Top Machine Learning Companies in Chicago, IL (137)

Strong Revenue Growth: Q2 2026 total net revenue rose 4% sequentially to $15.9 billion. Integration of Discover and Brex contributed to higher non‑interest income and broader payments capabilities.

Profitability: Q2 2026 net income reached $3.0 billion, up from $2.2 billion in Q1 2026, alongside a net interest margin of 8.01%. Management also cited strong credit performance, including a $662 million reserve release.

Market Expansion: Acquisition‑driven scale is broadening reach, with the Discover deal (closed May 18, 2025) and Brex (closed April 7, 2026) adding network and corporate card/spend‑management capabilities. Balance‑sheet growth continued in Q2 2026 as period‑end loans rose 2% to $457.2 billion and total assets reached $673.8 billion.

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 Market Position & Advantage: After closing the SP+ take‑private in May 2024, the company states it became the largest parking network/operator in North America with 4,000+ locations, later citing 4,200+ locations and about $5B in annual payments. This scale provides reach to 50M+ consumers and a platform for broad deployment of its AI-driven model.

Investor Backing & Capital Strength: In November 2025, the company announced $1.6B in new capitalization (a $1.1B Term Loan B plus a $500M Series D) to accelerate expansion beyond parking. Earlier financing linked to the SP+ acquisition further underscores substantial access to capital.

Market Expansion: The platform is extending into adjacent sectors—retail, hospitality, fueling, mobility, and aviation—with moves such as the Joby Aviation partnership to develop 25 vertiport sites. Acquisitions like Oosto broaden capabilities supporting expansion beyond core parking.

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.

Strong Revenue Growth: Revenue expanded rapidly, with FY2025 up 83% to about $1.27B and Q1/Q2 2026 up 36% and 22% year over year, respectively. Management also raised 2026 revenue guidance to approximately $1.595–$1.605B.

Diversified Revenue Streams: Both Diagnostics and Data & Applications are expanding, with Diagnostics up 34.7% in Q1 and 20% in Q2 2026 and Insights/data licensing up 36% in Q2 alongside about $200M in new licenses. Rising oncology test volumes (28–31% YoY) and accelerating MRD tests (~4,700 in Q4 2025 to ~9,000 in Q2 2026) reinforce multiple growth engines.

Profitability: The company achieved its first GAAP-profitable quarter in Q2 2026 (net income about $5.6M; Adjusted EBITDA ~$8.0M). Guidance points to further improvement in 2026, indicating progress toward sustained profitability.

Strong Hiring & Retention: Active job postings, a new Chicago West Loop office, and multi-office listings point to ongoing team expansion from a small base. These signals indicate organizational build-out across product, engineering, and go-to-market roles.

Future-Ready Strategy: A ready-to-run agent platform positioned in the agentic AI segment with broad app integrations and enterprise security/compliance cues aligns the company with accelerating market demand. The focus on rapid deployment and operational depth suggests preparedness for evolving enterprise needs.

Investor Backing & Capital Strength: Company materials cite seed/venture backing and recognizable Chicago investors, indicating access to external capital. While amounts and rounds are not publicly detailed, the presence of backing supports continued early-stage scaling.

Diversified Customer Base: Customer count expanded from more than 1,200 brands in 2023 to 1,600+ by 2026, indicating broader adoption across regions and modes.

Innovation-Driven Growth: Multiple 2026 launches—Loft AI, Inventory Twin enhancements, and an agentic ocean booking platform—signal an active roadmap and continued go‑to‑market motion.

Strong Market Position & Advantage: Being named a Leader in Gartner’s 2024 Magic Quadrant for RTTVPs reflects established competitive standing heading into 2025.

Innovation-Driven Growth: Recent announcements of an AR “Command Center,” a Trade Reference Network, and AI-assisted cash application point to ongoing R&D and platform advancement. These 2024–2026 releases emphasize automation and signal continued investment in product innovation.

Strategic Partnerships: A certified integration with Avalara in May 2026, alongside partnerships with Plaid, GIACT, and Mastercard/Ekata, indicates an expanding ecosystem and go-to-market reach. These collaborations suggest maturing integrations that extend functionality and distribution.

Product Line Growth: Multiple 2026 releases (e.g., AR “Command Center,” Trade Reference Network) and added workflows broaden the platform footprint across credit, AR, and compliance. This cadence points to a widening solution set addressing more of the order-to-cash lifecycle.

Strong Revenue Growth: Revenue momentum is described as 14 consecutive quarters of year-over-year growth through mid-2026, indicating sustained top-line expansion. Company communications around 2024–2025 also point to continued growth tied to newer curation and targeting tools.

Innovation-Driven Growth: Product launches and repositioning—such as OpenXSelect (curation/targeting), ConteX (contextual marketplace), and the 2026 “Intelligent SSP” with new AI capabilities—signal active investment to deepen buyer demand and publisher monetization. These moves broaden use cases in curation, contextual activation, and AI-driven workflows.

Strong Hiring & Retention: Headcount and hiring signals trend upward versus 2024, with active postings and fastest growth in Mexico in 2026. Multiple 2025–2026 senior hires and promotions across product, partnerships, CTV/curation, buyer development, and marketing are explicitly tied to growth objectives.

