Top Machine Learning Companies in Chicago, IL (146)

Strong Revenue Growth: Revenue is considered to be on an upward trajectory, with sales increasing in 2025 and continuing to rise into the second quarter of 2026. Company updates also indicate an improved full-year outlook, pointing to sustained top-line momentum.

Market Expansion: Geographic performance is described as broad-based, with emerging markets such as Latin America and AMEA cited as key contributors alongside gains in North America. Independent reporting notes that growth is supported across multiple regions rather than a single market alone.

Strong Market Position & Advantage: Category leadership in biscuits and a top-tier position in chocolate, supported by globally recognized brands, are portrayed as competitive advantages. This scale and brand portfolio underpin international distribution across more than 150 countries, aiding growth.

Strong Revenue Growth: Recent results indicate revenue increased year over year and sequentially, with quarterly revenue reaching roughly the mid‑teens in billions and full-year 2025 revenue rising markedly versus 2024. Earnings also improved in recent quarters alongside higher lending activity.

Market Expansion: The Discover acquisition expanded scale and added a proprietary payment network, with payment‑network volume increasing sharply as Capital One debit customers moved onto the Discover rails. Lending and purchase volumes also grew across cards, consumer banking, and auto, indicating broader reach.

Strong Market Position & Advantage: Capital One holds a leading position in U.S. credit cards and consumer banking, becoming the largest U.S. credit card issuer by balances after integrating Discover. This scale, combined with strong transaction activity, supports a durable competitive footprint.

Strong Revenue Growth: Reported ARR surpassed $200 million in June 2026 with five consecutive years of 100% year-over-year growth, indicating rapid scaling. Adoption breadth, including claims of powering one in six U.S. apartments, reinforces the commercial momentum behind that trajectory.

Investor Backing & Capital Strength: A $350 million round in September 2026 at a $4 billion valuation, with major existing investors participating alongside Ontario Teachers’ Pension Plan, underscores substantial access to capital. This financing signals strong confidence to fund continued product development and go-to-market expansion.

Market Expansion: Reach reportedly grew from about one in twelve U.S. apartments in 2024 to one in six in 2026, alongside plans for a second engineering hub in San Francisco. The company is also expanding from leasing into broader property-management workflows and healthcare administration.

Diversified Revenue Streams: The company operates multiple brands—CreditNinja (consumer lending), NinjaCard (banking/credit), and EDGE (B2B analytics)—creating several avenues to monetize. This breadth extends it beyond a single-product lender and provides multiple channels for growth.

Product Line Growth: Expansion into business-to-business analytics through EDGE, including its 2023 shift to consumer reporting agency status, indicates ongoing product development. Reported coverage of 3M+ credit applications and $500M+ in associated originations underscores traction for newer offerings.

Strong Hiring & Retention: Active recruitment in 2026 across strategy, operations, product, and data roles, alongside roughly 142 employees listed on LinkedIn, points to continued investment in capability. Hiring across lending, analytics, and operations suggests scaling rather than mere maintenance.

Market Expansion: Retailer participation expanded from over 50,000 locations in 2022 to about 100,000 by 2025, with 14,669 new locations added in 2025 and rollouts such as The Save Mart Companies’ nearly 200 stores. Feedback suggests consumer reach remains large at around 35 million, alongside substantial transaction and return-visit activity reported for 2025.

Strategic Partnerships: Partnerships and integrations with retailers and financial/tech platforms (e.g., Save Mart, Cary Oil expansion, Marqeta, Varo Bank, and distribution through Uber/Chime/Instacart) broaden access and deepen adoption. Feedback suggests existing partners are scaling usage and piloting new offer models, such as QuickChek’s fuel-offer approach.

Product Line Growth: Expansion beyond fuel into restaurants and grocery shows momentum, with reported year-over-year restaurant transaction gains and high volumes of grocery offers claimed monthly. Feedback suggests new product moves and category breadth (including hardware) are contributing to diversified growth.

Strong Revenue Growth: Quarterly revenue increased materially year over year in Q2 2026, and full-year 2025 sales also rose. The acceleration into 2026 alongside expanding user metrics signals momentum in top-line performance.

Healthy Cash Flow: Free cash flow turned positive and expanded meaningfully versus the prior year, alongside a large step-up in adjusted EBITDA. This points to improving cash generation and operating efficiency.

