Melissa Chenok · Principal Product Manager · Workforce AI

Prototypes are easy. I build AI that earns trust, proves value, and gets used.

How I lead product in an AI-native world

01

Builder

I set direction, prototype what matters, and align engineering, GTM, enablement, and CX around adoption from day one. I also build internal AI workflows that cut manual work.

02

Customer-obsessed

I pair customer conversations with usage data to see where value shows up, where friction hits, and what deserves investment next, turning ambiguous problems into shipped product bets.

03

Systems thinking

Agents, permissions, identity, and shared data are product decisions first, infrastructure second. Thinking across the full system keeps teams moving independently and the experience coherent.

Selected Work

Inside Span: the agent-trace and spend-analysis surface of the live product.

Span

Founding / Principal AI PM

0x
MAU key actions (12 mo)

41x more engineers now trust an agent enough to act on what it hands back.

Joined as founding PM to build the entire product: copilot experiences, generated artifacts, and the engineering observability layer that lets people hand real work to an agent and trust the result.

Owned the surfaces where AI stops being a chat window and starts being infrastructure: how it acts, what it shows its work as, and how engineers verify it.

Founding PMAgents0→1
5x
ARR growth
13x
WAU growth

"Melissa is a fantastic manager and an incredibly effective and compassionate leader. They have an incredible talent for identifying the most pressing challenges to the business and customers, and generating creative solutions that address root causes."

Jonathan DayJonathan Day · Product Designer
Lattice's Performance, Goals, Engagement, Grow, and Compensation surfaces.

Lattice

Group PM → Director of Product → Principal PM

$0M+
ARR scaled

Built and scaled the platform underneath every product surface, from PLG and core experience to the AI layer.

Started by building out the product team covering PLG motion, core experience, internationalization, AuthN/Z, design systems, and the SRE, DevEx, and infra teams.

Grew into the director and GPM role over platform, leading 7 PMs and 70 people across EPD in that domain.

As principal PM, led the consolidation of the core suite and HRIS, and built out the AI layer.

Platform PMPLGi18n & AuthN/Z
400%+
revenue growth
7
PMs led
70
people in EPD

"Melissa is *the* example of what it takes to be great Product leader, over and above a good one. More than anyone else, Melissa gets stuff done."

Alim JiwaAlim Jiwa · Lead Product Manager
Quincy, Quorum's AI policy analysis assistant.

Quorum

Group PM → Director → Head of Product/Eng/Design

0%+
revenue growth

Grew the market itself, from a $300M niche to $2B of customers who could be served.

Built a 70-person EPD org from scratch, including hiring, structure, and process, while the product and market were still being figured out in real time.

Grew revenue 2,500%+ and expanded the addressable market from $300M to $2B by pushing the product into adjacent use cases the original scope didn't cover.

Head of Product/Eng/Design0→1 OrgGTM Expansion
$2B
TAM expanded to
$300M
starting TAM
70
person EPD org built

"Melissa is a strong and forward-thinking leader in the product space. They built the product function from the ground up and oversaw numerous product and feature enhancement launches."

Lee Buoy IILee Buoy II · Customer Success Leader
AlsoWatershed · Principal PM across all 4 AI teams on the sustainability platform. ·IBM · GRIT: 400,000+ end users, $50M ARR, +5 other products. ·Investor / Advisor · The Trevor Project, Artemis, Wiggle Room, and Symba (acq. Yello).

Personal Projects

Pottery Tracking App

A small tool for logging pieces through the studio process

Coming soon

HomeVault

A home inventory app for tracking what you own and where it lives

Coming soon

Photo Cleanup

A plugin app for cleaning up and organizing photo libraries

Coming soon