Top Machine Learning Companies in Melbourne (24)
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: Recent results show operating revenue rising at double‑digit rates across FY2025 and FY2026, with annualized recurring revenue increasing even faster. Growth is supported by both subscriber additions and higher average revenue per customer.
Healthy Cash Flow: Free cash flow increased year over year, indicating stronger cash generation alongside expansion. Reported figures highlight rising cash metrics even as the company scales investments.
Market Expansion: International revenue and subscribers continued to grow, with substantial gains outside Australia/New Zealand and ongoing progress in the U.S. aided by product and acquisition initiatives. Regional momentum in markets like the UK and North America underscores a widening footprint.
Riskified (NYSE:RSKD) empowers businesses to unleash ecommerce growth by outsmarting risk. Many of the world’s biggest brands and publicly traded companies selling online rely on Riskified for guaranteed protection against chargebacks, to fight fraud and policy abuse at scale, and to improve customer retention. Developed and managed by the largest team of ecommerce risk analysts, data scientists and researchers, Riskified’s...
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Riskified's Top Stability & Growth Strengths
Strong Revenue Growth: Revenue accelerated in 2026, with Q2 delivering the fastest quarterly growth in more than four years and first-half revenue above the prior year. Management raised full-year 2026 revenue guidance after Q2.
Healthy Cash Flow: Operations generated positive free cash flow in Q2 and the first half, and the company ended June 2026 with roughly $223.6M in cash and no debt. Adjusted EBITDA also improved year over year.
Product Line Growth: Customers are adopting additional products and certain verticals (Digital Finance and Tickets & Travel) showed particularly strong momentum. Management highlighted rising multiproduct usage alongside core transaction-risk offerings.
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,...
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Genius Sports's Top Stability & Growth Strengths
Strong Revenue Growth: Reported results show consistent top-line increases through 2025 and into 2026, including a sharp acceleration in Q2 2026. Guidance was raised above $1B for 2026, underscoring momentum.
Strategic Partnerships: Long-term, often exclusive relationships with tier‑one rights holders such as the NFL (through 2029), Football DataCo/Premier League (through 2029) and the NCAA (through 2032) reinforce commercial visibility. These agreements expand distribution and underpin growth across betting and media.
Innovation-Driven Growth: Product advances like GeniusIQ, BetVision, and Second Spectrum tracking are cited as drivers of expanding media and betting solutions. This innovation push aligns with rapid Media segment growth and broader market expansion.
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
Profitability: The company is described as privately held, profitable, and debt-free, indicating a solid financial base. This positioning supports continued investment without reliance on external financing.
Strong Revenue Growth: Revenue is reported above $1 billion with indications of year-over-year increases into 2024 and sustained scale into FY2025, while cloud segments are noted as expanding strongly. These signals point to ongoing top-line momentum.
Market Expansion: Operations span 28 countries with 38 offices serving customers in 80+ countries, alongside recent moves such as a dedicated public-sector subsidiary and added international presence. This footprint suggests continued geographic and channel growth.
At Shield AI, 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...
Shield AI's Top Stability & Growth Strengths
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.
We are a biological computing startup putting live neurons into chips to revolutionise computing. Welcome to the post-silicon age.
Our Performance is Our Promise: At Kodexo Labs, we believe results speak louder than words. By delivering cutting-edge AI software development and digital solutions, we empower startups and enterprises to overcome challenges and scale with confidence. We value our clients' time, goals, and trustoffering smart, scalable solutions that drive real business outcomes. Driving Growth Through Innovation: Were proud of what weve accomplished by pushing...
Social Discovery Group (SDG) is a group of social discovery companies. SDG solves the problem of loneliness, isolation, and disconnection - transforming virtual intimacy into the new normal. SDG products redefine the way people interact and connect with each other. Our portfolio includes social entertainment platforms designed to connect people online across different cultures in different parts of the world. We bring...