Strong Revenue Growth: Revenue is rising at strong double-digit rates year over year across 2025 and into mid-2026, with management increasing its outlook for 2026. Broad-based increases in originations and receivables support the top-line trajectory.

Profitability: Net income, EPS, and adjusted EBITDA are up meaningfully, and margins improved alongside stable-to-better credit metrics. This points to growth converting into stronger earnings rather than only volume expansion.

Resilient & Sustainable Growth: Multiple consecutive quarters of elevated originations and EPS growth, on top of a larger 2025 base, indicate durable momentum. Management highlights strong credit performance as a foundation for continuing expansion.

Investor Backing & Capital Strength: Large late-stage financing and valuation momentum signal strong access to capital, including a $250M Series E and corroborated unicorn-scale valuations. Capital depth is further reinforced by indications of continued fundraising interest.

Strategic Partnerships: Embedded distribution with Zillow Rentals’ AI Assist, powered by EliseAI, is reported to drive higher renter engagement and application behavior. Such channel access expands reach and evidences measurable impact in real-world funnels.

Strong Revenue Growth: Company disclosures indicate surpassing $200M in ARR with continued acceleration from earlier milestones. Adoption signals across large operators align with sustained top-line expansion.

Diversified Revenue Streams: The company operates multiple brands—CreditNinja (consumer lending), NinjaCard (banking plus a revolving line of credit), and EDGE (B2B underwriting/analytics)—broadening monetization beyond a single product. Public materials describe this as a multi-pronged platform spanning both consumer and enterprise lines.

Product Line Growth: Product updates such as NinjaCard’s FlexLine/FlexBanking and EDGE’s 2026 lead-screening/address-verification upgrade indicate ongoing expansion of offerings. Recent app/site updates and feature rollouts point to active development rather than a static portfolio.

Strategic Partnerships: Relationships with Republic Bank of Chicago (deposits/debit) and First Electronic Bank (lines of credit), plus integrations like Smarty and the adoption of Sparkling Logic’s SMARTS, support partner-enabled scaling. These arrangements extend program reach without requiring a bank charter.

Strong Hiring & Retention: Active hiring and a mid-200s employee footprint are evident, indicating ongoing talent expansion and the capacity to staff growth initiatives. Feedback suggests roles span engineering and program management rather than a freeze.

Strategic Partnerships: Extensive integrations and stated relationships with Tier-1 carriers are emphasized, underscoring a partnership-led go-to-market. Feedback suggests this ecosystem position supports adoption among large enterprises and regulated industries.

Innovation-Driven Growth: Ongoing development of FreeClimb, analytics, and voice-quality capabilities is highlighted, reflecting continued R&D momentum. Feedback suggests recent documentation updates, compliance achievements, and patent activity signal investment aimed at future growth.

Strong Revenue Growth: Company communications describe ARR more than tripling in 2025, marking its strongest year to date. These disclosures point to clear top‑line momentum into 2026.

Product Line Growth: Announcements highlight expanded AI functionality for healthcare in June 2026 alongside ongoing platform updates. This indicates continued investment in new capabilities and vertical depth.

Strong Hiring & Retention: Multiple senior appointments in mid‑2026, including an EVP of Technology & Operations and additional leadership roles, suggest active scaling of the executive and technical bench. References to broader team expansion reinforce organizational build‑out.

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 network is expanding with 14,669 new retailer locations and 1.6 million new customers added in 2025, alongside claims of 100,000+ participating locations and reach to tens of millions of consumers. New 2026 rollouts such as Save Mart’s nearly 200 stores and a New Jersey fuel model with QuickChek illustrate continued geographic and category expansion.

Strategic Partnerships: Recent additions and expansions with The Save Mart Companies, Coen Markets, Wendy’s via Meritage, and Desert De Oro Foods, plus integrations with Varo Bank and Marqeta, broaden access beyond the standalone app. Partnerships with platform players (e.g., Uber) and fuel brands support scaled distribution across verticals.

Product Line Growth: Growth is expanding beyond fuel, with restaurant transactions up 64% year over year in July 2025 and over half a million grocery offers claimed monthly. Ongoing grocery and QSR additions in 2026 are positioned to further lift non‑fuel transactions.

Strategic Partnerships: Lumen packages Prosodica Analytics in its Contact Center Intelligence, and the site highlights Five9 Accredited ISV status alongside Speechmatics and new SymTrain integrations, extending distribution and solution depth. These ties indicate active go-to-market leverage across carrier, CCaaS, and parent-ecosystem channels.

Product Line Growth: The platform has broadened beyond core analytics to Operational Intelligence, Behavioral Coaching, Conversion Optimization, Self-Service, Compliance, and Real-time Guidance, with additions like Auto-Evaluation and Engage. This expansion points to a maturing offering mapped to QA, coaching, and compliance workflows.

Innovation-Driven Growth: Materials describe sustained AI investment (e.g., GPT-3 usage since 2020), a test-and-learn culture, and new AI capabilities for automated QA and coaching. Ongoing 2026 studies, content, and integrations reinforce an innovation cadence rather than stagnation.