AIN Ventures
AIN Ventures is a New York-based, seed-stage venture capital firm investing in dual-use deep tech companies across Space, Life Sciences, Resiliency, and AI/ML, leveraging a proprietary Academy Investor Network of 600+ U.S. service academy graduates for deal sourcing and portfolio support.
- Company typePrivate
- Founded2019
- HeadquartersNew York, United States
- Headcount1–10
- GTM typeB2B
- OfferingServices
What AIN Ventures does
AIN Ventures is a seed-stage venture capital firm founded around 2019 and headquartered at 12 W 32nd St, 10th Floor, New York. The firm invests in deep technology companies with dual-use — both commercial and government — applications, concentrating on four verticals: Space, Life Sciences, Resiliency (renewable energy and storage), and AI/ML development tools. AIN reports a portfolio of more than 50 companies across these sectors and has helped portfolio companies secure over $100M in non-dilutive government capital through programs such as SBIR, STTR, AFWERX TACFI, and STRATFI.
The firm's principal differentiator is the Academy Investor Network, a proprietary syndicate of 600+ graduates of U.S. Military Service Academies that co-invests alongside AIN, sources deals, and provides post-investment support including introductions to DoD leadership and technical experts. AIN also maintains a proprietary dual-use technology database and publishes an annual Dual-Use Technology report (fifth edition in 2024 analyzing 645 companies and 725 founders), supplemented by specialized white papers on defense tech valuation, TACFI/STRATFI trends, healthcare dual-use, and sustainability technology. The firm is led by Co-Founders Sherman Williams and Emily McMahan, supported by venture partners and a Scientific Advisory Board drawn from MIT, U.S. Naval Academy, Georgia Tech, Riverside Research, and senior DoD leadership.
AIN's revenue model follows standard venture capital mechanics: management fees charged to Limited Partners on committed capital (subscription/recurring), carried interest on portfolio exits (transaction-based), and direct equity returns from fund investments. The firm does not charge portfolio companies for investment. Its customer base spans deep tech founders (capital, network, and non-dilutive funding advisory), institutional and individual LPs (access to dual-use deal flow and co-investment), and service academy graduates (network membership and venture access). The firm is privately held with no public ticker, parent company, or subsidiaries disclosed.
AIN Ventures firmographics
Firmographics- Name
- AIN Ventures
- Legal name
- AIN Ventures
- Website
- https://ainventures.com
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- AIN Ventures is a New York-based, seed-stage venture capital firm investing in dual-use deep tech companies across Space, Life Sciences, Resiliency, and AI/ML, leveraging a proprietary Academy Investor Network of 600+ U.S. service academy graduates for deal sourcing and portfolio support.
- Ownership category
- akta.pro rank
AIN Ventures industry classification
Industry- Product category
- Venture Capital
- NAICS
- All Other Financial Investment Activities (52399), Other Investment Pools and Funds (5259), Miscellaneous Financial Investment Activities (523999)
- SIC
- Investment Advice (6282)
- akta.pro primary industry
- Sector-Focused Venture Capital (Vertical Specialists) (FSANAAAD)
Keywords
Where AIN Ventures is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
AIN Ventures business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Marketing or Sales
Revenue model
- Management Fees: VC fund management fees charged on committed capital under management
- Carried Interest (Carry): Performance-based fees from successful portfolio company exits, typically 20% of profits above the hurdle rate
- Investment Returns: Returns from equity ownership in portfolio companies through fund investments
Go-to-market motion1 record
Distribution channels3 records
Marketing channels5 records
AIN Ventures product offering
Product offeringCore offering
AIN Ventures is a seed-stage venture capital fund that invests in dual-use deep technology companies with both commercial and government applications. The firm provides capital, network access through its Academy Investor Network of 600+ U.S. Military Service Academy graduates, and advisory on non-dilutive funding sources such as SBIR/STTR grants and DoD contracts, focusing on Space, Life Sciences, Resiliency, and AI/ML development tools.
Product overview
AIN Ventures is an early-stage venture capital fund that invests in deep technology companies with dual-use applications, serving both commercial and government markets. The firm operates the Academy Investor Network, a proprietary syndicate of 600+ service academy graduates who co-invest alongside AIN. AIN's investment focus spans four verticals: Space, Life Sciences, Resiliency (renewable energy/storage), and AI/ML development tools. The firm provides non-dilutive capital advisory and has secured $100M in non-dilutive capital for portfolio companies. AIN produces annual Dual-Use Technology reports and specialized white papers analyzing defense tech market trends, investment patterns, and sector opportunities.
Differentiator
Problem solved
Functional benefit
Brands
- Academy Investor Network: A purpose-built syndicate of graduates from U.S. Military Service Academies that invests alongside AIN Ventures and supercharges deal-sourcing, vetting, and post-investment support.
