Top Machine Learning Companies in Melbourne (24)

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 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.

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: Revenue is on a clear upward trajectory, with estimates rising from 2024 through 2025, leadership guiding to a substantially larger 2026, and a stated path toward $1B by 2028. This momentum is tied to increasing orders, expanding programs, and a growing mix of software and systems.

Investor Backing & Capital Strength: A multi‑billion‑dollar capital package closed in March 2026, including a $1.5B Series G at a $12.7B valuation plus additional preferred equity and a delayed‑draw facility. This financing depth provides runway to scale autonomy software, aircraft programs, and the Aechelon acquisition.

Market Expansion: Operations and sales expanded internationally with new contracts across allies including Romania, Japan, Greece, and Canada, while U.S. traction includes Air Force CCA autonomy selections and a Navy contract to further develop X‑BAT. Over time, these moves broaden geographic reach and platform adoption.

Strong Revenue Growth: Revenue accelerated 22% year over year in Q2 2026 to $98.7 million, which management called the strongest quarterly growth in over four years, and full‑year 2026 revenue guidance was raised to $400–$410 million. GMV reviewed also increased 13% year over year, reinforcing top‑line momentum.

Healthy Cash Flow: Q2 2026 delivered $12.9 million in free cash flow, and the company ended the quarter with roughly $223.6 million in cash and investments with no debt. Management also signaled expectations for robust full‑year cash generation.

Market Expansion: New logo wins across regions and verticals, growth in non‑card/ACH risk models, and adoption of the ARIA AI assistant contributed to Q2 performance. Recent partnerships (e.g., Marqeta; SB Payment Service; Paygent; Outpayce/Amadeus) further broaden distribution and demand.

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.

Strong Revenue Growth: Product revenue is re-accelerating, with the latest quarter marking the strongest sequential dollar increase in the company’s history and full-year guidance raised. Management also lifted the non-GAAP operating-margin outlook, reinforcing confidence in near-term growth.

Customer Loyalty & Retention: Expansion within existing accounts remains robust, with net revenue retention well above 100% and a growing cohort of large customers generating $1M+ in product revenue. Substantial remaining performance obligations add visibility to continued usage.

Strong Market Position & Advantage: The company is positioned as a Leader in Gartner’s Cloud DBMS assessment and reports deep penetration among Global 2000 enterprises. Ongoing AI and ecosystem momentum, plus multi‑cloud reach, support competitive differentiation.

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.

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.

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.

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.

Strong Revenue Growth: Independent analyses and business press describe rising annualized revenue from 2024 into 2025, indicating sustained double‑digit momentum. This trajectory is repeatedly cited alongside multi‑year profitability signals.

Strong Market Position & Advantage: Sources characterize Canva as a category leader in web‑first visual communication with very large user reach and broad Fortune 500 penetration. Private‑market valuation step‑ups and widespread adoption across education, SMBs, and enterprises reinforce this position.

Product Line Growth: The company has expanded beyond its core editor via the Affinity acquisition and launches like a “Creative Operating System,” deeper AI features, and new tools such as Sheets and Code. These additions extend coverage from easy graphics into professional workflows and enterprise offerings.