Social Discovery Group's Top Stability & Growth Strengths
Market Expansion: Geographic moves like the Kiseki launch in Japan and a footprint claimed across 150 countries indicate active entry into new markets. M&A and rollouts across regions reinforce expansion beyond core geographies.
Product Line Growth: Company materials indicate the portfolio has increased from “40+” to “60+” brands, reflecting steady additions to its product lineup. Ongoing launches across niches and regions support a broader, multi‑brand growth model.
Innovation-Driven Growth: Rebranding toward social discovery and initiatives like SDG Lab point to investment in AI, video, gamification, and livestreaming experiences. New product rollouts leveraging these features suggest a pipeline oriented toward innovation‑led expansion.
BCG X is the tech build & design unit of BCG. Turbocharging BCG’s deep industry and functional expertise, BCG X brings together advanced tech knowledge and ambitious entrepreneurship to help organizations enable innovation at scale. With nearly 3,000 technologists, scientists, programmers, engineers, and human-centered designers located across 80+ cities, BCG X builds and designs platforms and software to address the world’s...
Aristocrat Leisure Limited is an ASX20 listed company and one of the world’s leading providers of gaming solutions. We’re licensed in over 300 jurisdictions and operate in over 90 countries around the world. We’re also proud to have a team of over 6500 employees that deliver outstanding results by pushing the boundaries of innovation, creativity and technology each day. We...
Aristocrat's Top Stability & Growth Strengths
Strong Revenue Growth: Feedback suggests revenue has been rising across recent fiscal periods, including constant-currency growth and contributions from acquisitions like NeoGames. Results also indicate momentum in core segments with increasing sales and market share in key regions.
Profitability: Profit metrics such as NPAT, EBITDA, and margins are described as improving, indicating earnings growth alongside revenue expansion. Cash generation appears strong enough to support shareholder returns and reinvestment.
Strong Market Position & Advantage: The company is often characterized as a global leader, particularly in land-based gaming with dominant positions in North America and solid presence in digital. Investments in R&D and recognized cabinet and content performance support a durable competitive edge.
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As the leader in Unified Data Analytics, Databricks helps organizations make all their data ready for analytics, empower data science and data-driven decisions across the organization, and rapidly adopt machine learning to outpace the competition. By providing data teams with the ability to process massive amounts of data in the Cloud and power AI with that data, Databricks helps organizations...
Databricks's Top Stability & Growth Strengths
Strong Revenue Growth: Revenue run-rate is reported to have climbed from roughly $4.8B in late 2025 to about $7B by August 2026, indicating acceleration rather than slowdown. Disclosures also point to positive free cash flow over the last 12 months, supporting growth quality.
Strong Market Position & Advantage: Repeated recognition as a Leader by major analysts (e.g., Gartner and IDC) alongside broad enterprise adoption, including tens of thousands of organizations and a large share of the Fortune 500, signals a top-tier position in data and AI. Strength is most pronounced in lakehouse, AI/ML, and data engineering use cases.
Investor Backing & Capital Strength: Multi‑billion‑dollar rounds in late 2025 and August 2026 materially increased valuation and added substantial capital. These financings are framed as fuel for continued expansion in products like Lakebase, Genie, and AI governance.
We are a niche, AWS data and analytics partner that specialises in helping public sector customers to unlock their vast data repositories and use the insights gained to drive better service delivery and improved programme outcomes. We use our data, analytics, AI/ML and IoT powers for good i.e. we don’t take on work where it’s clear that the outputs of what...
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Autodesk makes software for people who make things. If you’ve ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched a great film, chances are you’ve experienced what millions of Autodesk customers are doing with our software. Autodesk gives you the power to make anything. Over 100 million people use Autodesk software like AutoCAD, Revit, Maya, 3ds...
Autodesk's Top Stability & Growth Strengths
Strong Revenue Growth: Financial results indicate sustained year-over-year top-line expansion with momentum carrying into recent periods. Management has guided the next fiscal year higher, and remaining performance obligations increased, supporting visibility.
