝘂𝘁 𝗼𝘂𝗿 𝗽𝗼𝗹𝗶𝗰𝘆 𝗱𝗼𝗲𝘀𝗻'𝘁 𝗵𝗮𝘃𝗲 𝗮 𝗰𝗮𝗿𝘃𝗲-𝗼𝘂𝘁 𝗳𝗼𝗿 𝘂𝗻𝗲𝗻𝗳𝗼𝗿𝗰𝗲𝗮𝗯𝗹𝗲 𝗷𝘂𝗱𝗴𝗺𝗲𝗻𝘁𝘀. 𝗜𝘁 𝗳𝗹𝗮𝗴𝘀 𝗮𝗻𝘆 𝘂𝗻𝗿𝗲𝘀𝗼𝗹𝘃𝗲𝗱 𝗰𝗼𝘂𝗿𝘁 𝗿𝗲𝗰𝗼𝗿𝗱. 𝗜 𝗰𝗮𝗻'𝘁 𝗼𝘃𝗲𝗿𝗿𝗶𝗱𝗲 𝗶𝘁."
The deal was dead in 4 days.
No negotiation. No escalation path. Procurement policy is procurement policy and procurement teams exist precisely to not make exceptions.
Here is what the founder had actually built over two years without realising it.
Every time he signed a US client contract through the Indian entity, he was creating a US legal obligation backed by zero US legal infrastructure.
A US enterprise client who has a problem doesn't think about FEMA. Doesn't think about INR receipts or GST simplicity. They think about where they are, what courts they know, what lawyers they can call on Monday morning.
They file where they live.
And if the entity on the other side of the contract has no presence in that jurisdiction — no registered agent, no attorney, no one watching for a process server — the legal system doesn't pause to accommodate that absence.
It records it as a default.
The structural decision that had felt conservative and clean — keep revenue onshore, one entity, simpler for the board — had quietly created a permanent legal liability in the jurisdiction where the founder's best customers lived and where his best future customers would do their due diligence.
Clean onshore revenue is an accounting outcome.
Signing US contracts with an entity that cannot defend them in a US court is not a finance decision.
It is a legal exposure that compounds silently until it surfaces at exactly the wrong moment.
There is a second problem that the founder hadn't fully calculated.
The California judgment doesn't expire quickly.
In California, a court judgment is enforceable for 10 years and can be renewed for another 10.
For the full duration it sits on the public record of San Francisco County Superior Court, searchable by any attorney, any procurement team, any acquirer's DD firm, any US investor running a standard litigation check on the company or its contracting entities.
Every US enterprise sales process the founder runs for the next decade will pass through a procurement team that may run that check.
Every acquisition conversation will include a legal DD phase where the buyer's attorneys pull court records on all entities associated with the business.
Every US institutional investor considering the company will have a lawyer who searches this as a matter of routine.
The judgment doesn't follow the founder personally. It follows the entity. But the entity is the business. And the record is permanent.
We came in after the second deal fell through.
The first conversation was about understanding the full picture. Not just the judgment — the entire contracting structure, every US client relationship, every agreement that had been signed by the Indian entity.
There were four active US client contracts. All four had California or Delaware governing law. All four had US jurisdiction clauses. None of them had been signed by a US entity.
We incorporated a Delaware C-Corp.
Appointed a registered agent in Delaware with a physical address and a monitored mailbox — the registered agent receives all legal and government correspondence and forwards it immediately.
This is not optional infrastructure for a US-contracting entity. It is the minimum.
We migrated all four active US client contracts to the Delaware entity.
Each client was contacted individually.
The conversation was simple — we are restructuring our US operations through a dedicated US entity for better service and compliance, here is a contract assignment and novation agreement for your signature.
Three clients signed within two weeks. One took a month and a legal call to explain the change.
We built a governing law and jurisdiction matrix into the standard contract template. US client, Delaware governing law, Delaware or federal court jurisdiction, US dispute resolution forum. No exceptions permitted at the sales stage without legal sign-off.
