Top Machine Learning Companies in Washington, DC (68)

Strong Revenue Growth: Revenue is rising across 2025 and into 2026, with Galleri driving year-over-year increases and volumes outpacing revenue. Feedback suggests growth accelerated in early 2026 as test adoption broadened.

Strategic Partnerships: Partnerships such as Epic EHR integration and a collaboration with Samsung for Asia expansion are expanding distribution and market access. These relationships also support commercialization through employers, health systems and digital-health channels.

Investor Backing & Capital Strength: A sizable cash balance and recent equity financing provide a substantial runway to fund R&D and commercial expansion. This capital position helps buffer the costs of scaling while regulatory review proceeds.

Market Expansion: Facilities, workforce, and a seven-location U.S. footprint have scaled markedly since 2010 as operations extended from airborne processing into cyber, undersea, space, land, and maritime systems. Current hiring across engineering and program roles reinforces an expanding presence in multiple hubs.

Innovation-Driven Growth: Capability breadth now spans six areas—AI/analytics, autonomy, hardware systems, cyber effects, sensing and spectrum, and adaptive mission engineering—with technology reuse across programs. Documented SBIR activity and awards from DARPA and the military services indicate momentum anchored in advanced R&D.

Diversified Customer Base: Federal contracting activity spans DARPA and the Air Force, Navy, and Army, demonstrating access to multiple defense customers. This multi-agency footprint reduces dependence on any single sponsor within the government sector.

Strong Revenue Growth: Company-reported figures indicate scale to roughly $80 million in 2024 annual contract value and recognition on the Inc. 5000 list for rapid multi-year expansion. Government contract obligations under a production vehicle and continued awards further reflect meaningful commercial momentum, even as contract ceilings are not revenue.

Profitability: The business is described as having achieved three consecutive profitable years while expanding contract value. This points to growth supported by operating discipline rather than reliance solely on external financing.

Market Expansion: A transition from a DIU prototype to a production-scale agreement and reported deployment across all U.S. military branches and combatant commands indicate widening reach within the defense market. Partnerships and authorizations announced in 2026 are positioned to extend access across combatant commands and federal agencies.

Strong Revenue Growth: Quarterly revenue increased materially year over year in Q2 2026, and full-year 2025 sales also rose. The acceleration into 2026 alongside expanding user metrics signals momentum in top-line performance.

Healthy Cash Flow: Free cash flow turned positive and expanded meaningfully versus the prior year, alongside a large step-up in adjusted EBITDA. This points to improving cash generation and operating efficiency.

Diversified Revenue Streams: Subscriptions and other direct revenue grew much faster than advertising, with products like Snapchat+, Lens+, and Memories contributing significantly. This diversification reduces sole dependence on the ad cycle and broadens monetization levers.

Investor Backing & Capital Strength: A $325 million Series C at a reported $3 billion valuation, led by Spark Capital with participation from firms such as Andreessen Horowitz, signals strong capital access and confidence in future scale. The company describes using this capital to expand aviation, defense, energy, logistics, research, and engineering operations.

Market Expansion: Major awards like the FAA’s 12-year program (reported up to $875 million) and a five-year, $99 million U.S. Army contract, alongside airline customers and a National Grid collaboration, indicate expansion across government, commercial, and energy sectors. Partnerships such as Joby Aviation and new defense programs (e.g., DIU and the Open Mission Engine) further extend reach beyond the original aviation focus.

Strong Hiring & Retention: Dealroom reports 26.3% annual team growth with an estimated 173 employees and open positions, while another market source cites an increase from 163 to 228 in a quarter. Active recruiting across engineering, machine learning, cloud, mission operations, and growth roles points to organizational scaling.

Market Expansion: Retailer participation expanded from over 50,000 locations in 2022 to about 100,000 by 2025, with 14,669 new locations added in 2025 and rollouts such as The Save Mart Companies’ nearly 200 stores. Feedback suggests consumer reach remains large at around 35 million, alongside substantial transaction and return-visit activity reported for 2025.

