AI transformation · Executive partnership · Product delivery

From AI opportunity to operating reality.

Through Ai Architechs, I work with executives to identify where AI can create real enterprise value, shape a path the organization will act on, and guide delivery. Cosmo and the products I've built end to end show that I can take the work from strategy to a system people actually use.

Explore the AI work See the experience behind it

Executive AI transformation

Current work

Opportunity → delivery → adoption

Find the valueMobilize the teamShip + measure

Context + capability data

Work briefs428

Workflow releases3

Representative signals · synthetic data

SteadyIndependent product

Cultural Heat Check

BoardroomComing soon

Executive advisory · capability data · shipped products

Current AI transformation work

AI transformation, from diagnosis through delivery.

Through Ai Architechs, Sam identifies the AI opportunities worth pursuing and helps leadership turn them into working systems. Cosmo interviews the work, builds a complete brief inside the AI tools employees use, and preserves the captured context so patterns across AI work can inform organizational intelligence.

Ai Architechs × Cosmo

A transformation practice with its own context and adoption layer.

Ai Architechs helps leaders decide where AI can change the business. Cosmo makes that strategy observable in the work itself: it interviews employees, turns incomplete requests into tool-ready briefs, and works through MCP in compatible AI clients. The context and prompting patterns it preserves become evidence for adoption, reusable workflows, and the next tools or agents worth building.

01
Find the work
Identify where AI can improve revenue, speed, cost, or quality.
02
Capture context
Interview the employee for the goal, sources, constraints, and definition of done.
03
Brief the right tool
Build a structured assignment for the AI environment where the work will happen.
04
Learn from the pattern
Turn saved context and prompts into libraries and signals for what to build next.

Explore Ai Architechs Explore Cosmo Visit the consultancy

COSMOExecutive 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

Department Trends

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

Prompt score: 98 out of 100
Planning
Synthesize customer feedback into product priorities
Prompt score: 96 out of 100
Writing
Draft a launch brief from source material
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

What the work requires

Executive judgment, delivery leadership, and a clear view of adoption.

Find where AI changes the business

Learn the business quickly, earn executive trust, and identify the few opportunities with meaningful enterprise value.

Executive advisory

Mobilize teams around outcomes

Translate the opportunity into a delivery plan and work with product, engineering, and operations until value reaches users.

Product + engineering

Build capability that lasts

Measure adoption, strengthen internal capability, and use what the organization learns to identify the next opportunity.

Cosmo adoption data

Applied AI products

Working products, not recommendations.

Steady and Boardroom were conceived, designed, and built by Sam end to end. Cultural Heat Check shows the same product judgment applied inside a client partnership with Multiplier.

03Client collaboration with MultiplierLive

Client product + cultural intelligence

Cultural Heat Check

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

A client product built with Multiplier that turns recent, credible sources into a transparent, source-linked view of a brand's cultural relevance.

Sam's scopeAI advisor · Product partner · Builder

Explore Heat Check Explore Heat Check

04Independent end-to-end productLive on web · iOS in development

Independent product

Steady

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

A voice-first parenting companion conceived, researched, designed, engineered, and launched independently by Sam for high-stress ADHD moments.

Sam's scopeIndependent creator · Product lead · Builder

Explore Steady Open Steady

05Independent end-to-end product conceptComing soon

Independent product prototype

Boardroom

Sourced, audio-first conversations with history.

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

Sam's scopeIndependent creator · Research architect · Builder

Explore Boardroom No public destination yet

Experience behind the AI work

Founder ownership, commercial judgment, and years of building from zero.

Before building an AI transformation practice, Sam built and sold PAKT, helped emerging platforms create new revenue products at nativ.ly, and helped launch advertising partnerships for Sherwood Media 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 the business from concept through sale—product, fundraising, regulatory infrastructure, team, partnerships, and go-to-market. PAKT developed a custom insurance product for the Texas market and an end-to-end platform that let publishers and community brands become licensed distribution partners and earn recurring commission. It proved a new model in one of personal auto insurance's hardest underwriting cycles.

15× click-to-apply versus the industry benchmark
Custom Texas insurance product + end-to-end onboarding
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 its highest-earning region and led platform-and-brand partnerships during the company's formative growth. The team helped emerging platforms design, price, and sell first-generation native ad products; Sam personally drove more than 60% of company revenue at peak.

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.

Sam helped translate Sherwood's editorial proposition and Robinhood's audience scale into an executive partnership story, commercial products, and an advertiser launch process across leadership, editorial, product, and revenue.

Early brand-partnership pipeline
Executive narrative + go-to-market plan
Built across editorial, product + revenue

Selected companies, platforms, and partners across Sam's career

Career chapters

Ai Architechs
Cosmo
PAKT
Sherwood Media / Robinhood
Intuit
nativ.ly
Federated Media
Goodby Silverstein & Partners

Platforms + partners

GIPHY
Medium
Nextdoor
The Ringer
The Players' Tribune
Barstool Sports
Waze
State Farm
Gatorade
Multiplier

Executive AI transformation · Product delivery

Where could AI create real enterprise value?

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