We drafted a one-page internal rule for the sales team and made it part of the contract approval checklist: the contracting entity must match the client's jurisdiction. US client means Delaware entity. Every time.
We also responded formally to the California judgment — filed a motion to set aside the default on the grounds of improper service on a foreign entity, supported by an affidavit from the founder and documentation of the service failure.
The motion was partially successful. The judgment wasn't vacated but the record was updated to reflect the contested service, which gave future DD reviewers context rather than a bare default.
The next US enterprise prospect ran the same standard procurement check six months later.
Clean record on the Delaware entity. Contract signed in 3 weeks.
The original California judgment is still on the record against the Indian entity.
It will be there for 10 years.
Every procurement team that searches that entity name will find it.
Every acquirer running DD on the company's full legal history will find it.
Every US investor who pulls a litigation check on associated entities will find it.
What changed is that the business stopped creating new exposure.
Every US contract signed from that point forward was signed by an entity that could appear in a US court, respond to a US filing, and defend a US claim.
The registered agent costs $150 a year.
The Delaware incorporation cost $800.
The contract migration took 6 weeks.
The total cost of building proper US legal infrastructure was less than the legal fees from the first week of the California default proceeding.
Here is the thing about default judgments that most founders don't understand until it's too late.
You don't lose a US lawsuit by having a weak case.
You lose it by not showing up.
And you don't show up when the contract says California jurisdiction and your entity has never heard of California.
The founder didn't make a bad legal decision.
He made no legal decision at all.
He made an accounting decision — keep revenue onshore — and assumed the legal consequences would take care of themselves.
They did.
Just not in the way he had assumed.
𝗜𝗳 𝘆𝗼𝘂 𝗮𝗿𝗲 𝗿𝘂𝗻𝗻𝗶𝗻𝗴 𝗮 𝗦𝗮𝗮𝗦 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝘄𝗶𝘁𝗵 𝗨𝗦 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗮𝗻𝗱 𝗲𝘃𝗲𝗿𝘆 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁 𝗶𝘀 𝘀𝗶𝗴𝗻𝗲𝗱 𝗯𝘆 𝘆𝗼𝘂𝗿 𝗜𝗻𝗱𝗶𝗮𝗻 𝗲𝗻𝘁𝗶𝘁𝘆, 𝘆𝗼𝘂 𝗮𝗿𝗲 𝗻𝗼𝘁 𝗯𝗲𝗶𝗻𝗴 𝗰𝗼𝗻𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝘃𝗲.
You are signing legal obligations you have no infrastructure to defend.
The judgment doesn't come when you expect it.
It comes eight months later, in a procurement email, on a deal you needed to close.
A team of 8 senior engineers had been debugging the same production issue for 6 weeks.
Daily incidents. Angry customers. Leadership pressure. Eight brilliant people. Zero answers.
Melly joined the company on a Monday. By Thursday afternoon she had found it.
Not because she was smarter than 8 senior engineers but
Because she asked a question — nobody had thought to ask. 🧵
MarkerIT | Digital Alchemists | Digital Transformation https://t.co/O002r3WLYN
It’s 12 midnight and I’ve officially lost count of how many times I’ve hit replay. Sivasri’s rendition of “Thondi Sariya” is absolute fire. The speed is insane, yet her precision is so flawless—she’s deeply locked into the rhythm it’s almost hypnotic. Love this. Listen in.
Well said ..
Biggest realization of 2025:
Some people are bad at time management.
And some people are bad at punctuality.
They are not the same thing.
There is a class of people who get an extraordinary amount done every day. They switch contexts fast. They delegate well. They think in systems. Their calendar looks chaotic, but their output is anything but.
I’d like to believe I am one of them.
And yet, they are often late to personal things.
And I am one of them as well :(
Not because they do not care.
But because they optimize for value, not timestamps.
In my head, five more minutes finishing something meaningful feels more responsible than arriving exactly on the dot.
Nothing breaks if I am late.
No money is lost.
No decision collapses.
So my brain makes a trade.
But this trade is the only thing my wife Ruchi and I end up having an argument over.
