Top Machine Learning Companies in Boston, MA (173)

Product Line Growth: The portfolio has expanded with LLM-ready APIs, additional financial datasets, MCP Apps, and Adaptive Retrieval, broadening the financial research and analysis workflows it can support. Announcements across 2026 indicate continued investment in AI infrastructure and data-access capabilities.

Market Expansion: Customer adoption and usage are rising, with customers under contract or trial increasing from 300+ in Q1 2026 to 500+ in Q2 and API call volumes accelerating markedly. Enterprise-scale deployments, such as the RBC Capital Markets rollout to 8,000 employees, show reach into large institutions.

Future-Ready Strategy: S&P Global’s July 2026 reorganization created a Kensho Data & Platforms vertical that places AI and data delivery at the center of product strategy. This organizational move underscores Kensho’s strategic importance in advancing AI-enabled products and workflows.

Strong Revenue Growth: Revenue is increasing at a double‑digit pace, with Q2 2026 revenue of about $1.91B up year over year. Full-year 2025 revenue also rose meaningfully to roughly $6.15B from $4.96B the prior year, indicating momentum across periods.

Profitability: Profitability is improving, as Q2 2026 net income increased to about $154M and operating income to roughly $152M from the prior year’s quarter. Recurring gross profit from subscription and fintech reached approximately $585M, showing stronger unit economics alongside scale.

Market Expansion: Customer reach is widening, with roughly 9,500 net locations added in Q2 2026 and total locations around 180,000, both higher than a year earlier. The company is also extending into retail, enterprise, international markets, and AI-enabled products such as Toast IQ.

Strong Revenue Growth: Recent results indicate revenue increased year over year and sequentially, with quarterly revenue reaching roughly the mid‑teens in billions and full-year 2025 revenue rising markedly versus 2024. Earnings also improved in recent quarters alongside higher lending activity.

Market Expansion: The Discover acquisition expanded scale and added a proprietary payment network, with payment‑network volume increasing sharply as Capital One debit customers moved onto the Discover rails. Lending and purchase volumes also grew across cards, consumer banking, and auto, indicating broader reach.

Strong Market Position & Advantage: Capital One holds a leading position in U.S. credit cards and consumer banking, becoming the largest U.S. credit card issuer by balances after integrating Discover. This scale, combined with strong transaction activity, supports a durable competitive footprint.

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.

Investor Backing & Capital Strength: Access to growth capital is evident through a sizable late-stage equity round followed by additional innovation-banking financing, supporting expansion in sales, customer success, and R&D. This funding cadence indicates capacity to sustain product development and go-to-market scale.

Product Line Growth: Offerings have broadened from underwriting into renewal analytics, claims prediction/benchmarking, and multi-line insurance applications. These additions point to a platform that is expanding its addressable use cases across insurers.

Customer Loyalty & Retention: Commercial traction is reflected in hundreds of enterprise deployments alongside indications of very high client retention. These factors suggest sticky customer relationships and recurring usage across the installed base.

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.

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.

Strong Revenue Growth: ARR is reported to have more than tripled between 2021 and 2025 while profitability improved. AI-related ARR also rose from $20 million in Q1 2025 to $109 million in Q1 2026, reinforcing momentum.

Market Expansion: Reported enterprise customers grew from 1,200+ in 2024 to 1,500+ in 2025, and platform reach expanded from 15 million to 25 million endpoints/employees. International moves, including plans for Japan and South America, indicate continued geographic expansion.

Investor Backing & Capital Strength: A majority investment by Vista Equity Partners at an approximately $3 billion valuation in 2025 signals strong external confidence. This transaction follows years of scaling and provides capital support for the next phase.

Strong Revenue Growth: Nearly 40% year-over-year ARR growth and a 55% increase in customers spending over $100,000 annually point to expanding recurring revenue and deeper enterprise penetration. The company also cites more than 25 Fortune 500 and nearly 50 Fortune Global 2000 organizations standardizing on its platform.

Market Expansion: Reported international momentum includes 178% growth in APAC and 52% in EMEA, indicating traction beyond the domestic market. These gains complement a rising count of large customers.

Innovation-Driven Growth: Rapid adoption of AI-powered capabilities—such as 700% growth in GenAI Test Assertions over five months and 240% year-over-year growth in GenAI Autoheal—suggests product-led expansion. API test executions rising 97% year over year, mobile test runs increasing sevenfold since April 2024, and more customers using multiple products reinforce this pattern.

Strong Hiring & Retention: Employee headcount is increasing over the 2023–2026 period, indicating ongoing hiring momentum. Feedback suggests workforce expansion is sustained even if the pace has moderated recently.

Market Expansion: A new Jakarta office was opened in 2026 to deepen engagement across Southeast Asia. Operations span dozens of offices in many countries, supporting customers in more than 80 countries.

Innovation-Driven Growth: New offerings such as the Data Studio AI Assistant and continued development of healthcare interoperability products point to active product investment. Feedback suggests AI and healthcare enhancements are a current strategic focus.

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 Revenue Growth: Revenue expanded on an annual basis and continued to rise into 2026, while software annual contract value increased, indicating underlying demand. Drug discovery contributions and growing software contract activity supported the top line despite timing effects in reported software revenue.

Strategic Partnerships: Collaborations with major pharmaceutical companies and acquisition-related milestones added material revenue and visibility. These relationships complement the software business and reinforce commercial traction across discovery programs.

Investor Backing & Capital Strength: A sizable cash and securities position at mid-2026 provides runway to fund operations and product transitions. Management’s multi‑year profitability targets suggest the balance sheet can support continued investment while losses narrow.

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: Reported ARR surpassed $200 million in June 2026 with five consecutive years of 100% year-over-year growth, indicating rapid scaling. Adoption breadth, including claims of powering one in six U.S. apartments, reinforces the commercial momentum behind that trajectory.

Investor Backing & Capital Strength: A $350 million round in September 2026 at a $4 billion valuation, with major existing investors participating alongside Ontario Teachers’ Pension Plan, underscores substantial access to capital. This financing signals strong confidence to fund continued product development and go-to-market expansion.

Market Expansion: Reach reportedly grew from about one in twelve U.S. apartments in 2024 to one in six in 2026, alongside plans for a second engineering hub in San Francisco. The company is also expanding from leasing into broader property-management workflows and healthcare administration.

Strong Revenue Growth: ARR is reported to have progressed from more than $300 million in June 2025 to more than $400 million by May 2026, signaling clear top-line momentum. Growth among higher‑spend enterprise accounts is also highlighted as a key contributor.

Investor Backing & Capital Strength: An $800 million equity and strategic financing round at an approximately $2.4 billion valuation is described as providing substantial capacity to fund expansion. Ongoing sponsorship by the controlling shareholder is also noted.

Product Line Growth: AI-led offerings such as Edwin AI are described as contributing a significant share of bookings with very rapid recurring‑revenue growth. The Catchpoint acquisition further extended capabilities into internet performance and digital experience monitoring.