Strategic Partnerships: Partnerships and integrations with retailers and financial/tech platforms (e.g., Save Mart, Cary Oil expansion, Marqeta, Varo Bank, and distribution through Uber/Chime/Instacart) broaden access and deepen adoption. Feedback suggests existing partners are scaling usage and piloting new offer models, such as QuickChek’s fuel-offer approach.

Product Line Growth: Expansion beyond fuel into restaurants and grocery shows momentum, with reported year-over-year restaurant transaction gains and high volumes of grocery offers claimed monthly. Feedback suggests new product moves and category breadth (including hardware) are contributing to diversified growth.

Profitability: Operating earnings and margins improved notably in 2026, with Q3 operating earnings up sharply year over year and the operating margin rising to 5.6%. Feedback suggests earnings resilience is being supported by operational changes and a shifting business mix.

Strong Revenue Growth: Reported annual revenue expanded from $226.6B in 2023 to $270.6B in 2025, including roughly 12% growth in 2024 and 7% in 2025. This establishes a robust multi‑year revenue trajectory even as recent growth rates have moderated.

Cost & Operational Efficiency: Cost controls and operational improvements are described as lifting earnings despite lower revenue in 2026. Optum Health’s operating earnings rose from $41M to $735M year over year while serving fewer value‑based patients, indicating stronger execution.

Investor Backing & Capital Strength: Evidence highlights a $200 million Series C in July 2024 at a $1 billion valuation with participation from prominent investors, indicating substantial capacity to fund expansion. While valuation alone does not confirm revenue growth, the capital base supports continued scaling.

Market Expansion: Adoption appears to be widening across major logistics providers and governments, including an expanded CBP contract, a UK government program, FedRAMP High authorization, and reported daily use by more than 5,000 CBP agents. Partnerships such as Maersk and work with multiple governments suggest broader reach across sectors and geographies.

Product Line Growth: The July 2026 acquisition of Cervo AI extends capabilities from supply-chain intelligence into automated customs-entry workflows. Additional deployments like Product Passports and tariff tools indicate a deepening and broadening of the offering.

Investor Backing & Capital Strength: A $650 million Series D in April 2026 lifted total capital raised since 2022 to over $1 billion, with a reported $2.2 billion valuation. These resources are directed toward scaling manufacturing, missions, and hiring, signaling strong capacity to fund expansion.

Strong Hiring & Retention: Headcount moved from roughly 170 in April 2025 toward a stated goal of exceeding 500 by year-end 2026, with third-party estimates during 2026 supporting substantial growth. Hiring tied to facility buildout and a growing mission cadence indicates active team scaling across engineering and operations.

Market Expansion: Selections for additional U.S. Space Force programs in 2026—such as GHOST-R GEO reconnaissance, Kronos battle-management software, Andromeda, and space-based interceptors—indicate widening demand for Jackal spacecraft and Mosaic software. Manufacturing investment in Long Beach and a growing mission pipeline further point to increasing participation in national-security space.

Strong Revenue Growth: Company updates describe orders and revenue doubling year over year in FY2026, with independent estimates showing substantial growth through 2024. Additional reporting notes a projection of more than 80% revenue growth for 2026.

Investor Backing & Capital Strength: A $2 billion financing package in March 2026 at a $12.7 billion post-money valuation is cited, including a large Series G and preferred equity. The capital was linked to expansion initiatives and the planned acquisition of Aechelon Technology.

Market Expansion: New defense wins and international deployments are described, including a U.S. Air Force production contract, Coast Guard and Navy programs, and activity across Europe and the Asia-Pacific. Company communications also highlight wider adoption of Hivemind and expansion of V-BAT operations.

Market Expansion: The company opened offices in Arlington, VA (2024) and Seattle, WA (2025), moves described as supporting continued growth, customer access, and recruiting. This expanded footprint indicates deliberate entry into new regions tied to defense customers and talent pools.