Diversified Revenue Streams: Subscriptions and other direct revenue grew much faster than advertising, with products like Snapchat+, Lens+, and Memories contributing significantly. This diversification reduces sole dependence on the ad cycle and broadens monetization levers.

Strong Hiring & Retention: Hiring across product, engineering, and AI sales, a reported team size in the 20–25 range, and a new Chicago West Loop office point to tangible team expansion. Feedback suggests the organization is investing beyond a founder-only stage and building go-to-market capacity.

Product Line Growth: A February 2026 public launch and marketed workflows across sales, support, and operations with 1,300+ integrations indicate a shift from development to commercial distribution. Materials also show the offering broadening into multiple operational use cases.

Investor Backing & Capital Strength: References to Canvas Ventures and named investor support signal external capital and ecosystem ties. Inclusion in third-party company databases and investor quotations reinforce the presence of funding even though specific amounts are undisclosed.

Strong Revenue Growth: Revenue surpassed $1 billion in Q3 2026 for the first time, and annual revenue rose from about $2.1 billion in 2023 to $3.15 billion in 2025, with the first nine months of 2026 continuing to climb. This trajectory reflects momentum across multiple periods rather than a single-quarter spike.

Profitability: Net income and adjusted EPS increased faster than revenue in recent periods, and the net revenue margin improved year over year. These patterns point to expanding earnings alongside top-line growth.

Diversified Revenue Streams: Growth is broad-based across small-business and consumer lending, with both originations, receivables, and segment revenues rising in Q3 2026. The small-business portfolio represents a meaningful share of receivables and continues to scale.

Strong Revenue Growth: Net trading revenue rose from $2.235B in 2024 (+63% YoY) to about $3.12B in 2025 (+40% YoY), indicating rapid top-line expansion. Company reports and independent coverage describe two consecutive years of substantial increases.

Profitability: Net profit attributable to shareholders increased from $686M in 2024 to about $968M in 2025, showing earnings growth alongside revenue gains. This points to improved bottom-line performance even as the firm invests in capabilities.

Market Expansion: New and enlarged offices in New York, Hong Kong, and London, plus growth in India and Denmark, reflect a broader geographic footprint. Moves into foreign exchange, commodity derivatives, and approvals in China signal widening business coverage.

Investor Backing & Capital Strength: A $30 million Series B led by Battery Ventures, with participation from Bessemer Venture Partners and CRV, brought total announced funding to $48 million, signaling resources and confidence to fuel expansion. The company plans to deploy this capital into engineering in Redwood City and go-to-market expansion in Chicago.

Market Expansion: Availability in Canada with localized tax, payments, and address-lookup, alongside a footprint across the U.S., Canada, and the Caribbean, indicates a growing geographic reach. These moves reflect an intentional push to broaden the addressable market.

Diversified Customer Base: Serving more than 500 independent stores across paint, hardware, lumber, garden centers, and farm-and-feed suggests adoption beyond a single niche. A public client directory lists named businesses across these categories and regions.

Investor Backing & Capital Strength: Access to capital is described as strong, highlighted by approximately $1.6 billion in 2025 financing (a ~$500 million Series D plus a $1.1 billion term loan) at an estimated $5 billion valuation. This funding is positioned to support expansion beyond parking into areas such as airports, retail, fueling, hospitality, and drive‑throughs.

Strong Market Position & Advantage: Operating scale is portrayed as substantial after the SP Plus acquisition, creating 4,000+ locations and 20,000+ employees and later exceeding 4,200–4,500 locations. Combining this footprint with AI-driven, checkout‑free capabilities positions the company as a leading North American parking operator.

Market Expansion: Reach is widening with reported deployments at 100+ airports and moves into adjacent categories like fueling, drive‑throughs, hospitality, and retail. Reported growth to 21–30+ million members and continued location additions indicate an expanding addressable market.

Innovation-Driven Growth: Product expansion beyond shipment tracking into AI agents, inventory intelligence, automated ocean freight booking, and an Outcome-as-a-Service model reflects continued investment in new capabilities. These launches aim to deliver measurable operational results and deepen the platform’s role in supply-chain automation.

Strong Market Position & Advantage: Industry recognition such as a 2024 Leader placement in Gartner’s Real-Time Transportation Visibility Platforms and a 2026 Leader placement in Nucleus Research’s Control Tower matrix, alongside scale serving 1,600+ brands and millions of daily shipments, points to a durable competitive position. These signals indicate established enterprise adoption and credibility in core markets.

