Cam Fortin
Father and daughter scrambling between the spires at Hammer Down Purple — Cam's mining claim in the Owyhee.

Cam Fortin

Senior Manager, Core Data @ ZoomInfo | Entity resolution & knowledge graphs | Founding Member, Boise AI Collective | onlydata.club/camfortin

Boise, Idaho
LinkedIn Instagram Rockhounding
About

Delivering the dream I've been chasing for 20 years: near-perfect data that updates itself. I do it by building graphs — not the bar-chart kind, the kind where messy real-world things (companies, people, websites, humans who change jobs) get resolved into one entity that holds its shape. At ZoomInfo I run product for core company, person, and web data: the pipelines that decide what's true about a company and how sure we are. Deterministic rules and agentic pipelines, harmonized into one resolved graph — and every AI prediction ships with explainable provenance or it doesn't ship. Nights, I hack on OnlyData Club: custom datasets with entity resolution, flexible schemas, field-level security, and traceability all the way down, where every enriched field knows which model and which run produced it. On top sits a member graph that stores skills and relationships as claims instead of fields — who said it, how they know, and a human assertion always beats a computed one. The whole thing runs on agent harnesses with graph integrity checks, pre-commit and CI gates, and a Telegram ping the second I need to go check on the AI minions. The Boise AI Collective runs on the same rails, in public. Off the keyboard: mining amethyst and purple agates at my claim in the Owyhee desert, biking conservatively (read: slowly) in the foothills, and trying to be as present as possible while my badass co-founder wife and I watch our daughters grow up way too fast. Ask me about graphs, rocks, or running AI on hardware you own.

