About InstaLILY
InstaLILY is an AI products and infrastructure company that puts execution at the frontier of enterprise AI. That work begins with Lily™, the world's first AI Forward Deployed Engineer, which learns how a business works, builds the software it needs, and goes live in days. It does not leave when the work ships; it stays and keeps the software working as the business changes. Lily runs wherever the work happens, in the cloud, on-premise, or at the edge, through InstaLILY's Small Data Center, built with NVIDIA technology. Founded in 2023 by Amit Shah and Sumantro Das, InstaLILY has raised nearly $100 million from Energize Capital, Insight Partners, and Home Depot Ventures. Headquartered in New York, with offices in San Francisco, London, and Toronto, InstaLILY serves leading companies across construction, industrial distribution, logistics, healthcare, and other operationally intensive industries. Learn more at https://instalily.ai/.
The Traction
Revenue grew 5x over the past year, and Lily has driven over $200M in new annual sales for a single customer. We serve some of the largest operators in our industries, including SRS Distribution (part of The Home Depot family), United Rentals, and Henry Schein, and we work closely with the Google DeepMind and NVIDIA ecosystems.
How We Work
We work in small teams with real ownership: clear problems, direct access to the customers whose work you're changing, and room to ship. Your code runs in live production systems inside billion-dollar operations, so you see your impact directly. People who do well here want that proximity to the work. We're growing fast, and the people who join now shape what this company becomes. Everything runs on three principles: Customers, Culture, and Code.
The Role
This role exists to extend the COO's capacity across InstaLILY's most critical commercial surfaces: customers, PE and portfolio company partnerships, and the deals that drive ARR. You'll work directly with Sumo on customer engagements and operational priorities – translating his strategic direction into executable plans and driving them to completion. Sumo operates at the front line with customers, PE firms, and portco executives. You'll operate alongside him, in his absence, and in front of the stakeholders he can't always be in the room with.
You'll move across customer engagement, deal execution, commercial strategy, and operating cadence for the COO's office. The core stays constant: extending Sumo's capacity, operating with his full trust, and getting things done.
You'll report to the COO.
What You'll Do
- COO leverage: Take ownership of strategic and operational priorities across customers, PE partnerships, and revenue. Drive them to completion across functions.
- Operating cadence ownership: Build and run the cadence that keeps Sumo in front of the right accounts with the right context at the right time. Turn what's currently ad-hoc into repeatable structure.
- Strategic thought partnership: Be a credible thought partner to Sumo on commercial priorities, customer strategy, and internal decisions. Bring patterns across accounts into focus for leadership.
- Commercial execution behind the scenes: Prep for deals, escalations, and customer conversations as if you were leading them. Own the follow-through end-to-end.
What You'll Need
- 7 - 10 years of operator, strategy, or commercial experience: Chief of staff, consulting, PE, VC, or startup founder backgrounds. Bonus if you've worked with or inside PE firms or portfolio companies.
- Executive presence: You hold your own with senior operators (customers, PE, or internal leadership) when the moment calls for it.
- Commercial instinct: You read deals, customers, and rooms. You know when to escalate and when to handle it yourself.
- First principles thinking: You strip problems down and rebuild from the ground up.
- Pattern recognition across accounts: You can hold many threads at once and identify what matters across them.
- Detail-oriented: Sumo runs many accounts in parallel and moves fast. You can stay on top of all the details.
- AI-native: You use AI seriously and want to keep pushing what's possible.
- Comfort with ambiguity: You're handed open-ended, high-stakes problems and trusted to figure out the path forward. You're energized by that, not unsettled.
- Acceleration: You accelerate decisions and execution. You're outcome-oriented for yourself, for Sumo, and for the people and functions your work affects.
- Move fast, close loops: You finish what you start, flag problems early, and don't need to be asked twice.
- Clear communication: Your writing lands and you can hold the room. You translate complexity without losing what matters.
- In-person availability: 5 days/week in our New York office.
What You'll Get
- Real traction: The product works, customers are live, and Lily has driven over $200M in new annual sales for a single customer. This isn't a bet on an unproven thesis.
- Direct COO partnership: You'll work alongside Sumo on the strategic and operational priorities he's driving.
- Stage: Early enough to shape how the company scales.
- Hands-on from day one: You own outcomes.
- Culture: Offices in New York, San Francisco, London, and Toronto. Sharp, low-ego team moving fast.
- Growth: The learning curve is steep.
Compensation and Benefits
- Salary Range: $160,000 - $180,000 per year, commensurate with experience
- Equity: Generous stock options awards and refreshers for top performers
- Benefits: Medical, Dental, Vision, 401K, Well-being stipend, In-office lunch reimbursement, PTO and 10 US Federal Holidays, and more!
Skills Required
- 7–10 years of operator, strategy, or commercial experience
- Experience as a chief of staff, consultant, PE/VC professional, or startup founder
- Executive presence with senior operators and leadership
- Strong commercial judgment and deal awareness
- First-principles problem-solving ability
- Ability to recognize patterns across multiple customer accounts
- Strong attention to detail
- AI-native mindset and serious use of AI
- Comfort with ambiguity and high-stakes open-ended problems
- Ability to accelerate decisions and execution
- Ability to move quickly, close loops, and flag problems early
- Clear written and verbal communication skills
- Availability to work in person five days per week in New York
- Experience working with or inside private equity firms or portfolio companies
What We Do
InstaLILY builds AI teammates for the physical-goods economy: industrial distribution, healthcare, supply chain, manufacturing, and automotive. Our model is simple: one company brain, many teammates. We build company-specific AI-powered brains called InstaBrains. Built on small, specialized language models (SLMs), they codify the customer's knowledge and decisions, like their parts, jobs, and pricing. On top of it, InstaWorkers act as AI teammates inside the tools customers already use, completing the sales, service, and operations work that drives the business.
Why Work With Us
Backed by Insight Partners ($25M Series A) and supported by the Google, NVIDIA, and Microsoft ecosystems, we are one of the fastest-growing AI startups in the country. Our team has already driven over $200M in incremental revenue for customers to date. InstaLILY's architecture has been featured in Google DeepMind's case study showcase.