Strong Revenue Growth: The Indian subsidiary reported revenue rising from ₹124.4 crore in FY2024 to ₹147.4 crore in FY2025, evidencing tangible top-line expansion within that operation. While not a consolidated global view, this datapoint supports momentum in at least one major entity.

Strong Hiring & Retention: Hiring is active across software engineering, testing and infrastructure, technical project management, and network operations, with the careers page stating the company is growing and recruiting. Internship programs further indicate a continuing talent pipeline and investment in delivery capacity.

Product Line Growth: Offerings now span intelligent call routing, pre-call fraud detection and authentication, voice enhancement, conversation analytics, and programmable communications APIs. This broader portfolio points to ongoing development beyond traditional telephony services.

Strong Market Position & Advantage: Operating scale is described as processing billions of minutes annually and supporting roughly one in ten U.S. support calls, with integrations to major telecommunications carriers. These indicators suggest an established enterprise footprint.

Product Line Growth: The platform spans operational intelligence, behavioral coaching, conversion optimization, self-service enhancement, compliance management, and conversational guidance, indicating expansion beyond a narrow voice-analytics tool. Company materials through 2025–2026 also highlight automated QA and coaching capabilities that broaden the suite.

Strategic Partnerships: Relationships and integrations involving Lumen, Five9, Speechmatics, and a 2026 SymTrain collaboration point to an expanding ecosystem and co-developed solutions. These connections create additional routes to customers and embed the technology within established contact-center platforms.

Market Expansion: Inclusion in Lumen’s Contact Center Intelligence offering and a SymTrain solution available to both companies’ customers suggest widening distribution in the contact-center market. Ongoing participation in industry events and regional tech profiles reinforces active market presence.

Strong Revenue Growth: Sustained year-over-year revenue momentum is described across 12–14 consecutive quarters, pointing to ongoing top-line expansion. Additions of 200+ net-new brands and rising spend through supply-side targeting further support commercial traction.

Market Expansion: Geographic and sectoral reach is broadening, including a Mexico launch, international CTV growth across multiple countries, and scaling buyer-development efforts. Broad ecosystem participation is also noted across more than 200,000 premium publisher domains and over 100,000 advertisers.

Product Line Growth: New offerings such as OpenXSelect and OpenXBuild, alongside continued investment in AI-driven capabilities and global supply infrastructure, reflect active expansion of the product suite. Increased usage of curated deals and supply-side targeting indicates traction for these additions.

Strong Revenue Growth: Recent financial results highlight sustained top-line expansion with rising quarterly revenue and management increasing full‑year guidance, indicating momentum across 2025 and into 2026.

Diversified Revenue Streams: Growth is coming from both diagnostics and data licensing/AI applications, with testing volumes and data contracts expanding rather than reliance on a single line of business.

Customer Loyalty & Retention: Reported net revenue retention above 100% and sizable remaining contract value suggest existing pharmaceutical customers are deepening engagements.

Strong Revenue Growth: Reported annual recurring subscription and service revenue grew by more than 220% in 2025, resulting in ARR more than tripling. The increase is attributed to new and expanding relationships with private‑equity sponsors and their portfolio companies.

Market Expansion: Sponsor partnerships are described as having doubled, broadening commercial reach across private‑equity networks. The company also scaled geographically, adding offices in locations such as Chicago, New York, Toronto, Dallas, and Bengaluru.

Product Line Growth: New offerings include the Astradis platform, an AI‑powered pricing suite, expanded healthcare functionality, and the launch of Astra Labs. These additions broaden the addressable market and signal continued investment in AI‑driven solutions.

Product Line Growth: Multiple 2026 releases—such as the AR Command Center, enhanced credit‑review workflows, and a Plaid bank‑verification integration—point to ongoing expansion of receivables, credit risk, and data‑verification capabilities. Earlier AI‑assisted cash‑application additions reinforce a steady cadence of product investment.

Strategic Partnerships: A July 23, 2026 integration with Avalara expands tax‑exemption certificate management within Bectran’s workflows and strengthens ties to complementary enterprise software. Additional ecosystem links (e.g., Plaid and other data/payment providers) broaden functionality and potential routes to market.

Market Expansion: Serving more than 4,000 businesses and processing large annual invoice and payment volumes indicate a widening commercial footprint across distributors, manufacturers, and large enterprises. Repeated recognition on Construction Executive’s Top Tech list underscores continued visibility in core verticals.