Products and services
- Deep Tech Fund Early-stage venture fund that invests directly in pre-seed and seed stage deep technology companies with dual-use (commercial and government) applications across Space, Life Sciences, Resiliency, and AI/ML sectors.
- Academy Investor Network Purpose-built syndicate of U.S. Military Service Academy graduates that co-invests alongside AIN Ventures, providing members with deal flow, vetting, management analysis, carry pool bonus referrals, and advisory opportunities.
- Non-Dilutive Capital Advisory Advisory service for portfolio companies on navigating SBIR, STTR, TACFI, STRATFI, and other government grant and contract programs, with AIN having helped secure over $100M in non-dilutive capital for portfolio companies to date.
Quantifiable outcome
- $100M+ non-dilutive capital secured for portfolio companies to date
- +2 more outcomes
Companies that use AIN Ventures
Customer profileNamed customers3 records
Segments3 records
Ideal customer profiles3 records
AIN Ventures technology and API
TechnologyTechnology focussed No
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature3 records
AIN Ventures partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- Academy Investor NetworkcoreA purpose-built syndicate of graduates from U.S. Military Service Academies that co-invests alongside AIN Ventures. The network provides deal sourcing, vetting, and post-investment support. Members include service academy graduates who can co-invest, refer startups for carry pool bonuses, and connect for advisory opportunities.
Scale indicators4 records
Recent moves6 records
Expansion highlights5 records
AIN Ventures competitors and assessment
Company assessmentBroad incumbents
- Lux Capital: Deep tech venture firm investing across space, life sciences, AI/ML, and defense — directly overlapping AIN's four-vertical thesis with a much larger fund footprint.
- Founders Fund: Pioneer of defense-tech venture investing (Anduril, Palantir) with deep tech and dual-use exposure that competes for the same founder pool as AIN.
- Andreessen Horowitz (a16z) American Dynamism: Large generalist VC with a dedicated American Dynamism practice focused on defense, manufacturing, space, and public-sector technology, overlapping AIN's thesis at scale.
- Khosla Ventures: Deep tech generalist with significant exposure to AI/ML, life sciences, and climate/resilience sectors that overlap with AIN's vertical focus.
- General Catalyst: Large generalist VC with a stated Global Resilience and public-sector agenda, increasingly writing checks in dual-use and government-tech similar to AIN's portfolio.
Direct peers
- Shield Capital: Early-stage venture firm purpose-built for defense, national security, and dual-use founders — most direct strategic and structural competitor to AIN Ventures.
- 8VC: Operationally focused VC investing in defense, logistics, government, and deep tech — comparable thesis and stage focus to AIN.
- In-Q-Tel: Strategic not-for-profit investor for the U.S. intelligence and defense community; the benchmark institutional counterpart to AIN's dual-use/government focus.
Others
- Defense Innovation Unit (DIU): DoD organization accelerating commercial technology into military use — functions as a complementary ecosystem player rather than a competitor, but shapes AIN's portfolio opportunity set.
Emerging players
- XYZ Venture Capital: Early-stage fund focused on defense, intelligence, and critical infrastructure with a similar dual-use thesis and stage focus to AIN Ventures.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
AIN Ventures social profiles
Digital presenceAIN Ventures financial estimates
Financial estimateRevenue estimate
Valuation estimate
AIN Ventures leadership team
Management profileNumber of profiles
Profiles11 records
AIN Ventures funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
AIN Ventures M&A and investment
M&A and investmentM&A
Investments48 records
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about AIN Ventures
What does AIN Ventures do?
AIN Ventures is a seed-stage venture capital fund that invests in dual-use deep technology companies with both commercial and government applications. The firm provides capital, network access through its Academy Investor Network of 600+ U.S. Military Service Academy graduates, and advisory on non-dilutive funding sources such as SBIR/STTR grants and DoD contracts, focusing on Space, Life Sciences, Resiliency, and AI/ML development tools.
Is AIN Ventures a public or private company?
AIN Ventures is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was AIN Ventures founded?
AIN Ventures was founded in 2019. It employs 1 to 10 people.
Where is AIN Ventures based?
AIN Ventures is headquartered in New York, United States, in the North America region.
How does AIN Ventures make money?
Three revenue lines are on record. Management Fees are the primary driver. The others are carried Interest (Carry) and investment Returns.
Who are AIN Ventures's main competitors?
Broad incumbents on record are Lux Capital, Founders Fund, Andreessen Horowitz (a16z) American Dynamism, Khosla Ventures and General Catalyst. Direct peers are Shield Capital, 8VC and In-Q-Tel. Defense Innovation Unit (DIU) is listed as an others. XYZ Venture Capital is listed as an emerging player.
Does AIN Ventures have an API?
No public API is recorded for AIN Ventures.
What industry is AIN Ventures in?
AIN Ventures's product category is Venture Capital. Its primary akta.pro industry code is FSANAAAD, Sector-Focused Venture Capital (Vertical Specialists). Its NAICS code is 52399 and its SIC code is 6282.