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Primary Venture Partners

Primary Venture Partners

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Primary Venture Partners is a seed-specialist firm that primarily leads pre-seed and seed rounds in technology companies, with selective follow-on support through Series A and Series B. The firm is thesis-driven around AI, infrastructure, and vertical software transformation, and is known for backing conviction-led founders early, including in technically ambitious and capital-intensive categories.

Evaluation weights

How much weight this firm places on each dimension. Totals 100%.

Team-led · 42%
Metrics
8%

Revenue, growth, and unit economics

Market
26%

Size, timing, and competitive landscape

Team
42%

Founder experience and execution ability

Product
24%

Differentiation and technical quality

  • Strong bias toward backing founders before traditional proof points exist
  • Prefers non-consensus opportunities aligned with internal theses
  • Comfortable with technical risk if team quality and moat potential are exceptional
  • More likely to lead than participate passively

Pitch difficulty

How hard it is to get a meeting and close funding from this firm.

Funded / yr
23

Deals closed in a typical year.

Led / yr
7

Rounds led in the last 12 months.

Pitches / yr
~9256

Decks reviewed in a typical year.

Acceptance rate
0.3%

Share of pitches that get funded.

Estimated — public data is not fully disclosed.

Why it's hard
  • Leads rounds and underwrites high ownership, high-conviction positions
  • Team quality and founder-market fit matter more than standard early traction
  • Has specific sector theses rather than being fully generalist
  • Looks for category-defining or moat-forming potential even at pre-seed

Primary is accessible to true early-stage companies and will invest before product-market fit, but it is still highly selective because it prefers to lead rounds, concentrates on exceptional founders, and has strong thesis filters around AI, infrastructure, and durable moats.

Green flags

What drives a yes for this firm.

  • Exceptional founders building from conviction rather than consensus
  • Strong founder-market fit and evidence of steep learning velocity
  • A credible path to durable moats through proprietary data, network effects, or domain depth
  • Clear customer pain and product vision, even before meaningful revenue
  • AI-native execution and the ability to generate concrete outcomes quickly

Red flags

What kills deals and gets a fast no.

  • Trend-chasing pitches built around consensus AI narratives with no differentiated insight
  • Weak founder-market fit or shallow understanding of the customer problem
  • No believable moat path beyond shipping features quickly
  • Lack of customer urgency, proof of demand, or evidence of execution velocity
  • Products that are technically interesting but disconnected from a concrete market need

How to win

Patterns that lead to successful pitches.

  • Lead with founder insight, conviction, and why this team is uniquely suited to win
  • Show a sharp, AI-native product thesis tied to painful customer workflows
  • Articulate a credible path to compounding moats such as data, network effects, or technical barriers
  • Demonstrate speed: customer conversations, pilots, product iterations, and learning loops
  • Position the company within one of Primary's active themes like vertical AI, compute, cybersecurity, or industrial transformation

Fund strategy & identity

Who they are and how they operate.

  • Lead pre-seed and seed rounds rather than follow
  • Invest across eight focus areas spanning software, AI, infra, and industrial tech
  • Back pre-product and pre-revenue companies when founder-market fit is strong
  • Use a broad geographic mandate rather than staying NYC-centric
  • Support winners with follow-on capital through Series A and Series B
Firm identity
Seed-specialist, lead-oriented venture firmFounder-centric and conviction-drivenAI-native and category-creation focusedWilling to underwrite technical and deep-tech riskInstitutional platform investor with hands-on operating support

Investment focus

Industries, themes, and typical ARR expectations.

Industries
FintechHealthcareAI/MLVertical SaaSCloud InfrastructureCybersecurityConsumer InternetEnterprise SoftwareIndustrial Tech
Investment themes
Vertical AI transforming industry workflowsInfrastructure/compute including semiconductors and enabling systemsCybersecurity for the AI and data eraHealthcare AI and operational softwareGTM tech with direct revenue or efficiency impactFinancial services and back-office modernizationIndustrial Evolution opportunities such as sensing, robotics, and frontier infrastructure
Typical check by stage
Pre Seed$1M-$3M
Seed$5M-$10M
Series A$2M-$5M
Series B$1M-$5M
Series C$1M-$5M
Growth$1M-$3M
Typical ARR by stage
Pre Seed$0-$100k
Seed$100k-$1M
Series A$1M-$3M+
Series B$3M-$10M+

Investment thesis

Core beliefs and strategy behind their investing approach.