Experience
Senior Manager, Core Data
2025 – Present
ZoomInfo
Core Data for 150M+ global company records — entity resolution at scale, harmonizing deterministic and agentic pipelines into one resolved company graph. Provenance-first AI tooling and systemic issue resolution.
Founding Member · AI & Data
2026 – Present
Boise AI Collective
Founding member. Built and maintains the collective's public AI graph — builders, organizations, clubs, affiliations, and cited company-to-company edges at boiseai.org — plus the member graph and enrichment provenance behind it.
Co-Founder & AI Builder
AR 65
2025 – Present
Product Hacker
AI data products built on graphs. Built OnlyData Club — entity resolution, a claim-based member graph, and end-to-end provenance — plus the MCP server that lets agents query it. Local LLM enrichment. Claude Code power user.
VP Product, Audience Solutions
3 years
Dun & Bradstreet
More than doubled revenue. Entity resolution and the audience graph behind it.
VP Product
6 years
NetWise Data
Sole PM. Exit to D&B. Entity resolution, B2B identity graph.
Director of Product & Analytics
8 years
Wine.com
ML models. Personalization +7% revenue.
Associate Consultant
Formative
Bain & Company
Strategy consulting.
Projects
OnlyData Club
The open custom dataset solution — entity resolution, matching, flexible schemas and models, field-level security, and end-to-end traceability. 24K+ enriched businesses, every field carrying the model and run that produced it.
onlydata.club
OnlyData Member Graph
People, skills, and relationships stored as claims, not fields. Every attribute carries who asserted it and how; human claims outrank computed inference; visibility tiered public / member / owner. 89 edges, 255 claims.
Boise AI Collective Graph
The public Treasure Valley AI graph — 52 builders, 87 organizations, 18 clubs, 93 affiliations, 35 cited company-to-company edges. Force-directed network where every computed insight filters down to its evidence rows.
www.boiseai.org/data/graph
Personal Resource Graph
A 408-node, 708-edge registry of every automation, pipeline, datastore, model, and surface I run — with live enforcement that pages me on unregistered jobs, stale data, and dependency cycles.
Data Enrichment Pipeline
Local LLM classification with recorded provenance — 10 models on Ollama, every run logged to a model registry.
OnlyData Club MCP Server
The agent interface to the graph — query entities, relationships, and readiness scores from inside Claude.
onlydata.club/developers
Rally
AI-native CRM with MCP server.
rally.producthacker.ai
HiveForge
Deploy AI agents.
hiveforge.dev
Cowork Hub
Open-source context framework.
github.com/producthackerai/cowork-hub
Tao
AI observability + deal intelligence MCP.
Skills & Expertise
Entity Resolution Identity Graphs Knowledge Graphs Graph Data Modeling Data Provenance & Lineage AI/ML Product Strategy Claude Code MCP Server Development Local LLMs (Ollama) Anthropic API Prompt Engineering Python Supabase Product Management
Member Graph
Shipping
Agents & orchestration Systems DesignerAI tools & prompting Systems DesignerData & pipelines Systems DesignerDomain application Systems DesignerLLM app dev Systems DesignerProduct & UX for AI Systems DesignerTeaching & community App BuilderEthics, safety & governance Workflow BuilderInfra & MLOps Workflow BuilderML & model training Workflow Builder
mentorsthought partnerthought partnerthought partnercollaboratorthought partnerthought partnerthought partnerthought partnermetCam FortinCam FortinHaley EdwardsHaley EdwardsJamie SaltsmanJamie SaltsmanPete MahoneyPete MahoneyReid TokarzReid TokarzGabe BlanchetGabe BlanchetGabe BlanchetGabe BlanchetAllen TraylorAllen TraylorSteve HazeltonSteve HazeltonTony DelmercadoTony DelmercadoPaige GiesePaige Giese
Mentors Haley Edwards 2026
Thought Partner Jamie Saltsman 2026
Thought Partner Pete Mahoney
Thought Partner Reid Tokarz 2024
Collaborator Gabe Blanchet 2026
Thought Partner Gabe Blanchet
Thought Partner Allen Traylor 2025
Thought Partner Steve Hazelton 2025
Thought Partner Tony Delmercado 2025
Met Paige Giese 2026
Founded Product Hacker
Collaborator Pete Mahoney Potential
Collaborator Reid Tokarz Potential
Introduced → Reid Tokarz Dormant
Collaborator Allen Traylor Potential · 2026
Spoke at Bsu Data Class S26 Ended · 2026
Relationship context is visible to signed-in members.
Where this data comes from
AI journey — Human-added (seed, 2026-09-07)
Skill · Agents & orchestration — Human-added (seed, 2026-09-07)
Skill · AI tools & prompting — Human-added (seed, 2026-09-07)
Skill · Data & pipelines — Human-added (seed, 2026-09-07)
Skill · Domain application — Human-added (seed, 2026-09-07)
Skill · Ethics, safety & governance — Human-added (seed, 2026-09-07)
Skill · Infra & MLOps — Human-added (seed, 2026-09-07)
Skill · LLM app dev — Human-added (seed, 2026-09-07)
Skill · ML & model training — Human-added (seed, 2026-09-07)
Skill · Product & UX for AI — Human-added (seed, 2026-09-07)
Skill · Teaching & community — Human-added (seed, 2026-09-07)
Predicted values are model gap-fill from this member's own profile text — anything the member sets themselves overrides them, and members can remove any predicted value via the OnlyData MCP.
Members keep this current by talking to any AI connected to the OnlyData MCP — “add Jane as a collaborator”, “set my agents skill to App Builder”.
Education
Dartmouth College
Ask Me About
Modeling people and companies as a graph — claims, provenance, and why a human assertion has to outrank a computed one
Rockhounding in the Owyhees — opalized wood, 100-degree hikes
Running AI on your own hardware — Mac Studio, Ollama, Claude Code, zero cloud
Hobbies
Rockhounding @owyhee_rockhound
Stakes and works the Hammer Down Purple mining claim in Succor Creek, Owyhee County, ID — 15-million-year-old rhyolite spires laced with amethyst, purple chalcedony, and banded agate. 67 visits since staking in Nov 2023. Daughters come too.
Formula 1
Follows with genuine technical depth — aerodynamics, race strategy, engineering tradeoffs, not just the drama.
Guitar
Playing obsessively since third grade. Plays fragments — just the interesting parts — never full songs. Music and movement are the places his mind goes quiet.
Alpine skiing
At Bogus Basin with his daughters Lark and Willa, both racers.
Reading
Currently reading
Throne of Glass — Sarah J. Maas
Fantasy series — recent rotation.
Recently finished
The Wheel of Time — Robert Jordan
Epic fantasy.
Music

