Sonal Goyal

Open source entity resolution, data matching and deduplication

[Sonal Goyal @sonalgoyal]

@sabeer Have buses! Too many private vehicles on the roads right now 😥

[Nitin @nitingoyal]

@airtelindia @Airtel

Broadband connection (complaint no. 11031689445) for connection 056225500885_wifi is down since 2 days with no resolution or redressal even after multiple followups.

Please help!!!

@sonalgoyal

[Sonal Goyal @sonalgoyal]

Stuck with no internet for 2 days, hard time even registering complaint. Really disappointing service @airtelindia

[Sonal Goyal @sonalgoyal]

I just published Step by Step Identity Resolution with Zingg on Fabric https://t.co/dXTMgzB4uc

[Sonal Goyal @sonalgoyal]

Building AI Agents? Take a pause and read https://t.co/O0C0o1sbID

[Zingg @zinggoss]

Check out the latest article in @sonalgoyal newsletter: The Semantic Layer Does Not Have All The Answers. https://t.co/Z8iWkTBrB2 via @LinkedIn

[Sonal Goyal @sonalgoyal]

The MDM Magic Quadrant Is Back. Here’s What Is Missing., by @sonalgoyal https://t.co/KKWmGLBdDF #masterdatamanagement #mdm

[Ruchir Agarwal @AgarwalRuchir]

@sonalgoyal @narendramodi @RahulGandhi @TransportKE @nitin_gadkari @myogiadityanath @gupta_rekha Buses also provide better last mile connection than metro.

[Sonal Goyal @sonalgoyal]

From “What Was Revenue Last Quarter?” to “Generate 30% More Revenue This Quarter”, by @sonalgoyal https://t.co/bQXyahf1s7

[Sonal Goyal @sonalgoyal]

How can we citizens get more buses? @narendramodi @RahulGandhi @TransportKE @nitin_gadkari @myogiadityanath @gupta_rekha

[Sonal Goyal @sonalgoyal]

When I came to Delhi in 1994, I was amazed at the bus service and easy access to most points. Something which my hometown Agra sorely missed. Fast forward to today, hardly any buses on roads. It’s a car zoo with few buses here and there. #delhi #noida

[Sonal Goyal @sonalgoyal]

Every bus takes off sizeable number of cars from the roads. Much less traffic congestion, lesser pollution, lower parking stress. Lower oil bill too ;)

[Replicated @replicatedhq]

@sonalgoyal yup, gotta deploy on-prem!!!

[Sonal Goyal @sonalgoyal]

@nutanc I am bullish on Indian startups building for the world. Many of us are building core data and AI systems, with great traction and adoption. Check @SignozHQ, @zinggoss , Clearfeed. Or @AtlanHQ

[Sonal Goyal @sonalgoyal]

Entity Resolution is foundational for data management, yet it is extremely complex to build. How many of you resonate?

[Sonal Goyal @sonalgoyal]

Entity Resolution is foundational for data management, yet it is extremely complex to build. How many of you resonate?

[Sonal Goyal @sonalgoyal]

Claude is almost like the cofounder I never had!

[Sonal Goyal @sonalgoyal]

From “What Was Revenue Last Quarter?” to “Generate 30% More Revenue This Quarter”, by @sonalgoyal https://t.co/bQXyahf1s7

[Sonal Goyal @sonalgoyal]

9/So, a direct question to everyone building or buying enterprise software:
If your SaaS vendor made your data fully portable tomorrow — accessible by any agent you build — would that change how you evaluate them?
Or are you already walking away from vendors who won't?

[Sonal Goyal @sonalgoyal]

1/Vibe coding has everyone debating whether SaaS is dead.
Both sides — "just build it yourself" vs "a POC isn't a product" — have a point.
But they're both arguing about the wrong thing. 🧵

[Sonal Goyal @sonalgoyal]

8/The SaaS vendors who thrive won't be the ones who held their data tightest. They'll be the ones who had the vision — and the courage — to let it flow.