Top Machine Learning Companies in Mumbai (27)

Strong Market Position & Advantage: Leadership positions across biscuits (#1) and chocolate (#2), anchored by iconic brands and a presence in 150+ countries, support pricing power and distribution reach. Category and geographic breadth are cited as underpinning mid‑term growth capacity.

Resilient & Sustainable Growth: Net revenues and organic net revenue increased in 2025 and remained positive into 2026 despite a tougher cost environment and moderating pace. Management signals potential to reaccelerate profitable growth as cocoa costs stabilize and productivity programs take hold.

Healthy Cash Flow: Guidance for 2026 targets approximately $3 billion in free cash flow, alongside maintained capital returns such as a dividend increase. This cash generation supports continued reinvestment behind brands and execution.

Strong Revenue Growth: Revenue accelerated to about $1.60B in Q2 2026, up 19% year over year, following 12% growth in Q1 2026 and an 11% increase for full-year 2025. Rising ARPU alongside expanding DAU/MAU supported this top-line momentum.

Healthy Cash Flow: Q2 2026 free cash flow reached roughly $121M and operating cash flow improved to about $176M, both sharply higher year over year. These gains indicate improved operating efficiency even as GAAP net income remains negative.

Diversified Revenue Streams: “Other revenue” driven by subscriptions like Snapchat+ grew ~85% year over year in Q2 2026 (after ~87% in Q1), and Snapchat+ surpassed 25M subscribers by mid‑2026. This diversification is complementing ad recovery and helping sustain growth.

Product Line Growth: Launched and acquired products are expanding at a double‑digit pace (e.g., +18% operational in Q2 2026), led by assets such as Eliquis, Padcev, the Vyndaqel family, and Lorbrena. Excluding Comirnaty and Paxlovid, revenue grew mid‑single digits, signaling healthy momentum in the core portfolio.

Cost & Operational Efficiency: A multi‑year cost realignment targets about $5.7B in net savings by end‑2026, with a further $2.5B in productivity gains planned for 2027–2029. These actions have supported improved adjusted earnings even as headline revenue normalizes post‑COVID.

Innovation-Driven Growth: A robust late‑stage pipeline and oncology expansion following the Seagen acquisition underpin future growth, with numerous pivotal study starts in 2025–2026. Company commentary highlights oncology and obesity programs as key catalysts into the back half of the decade.

Strong Revenue Growth: Recent financial results show net trading revenue rising from $2.235B in 2024 to a record $3.12B in 2025, indicating robust top-line momentum. Company disclosures characterize 2024 as a record year and 2025 as a period of strong performance and healthy growth.

Profitability: Net profit reached $968M in 2025 and total equity increased to $2.58B from the prior year, signaling solid earnings and balance-sheet strength. These gains support continued investment in people, technology, and trading capabilities cited by the firm.

Diversified Revenue Streams: Expansion into FX and commodity-derivatives market making from London and the addition of institutional crypto liquidity via the Talos network broaden the firm’s revenue drivers. Geographic build-outs in Hong Kong and New York further underpin multiple businesses across regions.

Market Expansion: The incorporation of a UK subsidiary in February 2025 and an active US/UK commercial presence on the corporate site indicate expansion into new geographies beyond India/US contracting roots. A BBB file in the US and visible go‑to‑market hiring further signal a widening footprint.

Product Line Growth: The company now markets eight products, including Perimattic AI Suite, ERPPlugs, and Demand OS, reflecting a shift from pure services toward productized software. An AWS Marketplace presence and a broader catalog point to investment in repeatable offerings.

Innovation-Driven Growth: Offerings emphasize AI agents, RAG/evaluation, and an OpenTelemetry‑aligned AI observability suite aimed at regulated settings. This focus aligns with current enterprise AI needs and indicates ongoing product and capability innovation.

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: Feedback suggests D&B is broadly viewed as a category leader in commercial business identity, risk/credit, and KYC data, anchored by the D‑U‑N‑S identifier and extensive global coverage. Independent analyst recognition and deep enterprise adoption indicate an entrenched role across core workflows.

Strategic Partnerships: Feedback suggests D‑U‑N‑S and D&B’s entity‑resolution are embedded in major data/AI marketplaces and financial data partnerships. These integrations reinforce its foundational position in B2B data plumbing and extend distribution across ecosystems.

Resilient & Sustainable Growth: Feedback suggests revenue and organic growth were modest but positive into 2025, with indications of margin improvement. Guidance and early‑2025 results pointed to continued low single‑digit organic expansion.

Investor Backing & Capital Strength: Recent $260M Series F with strategic investors like NVIDIA, AMD, Snowflake, and Databricks is presented as strong validation and provides resources to scale the Business AI Cloud.

Product Line Growth: The launch of the Business AI Cloud and acquisitions of ActionIQ, Infoworks, Orby AI, and the intent to acquire Autonom8 expand capabilities across CDP, data engineering, and agentic automation.

Strong Market Position & Advantage: Leader recognition in the 2026 Gartner Magic Quadrant for CDPs (via ActionIQ) and prior Forrester Wave leadership reinforce credibility in the data layer that underpins AI-driven CX.

Resilient & Sustainable Growth: Colleagues are often seen as delivering steady, continued expansion, with revenue increasing year-over-year through 2024 and into 2025 despite a subdued IT services market. Growth is also framed as durable due to continued analyst expectations for further expansion and management guidance indicating continued momentum.

Diversified Customer Base: Colleagues are often seen as benefiting from low dependency on any single client, with limited concentration among the largest accounts. The presence of many sizeable client relationships (including a large cohort of €1m+ clients) supports resilience in demand fluctuations.

Profitability: Colleagues are often seen as improving operating performance, with stronger adjusted EBITDA margins and rising EBIT in later 2025 periods. Margin expansion is linked to higher utilization and operational improvements that lifted profitability even when net profit was affected by non-operational items.