DON’T MISS THIS!
2/24 Amberflo x Twill Present Monetizing AI: A Two-Part Hands-On Workshop on Unified AI Metering, Cost Tracking, and Usage-Based Billing (1 of 2)
A tactical, no-fluff workshop series built for teams shipping AI in production.
Learn how to unify AI access across models, track real unit economics in real time, and design usage-based pricing that scales with agentic systems.
This isn’t theory. It’s the economic control plane behind profitable AI products.
⏱️ Part 1: February 24, 11:00 AM – 12:00 PM PT
⏱️ Part 2: March 3, 11:00 AM – 12:00 PM PT
📍 Online (Live Workshop + Q&A)
Featuring:
Puneet Gupta – Founder & CEO, Amberflo (ex-GM AWS)
Raymond Lee – Founder, Twill

REGISTER HERE: https://luma.com/6jjzb67c
Get to know some of our incredible speakers ahead of time! We’ve included short videos so you can hear their perspectives before the event kicks off.
Puneet Gupta, Founder & CEO of Amberflo.ai
We design gatherings that spark genuine interactions, bringing together professionals, builders, and creatives in environments that are as fun as they are meaningful. Think less “conference room small talk” and more relaxed, engaging conversations in a welcoming setting.
🚀 Join Our Upcoming Online Event Series
Missed our last session? You can still join us.
We’re continuing our event series — and to make it more accessible for everyone, we’ve moved it fully online.
This upcoming session dives into Monetizing AI: Usage-Based Pricing & Billing — helping founders, product leaders, and engineering teams turn AI usage into scalable revenue.
If you're building AI-powered products, this session will give you the monetization blueprint you need.
Stay tuned, here’s where you can connect with us next.
SIGN UP TODAY: https://luma.com/monetizeAI
Amberflo x Twill Present: Monetizing AI (Part 2 of 2)

🎟 Complimentary Workshop Access
Are you a founder, product leader, or engineering executive building AI-powered products? Join Part 2 of our hands-on workshop series focused on turning AI usage into scalable revenue.
🚀 Twill (community of 7,000+ tech leaders) and Amberflo present: Monetizing AI — Usage-Based Pricing & Billing
Secure your spot now — seats are limited, and approval is required.
Part 1 will be filled with insights, and Part 2 will build on them!
Sign up to reserve your spot: https://luma.com/monetizeAI
The Agri-Food Innovation Leadership Mixer

🎟 Reserve Your Complementary Spot
Are you an agri-tech founder, food-tech innovator, investor, or industry leader attending World Agri-Tech or Future Food-Tech? Join an exclusive executive networking mixer designed for meaningful, high-value connections.
Hosted by Intralink and Norton Rose Fulbright, this post–World Agri-Tech Summit gathering brings together leaders shaping the future of agri-food innovation.
👉 Register here: https://luma.com/worldagritech
📌Recent Event Highlights
Over the past few weeks, we’ve gathered founders, investors, and operators shaping the future of AI and bio—driving conversations around execution, scale, and real-world impact.
Here’s a quick recap of what you missed:
🚀 Enterprise AI Workshop Series Kickoff (Feb 11)
We officially launched the Twill x Amberflo Enterprise AI Workshop Series with a hands-on session focused on implementing AI at scale inside the enterprise.
The workshop brought together founders, operators, and investors to explore unified AI access, real-time cost tracking, optimization strategies, and usage-based monetization frameworks.
Speakers:
Puneet Gupta — Founder & CEO, Amberflo
Raymond Lee — Founder, Twill
Utkarsh M — Early-Stage Investor, Nexus Venture Partners
In collaboration with AI21 Labs, attendees also explored cutting-edge LLM capabilities hands-on.
🔥 Vibe Shift: The Builders Behind the Models (Feb 4)
In partnership with Rocket, we brought together leading AI engineers, product leaders, and applied scientists for an evening focused on turning foundation models into production-ready systems.
The conversation unpacked real-world lessons on scaling AI products, navigating research vs. product tradeoffs, and delivering business value.
Speakers:
Deepak Dhanak — Cofounder, Rocket.new
Tanya Roosta — Senior Applied Science Manager, Amazon
Puneet Gupta — Founder & CEO, Amberflo
Johann Schleier-Smith — Founder, Temporal Technologies
Harsh Verma — Agentic AI/ML Engineering, Palo Alto Networks
Francis Ma — Sr. Director, Google for Developers
🌟 JPM’26 Builders & Backers Breakfast
At JPM Week, Pamir Ventures hosted a high-signal CEO & Investor Breakfast focused on AI and Bio innovation — convening founders and funders for meaningful conversations above the Embarcadero.
Speaker Spotlight:
Milad Alucozai — General Partner, Pamir Ventures
In collaboration with:
Anand Subramanian— Co-Founder and General Partner, Pamir Ventures
Jason Novak — Partner-In-Charge (SF Office) at Norton Rose Fulbright
A powerful start to the year, bringing together capital and builders shaping the future of AI and biotech.
🌟 Founder Spotlight
Behind Twill is Raymond Lee, a visionary leader committed to building meaningful ecosystems for innovators.
His mission is simple yet powerful: connect people shaping the future of AI, technology, and business in ways that spark collaboration and lasting impact.

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Let’s keep building the future, together. 🚀