Because, according to Ruchi, in personal contexts, time is not just a resource.
It is a signal.
When someone waits for you, they are not waiting for your productivity.
They are waiting for your presence.
And presence cannot be delegated or made up later.
Being late is rarely about poor discipline.
It is about misjudging the cost.
And I have been guilty of misjudging this cost for far too long.
It is time I begin recognizing when efficiency stops being a virtue and starts becoming a blind spot.
Managing time well is powerful.
Signaling respect with time is wiser.
https://t.co/gt2F3m3Taz is getting loads of traction.
Your first chat is on the house. A few minutes with us might give you that one insight that changes everything.
You know where to click. Let the alchemy begin!
#MarkerIT #FreeChat #BusinessGrowth #DigitalAlchemist
This video is, I believe, over a year old.
I saw it only recently and couldn’t help being greatly moved.
First, thank you to the car’s owner for his generosity of spirit and empathy.
And I have to say, as a car manufacturer, it is good to be reminded of the uninhibited joy and delight cars can provide to people.
That is how I hope our designers and engineers at Mahindra—both current and future—will always approach the creative process: by keeping in mind that cars are more than just devices of transportation.
When designed with passion, they can deliver joy to all who experience them…
Wonderful meditation. I see parallels in this celebration of life to the quote "No Man is an Island," based on "Devotions upon Emergent Occasions," a 1624 prose work by John Donne.
I visited the SF bay area this week, staying near the Apple HQ, an area of beautiful multi-million dollar homes, well maintained parks - but hardly any young children roaming the wide open residential streets (hardly any traffic) or playing in the parks. It felt empty, particularly going from my Tenkasi village.
I am blessed to live in an area where people have children. After a long time living in areas where children were nearly absent, this is hugely uplifting of the spirit.
The per capita income in Cupertino, California exceeds $100,000. In rural Tenkasi, it is likely below $2000.
I was happy to come back to see our school children's faces.
Death is an occasion an extended family here comes together to mourn for several days, never leaving the bereaved alone. That social bonding is why children are valued. We value life when we honor our dead.
I hope our families here stay deeply connected with each other the way they do now, taking part in each other's joys and sorrows. I hope the exuberantly celebrated Goddesses and Gods bless our people. I quite enjoy taking part in that life.
All religions have a passionate following in our area. Religious devotion by itself is a strong indicator for having children.
In that sense, faith in God is saving our species. 🙏
I visited the SF bay area this week, staying near the Apple HQ, an area of beautiful multi-million dollar homes, well maintained parks - but hardly any young children roaming the wide open residential streets (hardly any traffic) or playing in the parks. It felt empty, particularly going from my Tenkasi village.
I am blessed to live in an area where people have children. After a long time living in areas where children were nearly absent, this is hugely uplifting of the spirit.
The per capita income in Cupertino, California exceeds $100,000. In rural Tenkasi, it is likely below $2000.
I was happy to come back to see our school children's faces.
Death is an occasion an extended family here comes together to mourn for several days, never leaving the bereaved alone. That social bonding is why children are valued. We value life when we honor our dead.
I hope our families here stay deeply connected with each other the way they do now, taking part in each other's joys and sorrows. I hope the exuberantly celebrated Goddesses and Gods bless our people. I quite enjoy taking part in that life.
All religions have a passionate following in our area. Religious devotion by itself is a strong indicator for having children.
In that sense, faith in God is saving our species. 🙏
@svembu Wonderful meditation. I see parallels in this celebration of life to the quote "No Man is an Island," based on "Devotions upon Emergent Occasions," a 1624 prose work by John Donne.
My sincere many thanks to all these wonderful dancers from Russia to have come all the way to my studio for a very special performance which was full of grace, mesmerising, very expressive, heart-touching, alluring and flawless… 💃 💃 💃 🙏🙏🙏
I have been saying this for many years now. This is the equivalent to வெள்ளையா இருக்கிறவன் பொய் சொல்ல மாட்டான் moment. But this is great to see that many many people are talking about it ❤️
https://t.co/IklKcva2CM
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