Top Machine Learning Companies in Singapore (81)

Strong Revenue Growth: Revenue rose 31% year over year to NZ$2.75–2.80 billion, alongside 37% AMRR growth and a 23% uplift in average revenue per customer. Customers increased 11% to about 4.92 million, reinforcing top-line momentum.

Healthy Cash Flow: Free cash flow reached NZ$554 million in FY26, increasing from the prior year. Adjusted EBITDA also grew 18% to NZ$757 million, indicating strong cash generation while scaling.

Market Expansion: Growth accelerated in the U.S. (including Melio payments) with continued double‑digit momentum in ANZ and the UK. Net additions of 506,000 in FY26 and a 4.92 million customer base highlight expanding regional reach.

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: ARR is described as rising from over $300M in 2025 to over $400M by mid-2026, alongside large-scale telemetry usage that signals expanding adoption. This trajectory indicates sustained top-line expansion through 2026.

Innovation-Driven Growth: AI-led capabilities such as Edwin AI are portrayed as a meaningful driver of bookings with rapid recurring revenue momentum, and the company is advancing an “Autonomous IT” roadmap. Continued AI feature launches through 2026 point to product-led expansion.

Investor Backing & Capital Strength: An $800M financing in late 2024 at around a multi‑billion valuation provides resources to accelerate platform expansion, acquisitions, and entry into new markets. This capital base supports ongoing scaling initiatives.

Strong Revenue Growth: Management disclosed 11 consecutive quarters of top-line expansion as of Q2 2026, with guidance indicating continued increases post‑IPO. Observations across filings and coverage describe multi‑quarter momentum rather than a one‑off spike.

Investor Backing & Capital Strength: A completed IPO and a prior minority investment from General Atlantic alongside Blackstone signal institutional confidence and provide balance‑sheet flexibility. Proceeds were used in part to reduce debt, supporting capacity for further expansion.

Innovation-Driven Growth: The Cortex AI platform is presented as a core differentiator driving performance gains across a unified DSP/SSP stack. Product updates and shortened learning cycles are highlighted as catalysts for advertiser and publisher adoption.

Resilient & Sustainable Growth: Growth is described as measured and predictable, with signals such as modest headcount expansion, sustained operating scale, and continued momentum rather than volatility.

Innovation-Driven Growth: Recent major releases across IRIS/IRIS for Health/Health Connect and new AI-focused offerings indicate ongoing R&D velocity that broadens capabilities and use cases.

Strong Market Position & Advantage: Repeated industry accolades for Shared Care Records/HIE and regional acute EHRs in 2026 point to durable competitive standing in core healthcare markets.

Strong Revenue Growth: Record fiscal Q3 2026 revenue of $41.46B with GAAP net income of $28.24B and guidance to roughly $50B for Q4 signal sharp top-line acceleration. Momentum spans data center, client/mobile, and automotive/embedded, reflecting broad-based demand.

Innovation-Driven Growth: Emphasis on high-bandwidth memory and advanced DRAM/NAND for AI data centers, including 1‑gamma DDR5 RDIMMs and an HBM4/HBM4E roadmap, anchors growth in the fastest-ramping segments. Company materials and Computex updates highlight next‑gen shipments and timelines aligned to AI infrastructure build‑outs.

Strategic Partnerships: Long‑term strategic customer agreements with automotive players (e.g., Qualcomm, HARMAN, Hyundai Mobis, Ford) and collaborations with Intel and AMD enhance demand visibility and ecosystem reach. New U.S. commitments of up to $3B to strengthen the semiconductor ecosystem underscore expanding supply‑chain partnerships.

Strong Revenue Growth: Revenue accelerated across early 2026, with Q2 performance surpassing guidance and prompting management to raise the full‑year outlook to around $1 billion of revenue and higher adjusted EBITDA. Guidance increases followed multi‑quarter momentum from 2025 into 2026.

Diversified Revenue Streams: Media Technology grew sharply with stronger advertising demand and the Legend acquisition, while expansion into prediction markets adds a new category beyond core betting data. This mix shift broadens exposure beyond a single segment and supports the higher full‑year targets.

Innovation-Driven Growth: New offerings such as GeniusIQ, Moment Engine, and BetVision—alongside price‑led renewals and expanded services in Betting Technology—are identified as key drivers of segment gains. Product momentum in ad tech and data‑rich streaming is contributing meaningfully to growth.

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.

Market Expansion: The company is scaling across Europe, North America, and Asia‑Pacific, entering Japan and formalizing three autonomous regional business units with on‑the‑ground offices (e.g., Austin, Singapore, Tokyo/Sydney). Power-market activity broadened with 24/7 coverage across 35 power and 16 gas markets, signaling continued international growth.

Investor Backing & Capital Strength: A minority stake from Goldman Sachs and a sizeable equity base with high solvency provide capacity to fund growth and manage risk through cycles. Despite calmer markets, results stayed within target ranges and guidance for 2025 implies recovery potential.

Innovation-Driven Growth: A tech‑centric “EnergyTech” model—proprietary algorithms, automation, AI, and weather intelligence—underpins short‑term trading and renewables asset management. Expansion of PPAs and environmental products, plus integration of wind/solar/batteries, indicates a scalable, innovation-led growth path.

Strong Revenue Growth: Revenue run rate is repeatedly described as surging into the tens of billions, with estimates around $25–$40B and rapid acceleration from late 2025 into 2026, fueled by commercial demand for ChatGPT and APIs. This points to steep year-over-year scaling and a rising enterprise mix.

Investor Backing & Capital Strength: Multi‑billion‑dollar financings and tenders at an approximately $852B valuation, alongside marquee partnerships with hyperscalers and chip providers, underscore deep access to capital. These events are positioned to fund large‑scale compute, data centers, and talent for continued expansion.

Strong Market Position & Advantage: OpenAI is consistently portrayed as a primary market leader with massive user reach and broad enterprise adoption, including significant Fortune 500 penetration. Distribution via major platforms and integrations further reinforces its competitive stance even amid tight rivalry.