
A competitive map of the freight-AI automation field, positioning Pallet against the venture-backed newcomers HappyRobot and Vooma, the entrenched TMS software vendors, and the offshore BPO shops that have long run the logistics back office. Pallet, a San Francisco startup that raised $27M Series B (bringing total funding to $50M), sells CoPallet, an 'AI workforce' that completes end-to-end logistics workflows inside TMS, WMS and ERP systems 10x faster and at roughly half the cost of human staffing. The story surveys how each rival attacks the same back-office spend and where Pallet's end-to-end, system-of-record approach differs.
RapidCanvas is an Austin-based enterprise AI company that helps businesses move from concept to production-ready AI solutions in weeks rather than months. Founded in 2021 by veterans of Simility (acquired by PayPal), it pairs a proprietary agentic AI platform with human experts through what it calls the Hybrid Approach - AI agents automate data preparation, modeling and workflow execution while human specialists handle strategy and governance. The company targets non-technical business users across manufacturing, financial services, retail, energy and logistics, and has raised over $23.5M including a $16M Series A led by Peak XV Partners.
Infor is a multinational enterprise software company that builds industry-specific cloud applications - ERP, supply chain, human capital management, and financials - for more than 60,000 organizations across manufacturing, healthcare, distribution, hospitality, and the public sector. Headquartered in Atlanta and owned by Koch Industries since 2020, Infor differentiates itself with 'micro-vertical' CloudSuites purpose-built for narrow industry niches and delivered on Amazon Web Services.
Pallet Atlas is a data intelligence platform for logistics that ingests operational data from TMS, WMS, ERP systems, email, and documents, then normalizes and connects customers, subsidiaries, facilities, lanes, and contracts into a single network model. It enriches that model with outside signals like spot rates, lane density, distribution center locations, and weather, and lets operators ask plain-English questions to surface hidden revenue opportunities in seconds instead of days.
Michael Mecca is the founder and CEO of PortPro, a Kearny, New Jersey based software company building a TMS purpose-built for drayage carriers and brokers. He grew up in his family's intermodal trucking business, Mecca & Son Trucking, then co-founded Axle Technologies before launching PortPro in 2019. Under his leadership PortPro raised a $12M Series A in 2023 and now serves 550+ drayage companies, layering AI agents (Jerry, Helen) on top of its operating platform.
Patrick Smith is a Boston-based software executive currently serving as Chief Revenue Officer at Onebeat, a retail inventory intelligence platform. A Providence College graduate with roots in enterprise supply-chain software, he has spent his career at the intersection of merchandising strategy and inventory optimization, with prior stops at ToolsGroup, antuit.ai, ESG, and Park City Group. He writes and speaks about the 'Retail Margin Spiral' and the 'Inventory Intelligence Loop,' arguing that softlines retailers must move from reactive planning to continuous, real-time decisioning.
Siva Lakshmanan is the CEO of DeepHow, a Detroit-based AI company that turns tribal shop-floor know-how into searchable, multilingual training video. He joined in November 2024 after running Antuit.ai through its acquisition by Zebra Technologies. His pitch is unglamorous by design: preserve the expertise of the retiring half of the manufacturing workforce before it walks out the door.
GoodDay Software is an Austin-based startup building GoodDayOS, an AI-native, Shopify-embedded ERP alternative for inventory-driven consumer brands. Founded by former Chubbies and Loop Returns operators Kyle Hency and Dave Wardell, GoodDay unifies inventory, purchase orders, landed costs, presales, and multi-channel operations across DTC, wholesale, marketplaces, and retail - promising launches in weeks rather than the months and consultants legacy ERP demands. The company raised $7M in early 2026 (roughly $13.5M total) and counts 40+ Shopify brands among its customers.
Vendorflow is a Los Angeles-based unified communications platform for trucking fleets, freight brokers, ports, and terminals. It consolidates voice, SMS, WhatsApp, and ELD in-cab messaging into a single shared inbox that integrates with TMS and ELD systems, so dispatch and operations teams can collaborate on driver conversations in one place - no app installs required for drivers.

