Amit Shah

Founder & CEO at InstaLILY AI

[👩‍💻 Paige Bailey @DynamicWebPaige]

so much joy! 😍

@InstalilyAI // @matthewridenour
@GoogleDeepMind @ycombinator

[Omar Sanseviero @osanseviero]

Two years ago, we released Gemma, Google DeepMind family of open models.

Today, I'm thrilled to share a new milestone: Gemma 400M downloads and 100,000 variants!

Thank you to every developer, partner, and contributor. We can't wait to see what you build next!👀

[Amit Shah @ashahnet]

@GoogleDeepMind @InstalilyAI https://t.co/9CscFp0PiD

[Amit Shah @ashahnet]

We just had a short write-up published by @GoogleDeepMind on our work @InstalilyAI. What I appreciated about the piece is that it captures something we spend a lot of time explaining in conversations, but rarely see written down clearly.

#AI-native systems are fundamentally different from #SaaS systems. In a SaaS world, new outcomes usually mean new rules, new workflows, or custom logic.

In an AI-native system, new outcomes should come from the same architecture learning from new context.

Different use cases, yet all powered by:
- The same connector layer into systems of record.
- The same editable enterprise-memory layer, InstaBrain™, which captures tribal knowledge and produces a vertical-specific SLM.
- The same orchestrated agent layer that executes work in a governed, repeatable way.

What changes is the context and the learning, not the code.

Google’s team captured this distinction well in the post. If you’re thinking seriously about what “AI-native” actually means in production, it’s worth a read.

Thanks to the @GoogleDeepMind team and Matt Ridenour, @OfficialLoganK , Paige Bailey, @ammaar, Erchit Sood PMP for the opportunity to share how our unique architecture is creating real impact in #VerticalAI.

#InstaLILYAI #GoogleDeepMind
@sumantro_das

[Amit Shah @ashahnet]

Every mark on the map is a real deployment.

A lot of these came from outcomes that spoke for themselves. Clients saw results, shared them, and that signal expanded faster than any plan we could have drafted. When growth comes from impact, you can see exactly where the system is working and where to push next.

That’s how you earn trust in complex environments.

To more cities, states… (and countries…!) in 2026.
If your team is losing time to the work the systems should handle, we should talk.

#InstaLILYAI #EnterpriseAI
@InstalilyAI @sumantro_das

[Amit Shah @ashahnet]

The "Monday Reset" is a leak in enterprise velocity. It leads to teams beginning their week in a deficit. They spend the morning recovering the context they possessed on Friday afternoon by searching threads, re-aligning status and re-building their foundation when they should be building momentum.

High-leverage operations cannot run on human recall alone. They require system memory that preserves the state of work, dropping the ramp up time to zero and ensuring context persists across the gap.

Continuity is the prerequisite for scale. The goal is not to catch-up faster on Monday. It is to design a workflow that never forgets what happened last week.

#InstaLILYAI

[Amit Shah @ashahnet]

A common misconception I hear about AI Agents is: "it’s just a smarter chatbot."

Agents press the buttons; chatbots just talk about them.

[Amit Shah @ashahnet]

AI is not going to take over humans.
Humans will take over AI and become Superhuman.

[Amit Shah @ashahnet]

Stop calling it a Co-Pilot.
I want the plane to fly itself.

Most AI tools generate content. They summarize meetings or draft emails. They speed up quick tasks while you sit in the passenger seat.

At @InstalilyAI , we generate throughput. Our agents log into SAP update Salesforce , and resolve tickets in Zendesk. If the system is not performing an action inside your system of record, it is not an agent. It is a toy.

Measure work completed, not words generated.

[Amit Shah @ashahnet]

I saw smart people trapped in dumb systems.
That’s why we built @InstalilyAI

I left @1800flowers, to build InstaLILY AI with @sumantro_das after seeing experts spend their time on manual workflows. Data entry replaced judgment. Tribal knowledge stayed in people’s heads. The systems meant to scale the enterprise were slowing it down.

In the latest episode of The Product Market Fit with @pablosrugo, I break down the future of work we are building at InstaLILY and the principles shaping that work.

My time in complex operational industries revealed: “operator market fit” is equally as important as PMF, one size approach fits none, and humans can do more when freed from legacy systems of record.

Full episode here: https://t.co/G68jh6SBP0

[InstaLILY AI @InstalilyAI]

Our weekly newsletter has launched: The InstaLILY AI Dispatch! Each week, we spotlight the AI news that matters most to industrial and distribution operators - from major tech shifts to real-world developments that impact how business gets done. Check out our first edition here and subscribe: https://t.co/LPogdOOOZc

[InstaLILY AI @InstalilyAI]

Still thinking about #GoogleCloudNext25... 30K+ builders, 700+ sessions, and the future of AI on full display. Grateful for the momentum, the minds, the team at @googlecloud and our team at InstaLILY - let’s keep building 🏆

#GoogleNext25 #GoogleforStartups #InstaLILY

[GK Digital Ventures @GK_ventures]

Everyone wants to lead in AI. Few actually are.

That’s why we launched the AI Trailblazers Power 100 with @Adweek — spotlighting executives using AI to rewire how their companies operate, connect, and grow.

Now, we’re taking that conversation live.

On June 5, we’re bringing together the boldest builders, brand leaders, and investors at the AI Trailblazers Summer Summit during New York Tech Week.

➡️ Real use cases
➡️ Practical strategies
➡️ Zero fluff

And later in June, we’ll be celebrating many of these leaders on the global stage at Cannes.

If you’re scaling AI inside a large org — or advising those who are — this is your moment.

📍 NeueHouse Madison Square
🎟️ Register: (link below)

#AITrailblazers #Power100 #EnterpriseAI #LeadershipInTech #NewYorkTechWeek

[Amit Shah @ashahnet]

Can’t wait, this is going to be Epic!!

[InstaLILY AI @InstalilyAI]

🎥 The Final Edit is Here! 🎥

🙏 Thank you to everyone who joined #WomeninAI for #NYTechWeek2024. Special thanks to our panelists and hosts. The rooftop was overflowing with brilliant minds!

🚀 Stay tuned for more initiatives in an effort to unite women in the industry!

[Amit Shah @ashahnet]

@jowyang Signal to poop ratio is key!

[Amit Shah @ashahnet]

@jowyang One big issue is IP, can get messy if the idea takes off…

[Amit Shah @ashahnet]

@jowyang Nothing middle aged about it, just pure “awesome-aged”💪👏

[Amit Shah @ashahnet]

@jowyang Esp the 5am workout!

[Amit Shah @ashahnet]

@jowyang Highly recommended, it’s 🔥