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Ken Jackson

Product Manager · Austin, TX

I build the AI products
I manage.

Senior, lead, and principal product manager with 20+ years shipping AI, fintech, and SaaS from zero to one. I own the problem end to end... discovery, PRDs, roadmap, backlog, release, and the instrumentation that tells us if it worked. And I build in production, not just spec.

Open to Senior / Lead / Principal PM roles with an AI-native focus.

20+ yrs

Shipping AI, fintech, and SaaS products from zero to one.

$4B+ GMV

Annual platform value across products I've owned the roadmap for.

100K+ users

Subscribers and operators served on platforms I've led.

8+ MVPs

Production launches since 2021, most on 8 to 12 week cycles.

Selected work

AI products I've shipped

The through-line: I do the product work and I build the thing. When I write a PRD for an LLM feature, define an eval, or push back on a roadmap, it comes from having shipped it.

Personal build · AI Life OS

Cipher

Solo-built production AI app on Next.js, TypeScript, Supabase, and Vercel. 273 API routes, autonomous agent loops, and a layered memory protocol. Three parallel AI lanes that review each other and ship code. 500+ build sessions. Where I run discovery, PRDs, and releases on my own code.

GenAI · AdTech

Lazaza.ai

Shipped an agentic ad-generation platform for Meta and Google. Defined the prompt architecture and integrated DALL-E, Stability AI, and ChatGPT into one creative pipeline. Cut media-buyer iteration loops from days to minutes, roughly an 80% reduction.

GovTech · Data-center ops

Federal Infrastructure

Led product across two parallel workstreams for a major cloud provider. Co-authored the SOW, C-suite roadmap, and a ~$478K program plan. A code-verified workflow analysis found 120 hours a week of recoverable manual work across three roles.

Fintech · Marketplace

Yachtly

Owned product definition for a 5-stage automated escrow and funds-flow MVP on Stripe Treasury and Banking. Replaced a manual legacy process, coordinating legal, compliance, and offshore engineering.

Experience

Twenty years of building

2021 – Present

Lvl Up Agency · Independent product consulting

Principal Product Manager (IC)

Sole PM on 10+ zero-to-one engagements across AI, fintech, and SaaS. Owned discovery, sprint planning, backlog, release, and instrumentation. Shipped 8+ production MVPs, most in 8 to 12 week cycles.

2019 – 2021

Camp Gladiator · Consumer fitness, 100K+ subscribers

VP of Engineering & Acting Head of Product

Shipped a virtual product in under 60 days, expanding from 12 to 50 states and 15 countries. Owned release across iOS, Android, web, and backend through a ~400% surge at 99.9%+ uptime. Cut release-cycle time ~70%.

2017 – 2019

Inventive Group · Consultancy + incubator + academy

Co-Founder & Chief Product Officer

Ran discovery, roadmap, and delivery on multiple early-stage SaaS products; took 5 to market in year one. Founded a 6-month full-stack bootcamp and taught 3 cohorts, 50+ engineers graduated.

2012 – 2017

Volusion · Multi-tenant SaaS ecommerce

VP of Product

Led an API-first, cloud-native modernization with a 35+ person product and engineering org serving 50,000+ merchants on $4B+ GMV/year. Held 99.9%+ uptime through holiday peaks.

2007 – 2008

Invodo · Video marketing SaaS

VP of Technology · First strategic hire

Built the office, infrastructure, and 7-person founding team. Lead PM on contracts with AARP, Got Milk?, Men's Health, and Gold's Gym.

2000 – 2012

Headspring · Catapult · Field Asset Services · others

Senior Engineer & Founder

Senior engineering and technical consulting across Austin's startup and enterprise ecosystem. Sole engineer behind a $30M+ nationwide REO platform.

How I work

Product judgment, built on code

I came up as an engineer, which keeps me honest with my teams. But my real contribution is judgment... knowing where to focus, when to slow down, and how to get product, engineering, and the business pointed the same direction.

I use AI to move faster on the PM work itself: drafting PRDs, architecture reviews, state machines, and status at a pace a solo PM normally can't. This is just how I work now.

PM craft

Product discoveryPRDsUser storiesRoadmappingBacklog ownershipAcceptance criteriaSprint planningRelease sequencingInstrumentationA/B testingUX collaborationStakeholder comms

AI & technical stack

Prompt architectureAgentic systemsLLM integrationRAG · embeddingsEvals · guardrailsOpenAI / GPTClaudeNext.jsSupabaseReact · Node · PythonStripe TreasuryMixpanel · SQL

Get in touch

Let's talk

Hiring for a senior, lead, or principal PM role with an AI-native focus? Send a note and I'll reply within a business day.

Reply within one business day.