Vori is a San Francisco-based SaaS company building the all-in-one operating system for independent grocery stores. Their platform, VoriOS, combines AI-powered point-of-sale, inventory management, automated ordering, pricing automation, loyalty programs, and back-office analytics into a single system — giving independent grocers the same technological leverage that Walmart and Amazon use against them. Founded in 2019 by a third-generation grocer and Stanford/Cornell engineers with backgrounds at SpaceX, Lyft, and Stripe, Vori has processed over $500 million in payments across 140+ stores in 55+ cities, and raised $50 million total including a $22M Series B in May 2026.

Dr. Arne Jeroschewski is the Founder and CEO of Parcel Perform, a Singapore-headquartered AI-powered delivery experience platform serving e-commerce enterprises across 950+ logistics carriers globally. A serial builder with a PhD in Regulatory Economics and McKinsey roots, he co-founded ZALORA — Southeast Asia's leading fashion e-commerce player — before pivoting to solve the data chaos behind every shipped parcel. Since 2016, he has grown Parcel Perform into a data-first SaaS platform processing 100+ million parcel updates daily, backed by Cambridge Capital, SoftBank Ventures Asia, and Wavemaker Partners, and now championing the AI Commerce era where delivery performance data becomes a brand's most powerful competitive asset.
Cargomatic is a digital freight marketplace and technology platform that connects shippers with local and regional trucking capacity in real time. Founded in 2013 and headquartered in Long Beach, California, it specializes in drayage and short-haul freight - moving containers off ports and onto roads - alongside intermodal, full-truckload (FTL), less-than-truckload (LTL), and white-glove delivery. By pairing a carrier mobile app with smart routing and bundling software, Cargomatic helps fill empty truck miles, speed cargo off congested docks, and give shippers visibility into shipments that traditionally lived on paper and phone calls.
Nextmv is a DecisionOps platform that gives developers and operations-research teams the tooling to build, test, deploy, monitor, and govern optimization and decision models - things like vehicle routing, scheduling, and packing. It treats decision models the way DevOps treats software: version control, CI/CD, scenario testing, shadow production tests, and a system of record for every decision. Founded in 2019 by ex-Grubhub engineers Carolyn Mooney and Ryan O'Neil, the company raised an $8M Series A led by FirstMark Capital and was acquired by FICO in May 2026.
Magrathea is an Oakland, California clean-tech company rebuilding American magnesium production. Using a next-generation electrolytic process, it makes magnesium metal from seawater and brines with near-zero carbon emissions, aiming to break the West's dependence on Chinese supply for a metal critical to aerospace, automotive, and defense.
Paul Singer is the cofounder and CEO of FleetWorks, a San Francisco startup building always-on voice AI agents that handle the phone-and-email grind of freight brokerage. A former Uber Freight product manager and Yale economics grad, he started FleetWorks in late 2022 with cofounder Quang Tran, went through Y Combinator's Summer 2023 batch, and in October 2025 raised a $17M round (including a $15M Series A led by First Round Capital) to automate the matching of trucks with cargo across a $1T+ industry.
Gabriel Paunescu is the founder and CEO of Naologic, a no-code platform that lets companies build and customize enterprise software (ERP, CRM, workflow apps) without a development team, and now layers multi-agent AI on top of legacy business systems. A Romanian-born serial entrepreneur with seven startups and two exits behind him, he started exporting essential oils at 17 and now keynotes at Google Next, mentors at UC Berkeley, and writes about building AI agents that catch their own hallucinations. His core belief: buying software you cannot modify is like buying a horse instead of a car.
NetSuite is the world's first cloud ERP and CRM platform, founded in 1998 by Evan Goldberg and now owned by Oracle. Trusted by 43,000+ organizations across 220 countries, NetSuite unifies financials, CRM, e-commerce, HR, and supply chain in a single cloud-native suite — making it the go-to business operating system for companies scaling from startup to enterprise.
Peter Russo is VP of Core Business Workflows, Product & Solution Marketing at ServiceNow, where he leads go-to-market strategy for the platform's finance, supply chain, and creator workflow product lines. A seasoned technology marketing executive with roots in SAP and Oracle, he has spent his career helping enterprise software companies articulate the value of complex platforms to buyers who care about outcomes, not features. Based in Austin, TX, he is known in the industry for championing the 'beyond ERP' narrative and for helping ServiceNow stake its claim in the mid-market with the 2025 Core Business Suite launch.