Healthy Cash Flow: Free cash flow expanded meaningfully alongside rising billings and a growing subscription base. Stronger cash generation and backlog underscore resilience in funding product and ecosystem investments.
Strong Market Position & Advantage: Independent analyst recognitions and broad adoption in AEC/BIM and CAD show Autodesk’s leadership, with Construction Cloud, Revit, and AutoCAD deeply embedded. Media and entertainment tools remain widely used standards, and competitive assessments place the company among leaders across key segments.
Dataminr -- long recognized as one of the world’s leading artificial intelligence (AI) startups -- puts real-time AI and public data to work for our customers, generating relevant and actionable alerts for thousands of users working in more than 100 countries for hundreds of client organizations--spanning global corporations, public sector agencies, NGOs, and newsrooms. As 2020 taught us, the unexpected can...
Aiculus helps organisations fully utilise technology in a secure manner. Our specialty is applying advances in Artificial Intelligence to secure APIs. Our mission is to help organisations take full advantage of advances in technology while securely protecting their privacy, data and systems. To support our broader mission, we also provide customised Cyber Security and Artificial Intelligence services.
The PI.EXCHANGE AI & Analytics Engine (the Engine) is a Data Science and Machine Learning (ML) platform that empowers everyone, even novice users, to affordably build high-performance ML applications in minutes or hours, not weeks or months - no coding required. The easy-to-use connected toolchain provides everything you will need to go from raw data to predictions and insights within...
Genesys® empowers more than 8,000 organizations worldwide to create the best customer and employee experiences. Genesys Cloud™ is the Agentic Orchestration Platform that securely connects people, systems, data and AI across the enterprise with built-in governance and control. As a result, organizations can drive customer loyalty, growth and retention while increasing operational efficiency and teamwork across human and AI workforces....
Genesys's Top Stability & Growth Strengths
Strong Revenue Growth: Observations indicate Genesys Cloud ARR advanced consistently across recent quarters with rising total company revenue and expansion via multiple large enterprise deals, including eight‑figure annual contracts. Feedback suggests high net revenue retention and a growing cohort of million‑dollar ARR customers underpin momentum.
Innovation-Driven Growth: Observations highlight rapid adoption and monetization of Genesys Cloud AI, with AI ARR outpacing the broader platform and strong uptake of Agent Copilot and automation. Frequent delivery of new AI capabilities and features appears to accelerate platform expansion and cross‑sell.
Strong Market Position & Advantage: The company is repeatedly recognized as a Leader by major analyst firms across CCaaS and conversational AI categories. This standing is reinforced by broad global adoption, blue‑chip wins, and continued scale milestones.
LexX Technologies are a native AI SaaS company revolutionising the way maintenance works in our chosen industries. We provide Digital Intelligence for Maintenance, enabling our clients to achieve optimised uptime and on-time performance from their complex asserts and equipment. Our flagship product, xAssist, is a Generative Co-Pilot for maintenance technicians. It is purpose built and leverages the latest in Artificial...
Mediaocean is the mission-critical platform for omnichannel advertising. With more than $200 billion in annualized media spend managed through its software, Mediaocean connects brands, agencies, media, technology, and data. Using AI and machine learning technology to control marketing investments and optimize business outcomes, Mediaocean powers campaigns from planning, buying, ad serving, and creative personalization to analysis, optimization, invoices, and payments....
Dun & Bradstreet, a leading global provider of business decisioning data and analytics, enables companies around the world to improve their business performance. Dun & Bradstreet’s Data Cloud fuels solutions and delivers insights that empower customers to accelerate revenue, lower cost, mitigate risk, and transform their businesses. Since 1841, companies of every size have relied on Dun & Bradstreet to...
Dun & Bradstreet's Top Stability & Growth Strengths
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.