Primary Venture Partners is a seed‑specialist that leads pre‑seed and seed rounds across a broad set of technology sectors. Its eight focus areas are Financial Services, Healthcare, Vertical AI, Infrastructure/Compute, Cybersecurity, Consumer, GTM Tech and the "Industrial Evolution," reflecting a conviction that AI is reshaping workflows, infrastructure and end‑user experiences. The firm emphasizes capital‑intensive deep‑tech opportunities such as semiconductors and ocean‑mapping infrastructure when they fit the compute or industrial theses. Geographically, Primary has moved from an NYC‑centric model to an "Investing Everywhere" approach, backing founders from San Francisco to Tel Aviv and across the United States. Core to its belief system is a founder‑centric philosophy: it backs founders who are building from conviction rather than consensus, prioritizes team quality, customer obsession and AI‑native execution, and looks for paths to compounding moats through proprietary data, network effects and deep industry knowledge. While the firm does not publish explicit sector exclusions, its willingness to fund traditionally avoided seed categories (e.g., semiconductors) signals a bias toward thesis‑aligned opportunities over strict sector filters.

Decision patterns

How they evaluate and make investment decisions.

Primary’s investment decisions hinge on team quality and founder conviction over market timing. The firm looks for builders who are customer‑obsessed, product‑driven and AI‑native, emphasizing "slope over intercept"—learning velocity and execution capability over early metrics. It seeks paths to compounding moats through proprietary data, network effects and deep industry knowledge. In practice, Primary leads pre‑seed/seed rounds, activates its Impact team to deliver talent, GTM and fundraising support, and prepares companies for later financing. Representative "Why we invested" posts show repeated leadership in seed rounds across GTM tech, healthcare AI, DevOps AI and quantum software, often before any significant revenue. Deal‑breakers are not enumerated, but the firm implicitly rejects consensus‑driven pitches without clear customer value or moat potential, favoring founders with clear problem‑solving focus and the ability to generate outcomes quickly.

Risk appetite

Primary exhibits a high‑conviction, lead‑oriented risk appetite at the earliest stages. It explicitly leads pre‑seed and seed rounds with $1‑10M checks (average $5‑10M for Fund V) and is comfortable investing in pre‑product, pre‑revenue companies when founder‑market fit and defensible moats are evident. The firm’s willingness to back capital‑intensive deep‑tech (e.g., compute/semiconductor theses) indicates an aggressive stance toward technical risk, mitigated by a large operating platform that provides hands‑on support. While ownership targets are not disclosed, Primary consistently prefers to be the lead investor rather than a follower.

Notable investments

Key portfolio companies and why they fit the thesis.

  • 1mindLead
    AI‑native GTM platform; Primary led the $10M seed round, matching its focus on AI‑driven enterprise software.
  • Valerie HealthLead
    Healthcare operations AI; Primary co‑led the seed round, aligning with its healthcare and AI workflow thesis.
  • Bedrock OceanLead
    Industrial/infra tech category creation; Primary co‑led the seed round, fitting its industrial evolution focus.
  • HaiquLead
    Quantum software layer; Primary led the $11M seed round, consistent with infrastructure and frontier‑tech investment themes.
  • BobyardLead
    Vertical AI for construction estimating; Primary led the seed round, matching its vertical AI and built‑world focus.
  • LyricLead
    AI‑first supply‑chain intelligence; Primary led the seed round, aligning with vertical AI and GTM expertise.
  • TeleskopeLead
    Data‑security platform for the AI era; Primary led the seed round before a later Series A, fitting its cybersecurity/infrastructure thesis.
  • TabsLead
    AI‑native revenue/AR platform incubated at Primary Labs; Primary led the pre‑seed round, reflecting its GTM‑tech and finance‑ops focus.
  • Vestwell
    Fintech infrastructure for retirement; Primary participated in the seed round (led by FinTech Collective) and continued support, aligning with fintech and enterprise AI themes.
  • K Health
    AI‑enabled healthcare platform; Primary invested in later rounds (e.g., Series F) but did not lead, illustrating its ongoing commitment to health‑tech.

Co-invested with

Other firms in this catalog who've backed the same companies.

Partners

Full firm roster — key partners, partners, and the wider team.

Key partners
Brad Svrluga

Brad Svrluga

Managing Partner, Co-CIO

Primary Venture Partners

Managing Partner and Co-CIO at Primary, focused on enterprise software, supply chain, industrial tech, and AI-enabled operational systems.