Genre omnivore — leans heaviest on 90s/00s skate punk (Fat Wreck/Epitaph era), hard EDM + bass music, country (classic outlaw + modern), nu-metal/hard rock, hyperpop, and ambient/classical. Listens across moods rather than within a lane.

Current rotation (4 wks)
NOFXLinkin ParkLuke CombsParra for CuvaPennywiseFace to Face
Last 6 months
SaturnaLuke CombsINJI100 gecsNOFXFranky KlassenSLPSLIDETwenty One PilotsLinkin ParkMillencolinBrian EnoParra for CuvaPennywise
All-time
Taylor SwiftLinkin Park100 gecsSystem Of A DownSaturnaRezzRun The JewelsDisco LinesINJIFive Finger Death PunchCharley CrockettLuke CombsDwight YoakamNathaniel Rateliff & The Night SweatsBrian EnoKacey MusgravesLogicNirvanaNOFX
Genres
skate punkmelodic hardcorebass musicdubstephard EDMhard trancecountryoutlaw countrynu-metalhard rockhyperpophip-hopambientclassical
Spotify →
Owner
Updated Sep 8, 2026
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Person AI Readiness AI-FORWARD
This person is deeply engaged with AI across multiple dimensions.
85
/ 100
AI Fluency 18/20
Tool Adoption 20/20
Builder Activity 17/20
Professional Signal 18/20
Platform Engagement 12/20
Scored Apr 18, 2026 · person_ar_v1
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Profile History
Profile updated
Sep 8, 2026 — by owner
Profile created
Apr 6, 2026 — by owner
Verification & Provenance
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Artifacts
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Andrew Montgomery @ Roosevelt — Apr 24 meeting agenda
Consolidated agenda from our recent iMessages — recruiting demo path (MCP blocked at his work), his Apr 21 'money shot' vision, Collab Fund pilot framing, feature requests to park.
markdownApr 24, 2026
The Walls Came Down — How I Got to the Front of This Classroom
Cam's personal story arc leading up to guest-lecturing HLTH 212 at Boise State. Before AI: a Stack Overflow ceiling, a D3 wine visualization that took a week and won the best email of the year. After AI: the same viz in two minutes, and a BSU talk built with one prompt while driving to go rock-hounding in the desert. Plus a chart of what ten minutes of help has bought you, year by year, from 2022 to 2026.
htmlApr 21, 2026
Is Women's Health Finally Getting Its Moment?
A data-student's case for going deep in underserved health. Companion piece to the BSU / HLTH 212 talk — charts on femtech funding, the NIH research gap, the market trajectory, and the collapsing cost of building in health. Plus the startups actually doing it.
htmlApr 21, 2026
The Underserved Women's Health Ecosystem — Companies to Watch
A condition-by-condition map of the startups actually tackling the quiet epidemic: endometriosis, menopause, women's cardio, maternal mortality, autoimmune, pelvic floor, PCOS, and the gaps no one is filling yet.
htmlApr 19, 2026
The Quiet Epidemic: 10 Women's Health Issues Medicine Keeps Missing
Why pregnancy cracks teeth, why endometriosis takes 7 years to diagnose, and the research gap hurting half the population.
htmlApr 19, 2026
Clearwater Analytics — Ecosystem & the Headless Delivery Thesis
Company ecosystem page for Clearwater Analytics (Boise): the Clearwater cluster genealogy (Advisors, Analytics, AI), vector-similarity peer map, and the headless-delivery → agent-ready gap analysis. Same pattern as the Sturdy ecosystem report.
htmlApr 18, 2026

First-party context. Not scraped. Not inferred.

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