Top Machine Learning Companies in London (303)
PagerDuty, Inc. (NYSE:PD) is a global leader in digital operations management, enabling customers to achieve operational efficiency at scale with the PagerDuty Operations Cloud. The PagerDuty Operations Cloud combines AIOps, Automation, Customer Service Operations and Incident Management with a powerful generative AI assistant to create a flexible, resilient and scalable platform to increase innovation velocity, grow revenue, reduce cost, and...
PagerDuty's Top Stability & Growth Strengths
Profitability: GAAP profitability and improved operating performance are evident, with margins and income strengthening across recent periods. This trend indicates the business is becoming more earnings-efficient even as top-line expansion slows.
Healthy Cash Flow: Consistently strong free cash flow in the latest year and quarter underscores solid cash generation. This provides financial resilience and flexibility while growth initiatives are pursued.
Future-Ready Strategy: Investments in AI-driven operations, autonomous SRE agents, and incident-response automation position the company to capture emerging demand. These offerings create opportunities to deepen adoption with existing customers and attract new ones.
At Capital One, we think and work like a tech company, using our digital fluency to transform everything about the customer experience. We’re bending data to our will, and turning a stodgy industry on its head. That’s reflected in our ranking as the number one business technology innovator in the U.S. in the 2016 InformationWeek Elite 100.
Capital One's Top Stability & Growth Strengths
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.
Toast is the all-in-one platform built for restaurants of all sizes. Toast provides a single platform of software as a service (SaaS) products and financial technology solutions that give restaurants everything they need to run their business, including point of sale, payments, supplier management, digital ordering and delivery, marketing and loyalty, and team management. By serving as the restaurant operating...
Toast's Top Stability & Growth Strengths
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.
GRAIL is a healthcare company whose mission is to detect cancer early, when it can be cured. GRAIL is using the power of high-intensity sequencing, population-scale clinical studies, and state-of-the-art computer science and data science to enhance the scientific understanding of cancer biology, and to develop and commercialize pioneering products.
GRAIL's Top Stability & Growth Strengths
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.
Xero is small business accounting software that provides a platform on which businesses can build a fully integrated solution. It’s designed to make life better for people in small business, their advisors, and communities around the world. Xero minimises tedious admin by automating routine tasks, delivers valuable insights when needed, and brings together business data, trusted advisors, and powerful apps...
Xero's Top Stability & Growth Strengths
Strong Revenue Growth: Results indicate broad-based top-line momentum, with operating revenue and recurring revenue both rising strongly year over year. Organic growth is also highlighted, showing that expansion is not solely acquisition-driven.
Market Expansion: Customer numbers increased and international markets, including the U.S., showed accelerated traction. Management outlook points to continued expansion through further investment in key regions.
Healthy Cash Flow: Free cash flow increased alongside growth in adjusted EBITDA. This suggests the business is scaling while continuing to generate solid cash.
Genius Sports is the layer between what happens on the field and how the world engages with it. Our solutions across the global sports ecosystem are underpinned by our next generation big data and artificial intelligence platform, GeniusIQ. By ingesting and computing multiple real-time data feeds, GeniusIQ powers a wide range of functions and applications across sports performance and officiation, fan engagement,...
Genius Sports's Top Stability & Growth Strengths
Strong Revenue Growth: Revenue is expanding quickly across recent years and into 2026, with broad-based gains in betting and media and an increased full-year outlook. The acceleration predates the latest acquisition, indicating underlying momentum in the core business.
Innovation-Driven Growth: Media and advertising products powered by platforms like GeniusIQ and BetVision are gaining traction, contributing to rapid expansion in the media technology segment. Betting technology is also advancing through added services, contract renewals, and new customer wins.
Future-Ready Strategy: Management raised full-year guidance and outlined multi-year targets while extending into adjacent areas such as digital sports media and prediction markets. The Legend acquisition expands capabilities and audience reach that can support the next phase of scale.
We contribute to human progress by empowering people to express themselves, live in the moment, learn about the world, and have fun together.
Snap Inc.'s Top Stability & Growth Strengths
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.
IMC is a research-driven trading firm where quantitative modeling, machine learning, and engineering shape how modern markets are traded. A stabilizing force in markets since 1989, we provide liquidity across trading venues, delivering the best outcome in value and risk to investors. Using our own technology and capital, we build proprietary systems and algorithms that operate across global markets. Our...
IMC Trading's Top Stability & Growth Strengths
Strong Revenue Growth: Net trading revenue rose from $2.235B in 2024 (+63% YoY) to about $3.12B in 2025 (+40% YoY), indicating rapid top-line expansion. Company reports and independent coverage describe two consecutive years of substantial increases.
