Top Machine Learning Companies in Washington, DC (66)

Strong Revenue Growth: Revenue is rising at a double‑digit pace across 2025 and into 2026, with consistent year‑over‑year gains. Galleri test volumes and screening revenue also increased, signaling sustained commercial momentum.

Market Expansion: Access is broadening through major EHR integrations and a growing provider network, alongside initiatives to enter new geographies. These moves extend reach beyond core channels and support continued adoption.

Investor Backing & Capital Strength: Capital raises and a sizable cash position provide a multi‑year runway to fund commercialization, trials, and regulatory efforts. Strategic financings with prominent partners reinforce the ability to invest through scale‑up.

Market Expansion: ASI has broadened beyond commercial aviation into defense and critical infrastructure, adding a DIU sustainment tool, a National Grid collaboration, and a Joby partnership alongside a major FAA program rolling out from the Washington, D.C. region. Company materials describe a scope spanning aviation, defense, logistics, energy and more, with locations in Boston, Washington, D.C., and Gdańsk.

Strong Market Position & Advantage: A 12-year, $875M FAA selection for FMDS and SMART—now in operational deployment around Washington, D.C.—signals meaningful competitive strength at national scale. Available reporting indicates ASI prevailed in a field that included larger incumbents, underscoring differentiation.

Strong Hiring & Retention: Signals include a “rapidly expanding team,” added offices, and recent defense-oriented roles (e.g., a Data Lead in Colorado Springs), with external coverage citing 165+ employees and plans to grow beyond 250 to deliver major programs. Active postings across technical and federal roles further reflect continued team build-out.

Strong Revenue Growth: Revenue is described as rising from about $3.5M in 2021 to roughly $80M in 2024, with annual contract value also increasing substantially. Feedback suggests this momentum reflects rapid scaling of contracted business.

Profitability: The company is reported to have become profitable within three years and to have maintained profitability thereafter. This points to efficient scaling rather than reliance solely on external financing.

Market Expansion: Contracting progressed from prototypes to a DIU production vehicle with a $99M ceiling, followed by additional Air Force and OSD awards through 2025–26. The stated footprint grew to about 125 deployments across every service branch and combatant command.

Strong Revenue Growth: Company reports indicate FY2026 orders and revenue doubled year over year. Management projections point to revenue well above $500 million for 2026, signaling rapid topline acceleration.

Investor Backing & Capital Strength: Recent financings include a $1.5 billion Series G and $500 million in preferred equity at a $12.7 billion valuation. These steps indicate substantial capital access and confidence from major financial backers.

Market Expansion: Program momentum includes a U.S. Air Force production award for CCA autonomy and a U.S. Navy ISR vehicle with a high task‑order ceiling. International traction spans India, Greece, Poland, and Taiwan, alongside plans for regional offices.

Strong Revenue Growth: Optum’s consolidated revenue expanded from $253.0B in 2024 to $270.6B in 2025, indicating continued top-line growth. Multi‑year reporting also highlights ongoing increases at the consolidated level even as segment performance diverges.

Diversified Revenue Streams: Performance is spread across three businesses, with Optum Rx delivering substantial gains, Optum Insight growing modestly, and Optum Health contracting. This mix shows pharmacy and technology services helping sustain overall scale despite softness in care delivery.

Cost & Operational Efficiency: Operating performance improved in 2026 as Optum’s operating income rose year over year to about $4B in Q2 alongside reported gains in technology and clinical operations. UnitedHealth also raised its 2026 adjusted EPS outlook, signaling confidence in execution.

Strong Revenue Growth: Revenue increased year over year in the latest quarters, with momentum accelerating into Q2 2026. Monetization per user improved, helping top-line growth outpace audience expansion.

Healthy Cash Flow: Adjusted EBITDA and free cash flow rose sharply, and the company generated positive free cash flow in the latest quarter. These gains indicate stronger operating leverage versus a year earlier.

Diversified Revenue Streams: Subscription and other direct-revenue products such as Snapchat+ expanded rapidly alongside core advertising. “Other revenue” grew significantly and the direct-revenue run rate scaled materially.

Strong Revenue Growth: Revenue is rising at double-digit rates across recent periods, and management has increased full-year guidance, underscoring continued momentum. Growth is visible in both recent quarters and the prior year, indicating sustained top-line expansion.

Diversified Revenue Streams: Both Diagnostics and Data & Applications are expanding, with data-licensing/Insights activity increasing alongside clinical testing volumes. This mix reduces reliance on a single line of business and supports multiple growth vectors.

Strategic Partnerships: Collaborations with major biopharmaceutical companies and broader rollouts of platforms such as Next signal expanding commercial reach. Announced initiatives like a large whole‑genome dataset and work with firms including Merck reinforce external demand for the platform.

Investor Backing & Capital Strength: Capital raised has accelerated from a $260M Series C in 2025 to a $650M Series D in 2026, pushing cumulative funding above $1B and indicating substantial financing capacity. Funding is described as enabling facility expansion, manufacturing scale-up, and a larger mission cadence.