AI-native companiesCompany buildingSeed investing across B2B
Ben Sun

Ben Sun

Partner, Co-CIO

Primary Venture Partners

Partner and Co-CIO at Primary, founder-turned-investor focused on consumer markets and AI-native products.

AI-native productsConsumerMarketplaces
Cassie Young

Cassie Young

Partner, GTM Tech

Primary Venture Partners

Partner at Primary focused on GTM Tech, with 15 years of go-to-market operating experience and leadership of Primary's operating team.

B2B P&L transformationGo-to-market technologyOperating team leadership
Emily Man

Emily Man

Partner, Fintech & Enterprise AI

Primary Venture Partners

Partner at Primary focused on fintech and enterprise AI, with prior investing experience at Redpoint and Point72 Ventures.

Enterprise AIFintech
Brian Schechter

Brian Schechter

Partner, Infrastructure

Primary Venture Partners

Brian Schechter is Partner, Infrastructure at Primary Venture Partners. He is a two-time founder and former teacher who invests in ambitious infrastructure companies, especially around compute and AI systems.

Infrastructure
Jason Shuman

Jason Shuman

Partner, Vertical AI

Primary Venture Partners

Jason Shuman is Partner, Vertical AI at Primary Venture Partners. He backs founders building vertical AI and hardware-enabled networks that can turn industry-specific signals into autonomous systems.

Vertical AI
Sam Toole

Sam Toole

Partner, Healthcare

Primary Venture Partners

Sam Toole is Partner, Healthcare at Primary Venture Partners. He backs founders working to rebuild healthcare delivery, with a thesis that AI can materially improve access, cost, and patient outcomes.

Healthcare
Tobias Citron

Tobias Citron

Partner, Cybersecurity

Primary Venture Partners

Tobias Citron is Partner, Cybersecurity at Primary Venture Partners. His thesis focuses on cybersecurity in an AI world and backing founders solving large digital-risk problems.

Cybersecurity
Team
Zach Fredericks

Zach Fredericks

Principal, Industrials

Primary Venture Partners

Primary Industrials principal investing in supply chain, manufacturing, energy, and industrial AI.

EnergyIndustrial AIIndustrialsLogisticsManufacturingSupply chain
Gabriella Monico

Gabriella Monico

Senior Associate

Primary Venture Partners

Senior associate and investor at Primary Venture Partners.

Product leadershipSenior associate investingVenture capitalVertical AI
Nick Daley

Nick Daley

Senior Associate, Fintech & Enterprise AI

Primary Venture Partners

Fintech and Enterprise AI investor at Primary; formerly at Fin Capital, Tilt, Flutter, and Seraphim.

B2B SaaSEnterprise AIFintechGo-to-market softwareInsurtech
Daria Arzy

Daria Arzy

Market Development Associate

Primary Venture Partners

Market development associate on Primary's go-to-market team.

Go-to-marketMarket developmentPortfolio support
Gaby Lorenzi

Gaby Lorenzi

Associate, Infrastructure

Primary Venture Partners

Primary infrastructure investor focused on AI, compute, data, developer tools, and hardware.

AIComputeDataDeveloper toolsHardwareInfrastructure
Alex Giles

Alex Giles

Market Development Associate

Primary Venture Partners

Market development associate on Primary's go-to-market team.

Go-to-marketMarket developmentPortfolio support
Hannah McQuaid

Hannah McQuaid

Senior Associate, Healthcare

Primary Venture Partners

Healthcare investor at Primary with prior roles at Ansa, Pruven, and Guardian Life.

Digital healthEarly growthEnterprise softwareHealthcareVenture capital
Adam Piasecki

Adam Piasecki

Senior Associate, Vertical AI

Primary Venture Partners

Vertical AI investor focused on robotics, physical AI and defense-adjacent software.

Defense technologyPhysical AIRoboticsVertical AIVertical software
Wyatt Bramhall

Wyatt Bramhall

Associate, Industrials

Primary Venture Partners

Primary Industrials associate with product experience in logistics and supply chain.

AIIndustrialsLogisticsProductSupply chain

Public voice

Notable statements and public positions.

  • Primary leads pre‑seed and seed rounds with $1‑10M checks. We back founders who are building from conviction, not consensus.
  • Team over market timing — at seed, we’re betting on you and your ability to navigate twists and turns as the future unfolds.
  • Today, Primary leads pre‑seed and seed rounds across tech sectors, backing exceptional founders from San Francisco to Tel Aviv. We practice the craft of seed investing at institutional scale.

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