Sath Sivasothy is VP of Sales and Marketing at Vyrian Inc., a Houston-based electronic components distributor and government defense contractor he co-founded in 2011. With a background in electrical engineering and over two decades in the semiconductor and electronics industry - including a stint as a Product Development Engineer at Texas Instruments and a run as VP of Sales at Silicon Valley burn-in testing firm CEIBIS Inc. where he doubled gross sales to $7M in 24 months - Sivasothy has built Vyrian into an Inc. 5000 multi-year honoree with 130+ employees across 12 global offices.
Albert Ko is the CEO of Auctane, the Austin-based shipping software powerhouse behind ShipStation, Stamps.com, ShipEngine, and Metapack. A Korean immigrant who arrived in Los Angeles speaking Korean and Farsi but no English, Ko climbed from McKinsey consultant to Yale/Harvard-educated operator who grew Zelle into the largest peer-to-peer payments network by dollar volume — then took the helm at Auctane in June 2023 to bring operational discipline to one of the most consequential companies in global e-commerce logistics.
Bill Lin is the Deputy CEO and Board Member of One Mobility GmbH, the automotive arm of Foxconn Interconnect Technology (FIT), headquartered in Reutlingen, Germany. With a career spanning supply chain management, management consulting, and EV business leadership at Foxconn, Lin bridges Taiwan's electronics manufacturing powerhouse with Germany's century-old automotive precision engineering heritage. He also serves as Chief Integration Officer at FIT, steering the integration of One Mobility's 11,000-person global workforce across 40+ locations in 17 countries following the 2024 acquisition of Auto-Kabel Group.
Arkestro is a San Francisco-based predictive procurement platform that uses machine learning, game theory and behavioral science to help enterprise buyers run faster, smarter sourcing events. Born as BidOps in 2016, it now serves Fortune 500 manufacturers, energy and logistics firms and claims roughly 18.8% savings per dollar of spend.
Augment builds Augie, an AI teammate purpose-built for logistics. The San Francisco company automates the phone calls, emails, portal logins, and back-office workflows that bog down freight brokers, shippers, and carriers - and has raised $110M in under a year to scale it.
Aumet is a Saudi-headquartered healthtech building an AI-first procurement operating system for pharmacies, hospitals and pharmaceutical suppliers across the Middle East. The platform connects more than 12,000 pharmacies with 1,000+ suppliers and processes roughly $1B in annual gross merchandise value.
CloudTrucks is a San Francisco-based virtual trucking carrier that gives owner-operators and small fleets the software, payments, insurance, and load-booking tools to run their businesses like a modern enterprise without the back-office headaches.
KlearNow.AI is a San Jose-based logistics-as-a-service company using AI and machine learning to digitize customs clearance, drayage and trade-document workflows. Its patented data-ingestion engine turns unstructured paperwork into compliant filings in seconds, and its platform now serves more than 1,000 organizations across the U.S., U.K., Canada, India, Spain and the Netherlands.
Knowde is a B2B digital marketplace and AI-powered master data platform for the chemicals, polymers and ingredients industry. It helps chemical suppliers and distributors digitize fragmented product data, launch storefronts, and reach the researchers, formulators, and procurement buyers who need their materials.
Kojo is the construction industry's leading materials procurement and management platform, connecting office teams, field crews, warehouses, and vendors on a single AI-powered system. Founded in 2018 by Maria Davidson (formerly known as Agora Systems), the San Francisco-based company has powered more than 10,000 construction projects across 47 states and processes billions in annual orders for trade and self-perform general contractors.
Lyric is a Sunnyvale-based AI platform built for the people who actually run supply chains. Its Lyric Studio harmonizes data, algorithms, configurable workflows, and accelerated compute so that planners, engineers, and data scientists can model, test, and deploy decision intelligence apps - from demand forecasting and inventory to network design and transportation. Fortune 500 customers use it to compress months-long modeling cycles into days.

Pallet is a San Francisco AI startup building an 'AI workforce' for the logistics industry. Its flagship product, CoPallet, automates back-office freight workflows - order entry, quoting, document parsing, portal updates - that have historically required armies of human operators, working inside systems like McLeod, Revenova, Turvo and even legacy AS400 stacks. In 2026 it added Atlas, a data-intelligence layer that surfaces hidden revenue opportunities across a logistics network.