Strong Hiring & Retention: Headcount expanded from a small founding team to ~250 by end-2025, with stated targets of 500+ in 2026 and 1,000+ in 2028 alongside multi-site growth in Colorado and Long Beach. Independent coverage during 2026 also points to 250–300+ employees, reinforcing tangible workforce scaling.

Strong Market Position & Advantage: Selection for multiple Space Force efforts—such as VICTUS HAZE operations, Kronos software, GHOST-R/RG-XX, and Space-Based Interceptors—signals movement from small R&D awards toward larger defense procurement. The company reports transition from development flights to operational missions, including a space-to-space pursuit during VICTUS HAZE.

Market Expansion: The company added Arlington, VA (2024) and Seattle, WA (2025) to its Cambridge base, explicitly linking the Seattle opening to “steady growth” and proximity to customers and talent. This footprint expansion indicates broader geographic reach and increased customer access.

Innovation-Driven Growth: Large awards tied to advanced technologies—such as a ~$97.5M Army STEAM IDIQ for AI-enabled systems, a $48M Army UAS OTA, and a DARPA Albatross prime—show momentum in AI/ML, autonomy, and high-end R&D. These programs suggest growing demand for its applied engineering and experimentation capabilities.

Strong Hiring & Retention: Headcount signals moved from 150+ employees in 2022 to roughly 200+ more recently, alongside active multi-site recruiting. Workplace recognitions and the company’s description as a “thriving” employee-owned firm support continued talent attraction.

Strong Revenue Growth: Subscription revenue is described as growing at a double‑digit year‑over‑year pace as of late 2023, signaling solid momentum in the core recurring model.

Customer Loyalty & Retention: Renewal rates are reported as extremely high, indicating sticky relationships and a durable subscription base.

Market Expansion: The underlying hotel‑data network has expanded materially to a larger global sample across nearly 200 countries, pointing to broader reach and scale.

Market Expansion: Feedback suggests Upside expanded its marketplace with 14,669 new retailer locations and 1.6M new customers in 2025, alongside 128M transactions and a 64% YoY jump in restaurant transactions in July 2025. Feedback suggests category breadth deepened as well, with Taco Bell locations up 400% year over year and the network reaching 100,000+ retailers and ~35M consumers.

Strong Market Position & Advantage: Feedback suggests scale signals are substantial, including 35M consumers, 100,000+ retailers, >$1B cumulative cash back, and a rise in retailer incremental profit from $605M in 2024 to $707M in 2025. Feedback suggests repeated inclusion on growth rankings (e.g., Inc. 5000, Deloitte Technology Fast 500) further reflects momentum and visibility.

Strategic Partnerships: Feedback suggests partnerships and integrations broaden distribution and merchant adoption, including Marqeta and rollouts with large operators such as Save Mart and major QSR franchise groups. Feedback suggests these alliances extend Upside’s reach beyond the standalone app via partner networks that help drive consumer exposure and category expansion.

Investor Backing & Capital Strength: Funding reached a $200M Series C in July 2024 at a $1B valuation with prominent investors. Available evidence suggests substantial capital to scale and strong external confidence.

Market Expansion: Engagements extended across governments and enterprises, including the UK’s £8M three-year program, a CBP contract expansion, and new deployments with General Atomics Aeronautical Systems and Scarbrough Global; by 2026, the company said 8 of the world’s 10 largest logistics providers were customers. These signals indicate continued penetration into large, international accounts and public-sector programs.

Product Line Growth: The offering broadened beyond supply-chain mapping into compliance, procurement, trade-risk management, and customs-automation workflows, including the 2026 Cervo AI acquisition. 2025–2026 materials describe additional use cases and live customer deployments.

Strong Hiring & Retention: Headcount is described as having grown to about 25 people, with active hiring across product, engineering, and AI sales. A new West Loop Chicago office underscores ongoing organizational build-out.

Product Line Growth: The platform launched publicly in February 2026 and supports multiple operational use cases with 1,300+ integrations. Materials highlight ready-to-run agents spanning sales, support, operations, recruiting, and more.

Market Expansion: Public pages cite a new Chicago office and indicate customers can deploy agents across business workflows, with a visible “Trusted By” section and a named user like CoinFlip. These signals point to movement from development into commercial deployment.

Strong Revenue Growth: Recognition on a fast‑growth list, expanding headcount and footprint, and visible public‑sector awards indicate ongoing top‑line momentum.

Market Expansion: Plans for a new global headquarters and an India campus, participation in multi‑award contracting vehicles, and a broad U.S./global office network point to continued geographic and channel expansion.

Diversified Customer Base: Serving Fortune‑ranked enterprises alongside federal and state agencies suggests reduced concentration risk and access to varied spend pools.

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 Revenue Growth: Company announcements indicate sustained multi-year revenue increases with ongoing momentum into 2025. The pattern suggests durable topline expansion rather than a one-off spike.

Strategic Partnerships: Channel expansion added substantial numbers of MSP and reseller partners and materially increased partner-sourced ARR and sales. These partnerships broaden go-to-market reach and underpin continued growth.

Innovation-Driven Growth: Ongoing AI-led threat intelligence, frequent product updates, and acquisitions (Zorus, Guardian, Web Shrinker) have expanded capabilities and differentiation. This product velocity is presented as a driver of adoption and scale.