Innovation-Driven Growth: Substantial awards spanning AI-enabled systems, autonomous aircraft, and DARPA research (including a $66.7M Army data/software contract, a $98M ceiling AI/T&E vehicle, and a $48.05M Army autonomous-aircraft agreement) point to growth anchored in advanced technologies. Selection as a prime on R&D vehicles further underscores momentum in applied AI and autonomy.

Strong Market Position & Advantage: Prime selections and sizable U.S. Army and DARPA programs, along with rising multi-year federal obligations since FY2022, suggest strengthening competitive standing in defense technology. Access to government-wide vehicles such as IAC MAC Pool 2 expands routes to future task orders.

Strong Revenue Growth: Recent financial results highlight sustained top-line expansion with rising quarterly revenue and management increasing full‑year guidance, indicating momentum across 2025 and into 2026.

Diversified Revenue Streams: Growth is coming from both diagnostics and data licensing/AI applications, with testing volumes and data contracts expanding rather than reliance on a single line of business.

Customer Loyalty & Retention: Reported net revenue retention above 100% and sizable remaining contract value suggest existing pharmaceutical customers are deepening engagements.

Strong Hiring & Retention: Hiring across product, engineering, and AI sales, a reported team size in the 20–25 range, and a new Chicago West Loop office point to tangible team expansion. Feedback suggests the organization is investing beyond a founder-only stage and building go-to-market capacity.

Product Line Growth: A February 2026 public launch and marketed workflows across sales, support, and operations with 1,300+ integrations indicate a shift from development to commercial distribution. Materials also show the offering broadening into multiple operational use cases.

Investor Backing & Capital Strength: References to Canvas Ventures and named investor support signal external capital and ecosystem ties. Inclusion in third-party company databases and investor quotations reinforce the presence of funding even though specific amounts are undisclosed.

Strong Market Position & Advantage: Competitive assessments place the company alongside Shutterstock and Adobe as one of the principal global providers of paid stock content, and as the clear UK leader in editorial. Longstanding relationships with major news and sports outlets reinforce this position.

Innovation-Driven Growth: Generative AI tools trained on licensed content and delivered with indemnification position the offering as a risk‑mitigated choice for enterprises. Being a launch partner on NVIDIA’s evolving Edify roadmap signals continued differentiation in safe‑to‑use AI.

Diversified Revenue Streams: A multi‑brand portfolio spanning premium enterprise (Getty Images), SMB/prosumer (iStock), and free‑plus‑subscription (Unsplash) reaches buyers from large media houses to individual creators. Revenue comes from a mix of annual subscriptions and large licensing agreements, creating multiple monetization paths even as deal timing can be lumpy.

Strong Market Position & Advantage: The company is described as the nation’s principal technical architect and the only space‑exclusive FFRDC, serving as a trusted advisor to the U.S. Space Force and NRO. This independent, non‑competing role positions it as a central, stabilizing technical authority across national‑security space.

Innovation-Driven Growth: Major investments such as the $100M El Segundo labs, the Space Warfighting Center, and creation of xLab, along with emphasis on AI/ML and digital engineering, expand technical capacity. A new collaboration with Google Public Sector on agentic AI further signals capability expansion into data‑driven operations.

Strong Revenue Growth: Revenue increased to about $1.4B by 2024 and held in 2025 as its Washington Technology Top 100 rank improved from No. 33 to No. 29. Headcount growth to 4,800+ employees, with a high share of technical staff, supports rising mission demand.

Strong Market Position & Advantage: Independent trackers and filings place the company as a top‑tier competitor in bank‑grade ATMs and a global No. 2 in retail self‑checkout, with recognized leadership in ATM software. This breadth across hardware, software, and services in both Banking and Retail underpins competitive advantage.

Profitability: Recent results highlight growing adjusted EBITDA and positive EPS since the 2023 restructuring. Management targets further margin expansion and has reaffirmed guidance that emphasizes earnings growth.

Healthy Cash Flow: The company has delivered consecutive quarters of positive free cash flow, including a record first‑quarter performance in 2026. Guidance and multi‑year targets emphasize stronger cash generation versus prior years.