Profitability: Net profit attributable to shareholders increased from $686M in 2024 to about $968M in 2025, showing earnings growth alongside revenue gains. This points to improved bottom-line performance even as the firm invests in capabilities.
Market Expansion: New and enlarged offices in New York, Hong Kong, and London, plus growth in India and Denmark, reflect a broader geographic footprint. Moves into foreign exchange, commodity derivatives, and approvals in China signal widening business coverage.
InterSystems builds the software that makes complex systems work—reliably, securely, and at scale. For more than 45 years, we’ve been the information engine behind some of the world’s most mission-critical applications in healthcare, government, and business. Our data management, integration, and analytics technologies help organizations connect disparate systems, turn data into insight, and deliver better outcomes. From enabling interoperable healthcare and...
InterSystems's Top Stability & Growth Strengths
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.
Altana powers agentic trade workflows and public-private collaboration across product value chains — the source of truth for where products come from. With Altana, businesses can prove compliance before goods ship and build more efficient, resilient, and secure supply chains. Logistics providers can automate the full brokerage workflow, and governments can promote economic security, manage borders, and enable the flow...
Altana's Top Stability & Growth Strengths
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.
Founded in 2020 by George Sivulka and backed by Peter Thiel and Andreessen Horowitz, Hebbia powers investment decisions for BlackRock, KKR, Carlyle, Centerview, and 40% of the world’s largest asset managers. Our flagship product, Matrix, delivers industry-leading accuracy, speed, and transparency in AI-driven analysis. It is trusted to help manage over $15 trillion in assets globally. We deliver the intelligence that...
Hebbia's Top Stability & Growth Strengths
Strong Revenue Growth: ARR is described as rising from roughly $13M in 2024 to nearly $50M by 2026, and recent updates note new ARR tripling quarter over quarter. These signals point to substantial top-line acceleration over the last two years.
Market Expansion: EMEA revenue reportedly grew 373% year over year from FY2025 to FY2026, with plans to triple the regional team and more than double account executives. This combination of sales momentum and hiring suggests widening international reach.
Strong Market Position & Advantage: Major financial institutions are adopting the platform at scale, including a Morgan Stanley deployment covering about 5,000 workers and broad use among top asset managers with many production use cases. High usage levels (e.g., crossing 1 billion pages processed) indicate deeper embedment in enterprise workflows.
CA agnostic Certificate Lifecycle Management for the modern enterprise. Secure your human and machine identities at scale.
Sectigo's Top Stability & Growth Strengths
Strong Market Position & Advantage: Feedback suggests the company is frequently cited as a leading commercial Certificate Authority and maintains leadership designations in Certificate Lifecycle Management categories. Industry accolades and active roles in standards governance further reinforce a durable competitive footing.
Strong Revenue Growth: Feedback suggests organic annual recurring revenue reportedly exceeded 20% year over year, alongside expansion in enterprise operations and partner channels. Strategic acquisitions and global go-to-market investments are portrayed as fueling continued top-line momentum.
Investor Backing & Capital Strength: Feedback suggests private equity ownership has provided capital to support international expansion, product innovation, and M&A. This backing is positioned as enabling larger-scale initiatives and sustained growth investments.
Accuris gives engineers trusted answers, not just access. Our Engineering Intelligence platform combines verified data, actionable insights, and purpose-built workflows — so technical and business leaders can move faster, reduce risk, and make decisions they can defend.
Accuris's Top Stability & Growth Strengths
Strong Revenue Growth: Management reported substantially accelerated revenue growth in 2024 and being on track to exceed financial targets, although specific figures were not disclosed. This indicates positive commercial momentum in its first year operating independently.
Product Line Growth: Recent launches—including Accuris Thread, an AI Assistant, BOM Intelligence, new Engineering Intelligence tiers, and Accuris Connect—extend coverage from standards into requirements, AI research, and supply-chain workflows. These additions broaden the portfolio and create more avenues to serve existing and adjacent use cases.
Market Expansion: Company communications describe more than 1,000 employees across 20 countries, a new Denver headquarters, and expanded offices in the UK, India, Malaysia, and Japan. This signals a wider geographic presence and scaling operations.
LogicMonitor® is the AI-first hybrid observability platform powering the next generation of digital infrastructure. LogicMonitor delivers complete visibility and actionable intelligence across on-premises, cloud, and edge environments. By anticipating issues before they strike, optimizing resources in real time, and enabling faster, smarter decisions, LogicMonitor helps IT and business leaders protect margins, accelerate innovation, and deliver exceptional digital experiences without compromise....
