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AI transformation · Executive partnership · Product delivery

From AI opportunity to operating reality.

Through Ai Architechs, I help executives choose the AI opportunities worth funding, then work with product and engineering to deliver them. I built Cosmo and Steady myself, created the Boardroom prototype, and helped Multiplier launch Cultural Heat Check.

Explore the AI workSee the experience behind it
Ai ArchitechsExecutive AI transformation

Current work

Choose → build → learn
Choose the opportunityBuild the productMeasure real use
CosmoEmployee context + AI usage data
Work briefs428
Workflow releases3
Representative signals · synthetic data
SteadyIndependent product
MultiplierCultural Heat Check
BoardroomComing soon
AI consulting · employee context · working products

Current AI transformation work

Find the right AI opportunities and get them into use.

Ai Architechs helps leaders decide where AI can create value and guides the teams responsible for shipping it. Cosmo captures the employee context behind each AI task, making adoption visible and showing which workflows are worth building next.

Ai ArchitechsCosmo

Ai Architechs × Cosmo

Consulting backed by a product that shows how AI is actually being used.

Ai Architechs helps leaders choose what to build. Cosmo interviews employees before the AI starts work, creates tool-ready briefs inside compatible clients, and saves the context behind each task. That record shows how people are using AI and which repeated tasks should become shared workflows, tools, or agents.

  1. 01
    Choose the opportunity

    Identify where AI can improve revenue, speed, cost, or quality.

  2. 02
    Capture the context

    Interview the employee for the goal, sources, constraints, and definition of done.

  3. 03
    Brief the AI

    Build a structured assignment for the AI environment where the work will happen.

  4. 04
    See what repeats

    Use saved briefs and context to identify the next shared workflow, tool, or agent.

Explore Ai Architechs Explore Cosmo Visit the consultancy (opens in a new tab)
Executive DashboardIllustrative organization

Quarter viewSynthetic data

AI Building Momentum

Prompt quality, captured context, reusable assets, and emerging workflow patterns.

Representative quarter
Prompt score
91/100+7 pts
Prompt library total
428Reusable work briefs
Active prompters
24Participating this period
Workflows released
3In this illustrative period

Quality and library contribution

Score
  • ProductContext-rich briefs
    92 out of 100, up 6 points
  • OperationsContext-rich briefs
    87 out of 100, up 9 points
  • StrategyContext-rich briefs
    84 out of 100, up 4 points

Prompt Library Highlights

Reusable work briefs

Top
  1. Prompt score: 98 out of 100
    Planning

    Synthesize customer feedback into product priorities

  2. Prompt score: 96 out of 100
    Writing

    Draft a launch brief from source material

  3. Prompt score: 94 out of 100
    Strategy

    Turn meeting decisions into an execution plan

Model Preferences

Tools selected in the prompt builder

  • Claude30%
  • ChatGPT26%
  • OpenAI Codex18%
  • Gemini14%
  • Other12%
Illustrative organization · prompt titles, activity, and metrics are synthetic; product names identify representative tools

How I lead the work

How I get AI products into use.

01

Find the AI bets worth making

Learn how the business makes money and where work gets stuck, then help leaders choose what is worth funding.

Executive advisory
02

Get the product into users' hands

Turn the opportunity into clear product direction and stay with product, engineering, and operations until it ships.

Product + engineering
03

Use adoption data to choose what comes next

See how people use the product, where they struggle, and which repeated tasks should become workflows, tools, or agents.

Cosmo adoption data

Applied AI products

I build the products myself.

Sam conceived, researched, designed, and built Steady and Boardroom independently. With Multiplier, he helped turn Cultural Heat Check from an idea into a live client product.

03Client collaboration with MultiplierLive

Client product + cultural intelligence

Cultural Heat Check

A source-linked view of how brands show up in culture.

Built with Multiplier, Cultural Heat Check uses recent, credible sources to show how a brand is appearing in culture. The evidence and confidence level stay visible.

Sam's scopeAI advisor · Product partner · Builder

Explore Heat Check Explore Heat Check (opens in a new tab)
Multiplier
04Built independently by SamLive on web · iOS in development

Independent product

Steady

A voice-first companion for high-stress ADHD parenting moments.

Sam independently researched, designed, built, and launched Steady, a voice-first companion for high-stress ADHD parenting moments.

Sam's scopeIndependent creator · Product lead · Builder

Explore Steady Open Steady (opens in a new tab)
Steady leaf-and-child mark
05Independent prototype built by SamComing soon

Independent product prototype

Boardroom

Sourced, audio-first conversations with history.

Sam independently researched and built this sourced, audio-first history prototype.

Sam's scopeIndependent creator · Research architect · Builder

Explore Boardroom No public destination yet
Boardroom B mark

Experience behind the AI work

Built a company. Built a market. Helped launch a media business.

Before Ai Architechs, Sam co-founded and sold PAKT, built nativ.ly's highest-earning region, and helped launch Sherwood Media's advertiser partnerships inside Robinhood.

2020–2025Co-founder & CEO
$2.5Mventure funding raised

Raised $2.5M. Built the product. Sold the company.

Sam co-founded PAKT during COVID and led product, fundraising, regulatory work, hiring, partnerships, and go-to-market through the company's sale. PAKT created a custom Texas insurance product and built the onboarding and distribution platform that let publishers and community brands become licensed partners and earn recurring commission. It proved the model during one of the hardest personal auto insurance markets in decades.

  • 15× click-to-apply versus the industry benchmark
  • Custom Texas insurance product and original onboarding flow
  • Embedded distribution for publishers + community brands
  • Company founded and sold

nativ.ly

2014–2020Senior Partner
60%+of company revenue personally driven at peak

Built and sold early advertising products for emerging platforms.

As nativ.ly's third partner, Sam built the Midwest into the company's highest-earning region and led its platform and brand partnerships. The team helped emerging platforms design, price, and sell their first native ad products. At peak, Sam personally drove more than 60% of company revenue.

  • Early ad products for GIPHY, Medium, The Ringer, and others
  • Sam sold the first GIPHY + Ringer partnerships to State Farm
  • GIForade earned Cannes Bronze + Clio Gold

Sherwood Media / Robinhood

2023–2024Director, Client Partnerships
Launchearly advertiser partnerships

Helped launch advertising partnerships for Sherwood Media.

At Sherwood Media, Sam helped turn Robinhood's audience and Sherwood's editorial proposition into advertiser products and an early partnership pipeline. He worked across leadership, editorial, product, and revenue to launch the offering.

  • Early brand-partnership pipeline
  • Executive narrative + go-to-market plan
  • Launch work across editorial, product, and revenue

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