LogicMonitor's Top Stability & Growth Strengths
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.
Canoe offers first-of-its kind AI technology powering the future of alternative investments. Canoe has reimagined the future of alternative investments with cloud-based, machine-learning technology for document collection, data extraction, and data science initiatives. We transform complex documents into actionable intelligence within seconds and empower allocators with tools to unlock new efficiencies for their business. Since the beginning, we’ve maintained a focused, client-first...
Canoe's Top Stability & Growth Strengths
Investor Backing & Capital Strength: Canoe raised $36 million in a Series C led by Goldman Sachs Alternatives, with its valuation reported at more than 3× its 2023 Series B. Bloomberg completed its acquisition in October 2026 and indicated continued investment in the platform.
Market Expansion: The customer community exceeded 500 firms across more than two dozen countries, with more than 35 new firms in EMEA and six in APAC joining in 2025. Headcount additions and regional growth point to expanding international reach and market penetration.
Innovation-Driven Growth: The company launched Canoe AI and Canoe Labs and expanded its partner ecosystem, reporting over 600 connected portals in 2025. These developments broaden product capabilities and integration depth across private-markets workflows.
CoreWeave, the AI Hyperscaler™, delivers a cloud platform of cutting-edge software powering the next wave of AI. The company's technology provides enterprises and leading AI labs with cloud solutions for accelerated computing. Since 2017, CoreWeave has operated a growing footprint of data centers across the US and Europe. CoreWeave was ranked as one of the TIME100 most influential companies and...
CoreWeave's Top Stability & Growth Strengths
Strong Revenue Growth: Revenue expanded from roughly $1.9B in 2024 to $5.1B in 2025, with mid-2026 quarterly revenue still rising sharply. A very large revenue backlog of about $104B and additional net new commitments point to continued demand.
Strong Market Position & Advantage: The company is described as a leading specialist in AI-focused cloud infrastructure, supported by major contracts and third-party recognition. This advantage is reinforced by large-scale GPU capacity and adoption across AI labs, hyperscalers, and enterprises.
Strategic Partnerships: Relationships with NVIDIA and multiyear agreements with organizations such as Meta and Anthropic underpin access to advanced hardware and sizeable workloads. These alliances appear to support capacity build-out and commercial visibility.
At Shield you won't wait years to see your work reach the field. You'll build hardware and software that operates in the real world right now, in the hands of the people who depend on it. Hivemind, our AI pilot, has been flying since 2018. It has flown more than 30 platforms, including an F-16, and it now sits under a...
Shield 's Top Stability & Growth Strengths
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.
Nexthink is the global leader in digital employee experience management. Our platform empowers IT teams with real-time visibility, analytics, and automation to proactively detect and resolve issues across any application, device, or network—before they affect employees. By shifting IT from reactive problem-solving to continuous optimization, Nexthink enables more than 1,300 organizations to create productive, seamless, and satisfying digital workplaces for...
Nexthink's Top Stability & Growth Strengths
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.
Liftoff is a leading AI-powered performance marketing platform for the mobile app economy. Our end-to-end technology stack helps app marketers acquire and retain high-value users, while enabling publishers to maximize revenue across programmatic and direct demand. Liftoff’s solutions, including Accelerate, Direct, Monetize, Intelligence, and Vungle Exchange, support over 6,600 mobile businesses across 74 countries in sectors such as gaming, social, finance,...
Liftoff's Top Stability & Growth Strengths
Strong Revenue Growth: Revenue rose about 35% year over year in Q2 2026 to roughly $219–$220 million, marking the eleventh consecutive quarter of growth. Management also guided full-year 2026 revenue to $870–$880 million, extending momentum after approximately 32% growth in 2025.
Healthy Cash Flow: Trailing twelve‑month operating cash flow increased about 90% to $237 million and free cash flow rose 142% to $184 million as of Q2 2026. These gains indicate that expanding revenue is converting into stronger cash generation.
Investor Backing & Capital Strength: The company completed a Nasdaq IPO in 2026 and previously secured a minority investment from General Atlantic at a multi‑billion‑dollar valuation. These milestones suggest strengthened access to capital alongside continued scaling of its advertising platform.
Kolleno is a financial operations platform that brings together receivables, payables, payments and reconciliation - all in one place. The platform is built for and by finance professionals to automate and optimise finance back-office processes with highly customisable workflows. Kolleno simplifies the management of client payments, related communications, and financial reporting by keeping everything in sync - data, systems, and...





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