AI Research
Augment Raises $85M to Advance AI in Logistics

With $110M raised in just five months, Augment’s AI assistant “Augie” is gaining traction across freight providers, signaling the rapid integration of automation in supply chain operations.
By: IL Editors | September 8, 2025
Artificial Intelligence is no longer a side experiment in logistics—it’s quickly becoming a competitive necessity. From predictive demand planning to automated dispatching, adoption has surged as operators seek faster, leaner, and more resilient supply chains. The latest signal: San Francisco-based startup Augment has raised $85 million in Series A funding, accelerating its push to embed artificial intelligence directly into the freight order-to-cash cycle.
Founded by former Deliverr co-founder Harish Abbott, Augment’s latest funding was led by Redpoint Ventures with contributions from 8VC, Shopify Ventures, and Autotech Ventures—bringing its total capital raised to $110 million in just five months.
Augment’s platform centers around an AI assistant named Augie, designed to automate labor-intensive freight workflows like quoting, dispatching, tracking, billing, and collections. Operating across email, voice, messaging, and transportation management systems, Augie aims to reduce manual handoffs and streamline the entire order-to-cash cycle.
“Freight and logistics is a very large industry that employs lots of people who are busy chasing emails, documents, phone calls, text messages all day long,” Abbott told TechCrunch. “Augie can take care of all that like their own personal assistant, so they can focus on relationships and negotiations.”
The startup reports that Augie is already managing more than $35 billion in freight across dozens of logistics providers—suggesting fast adoption and tangible impact.
For frontline operators, Augment’s AI is making a real difference. At Armstrong Transport Group, Augie helped cut invoice delays by 40%, accelerated billing by eight days, and helped recover 5%+ gross margin per load, improving both productivity and profitability.
Looking ahead, Augment plans to use the new funding to expand its engineering team (adding more than 50 new hires), enhance multimodal freight capabilities, deepen TMS and portal integrations, and scale its AI infrastructure across shippers, brokers, carriers, and distributors.
Why This Matters for 3PLs and Logistics Leaders:
- Automation is deepening. Unlike traditional RPA or single-task bots, Augie understands the full logistics context and proactively acts across channels.
- Operators are seeing real ROI. Early adopters are already reporting quantifiable gains in cash flow, throughput, and margin.
- The bar is rising. As AI becomes a “teammate” rather than just a tool, logistics leaders will be expected to adopt smarter, more integrated platforms to stay competitive.
AI Research
University Of Utah Teams With HPE, NVIDIA To Boost AI Research

The University of Utah (the U) is planning to join forces with two powerhouse tech firms to accelerate research and discovery using artificial intelligence (AI). The agreement with Hewlett Packard Enterprise (HPE) and AI chipmaker NVIDIA will amplify the U’s capacity for understanding cancer, Alzheimer’s disease, mental health, and genetics. The initiative is projected to enable medical breakthroughs, driving innovation, and scientific discovery across disciplines.
“The U has a proud legacy of pioneering technological breakthroughs,” said Taylor Randall, president of the University of Utah. “Our goal is to make the state awash in computing power by building a robust AI ecosystem benefiting our entire system of higher education, driving research to find new cures, and igniting Utah’s entrepreneurial spirit.”
The partnership, which includes a $50 million investment of funds from both public and philanthropic sources, is projected to increase the U’s computing capacity 3.5-fold. The flagship school’s Board of Trustees gave preliminary approval to the proposed arrangement on September 9.
The structure paves a path for substantial advances in computing storage and infrastructure required for Utah-based projects in AI and innovation. The goal is to lay the foundation for a scalable AI ecosystem available to researchers, learners, and entrepreneurs across Utah. The multi-year initiative would build upon existing capabilities in AI, giving the U access to substantially more computing power.
Brynn and Peter Huntsman along with the Huntsman Family Foundation will provide a lead philanthropic gift to the U that is intended to initiate the project and help encourage other supporters to make investments required to move the work forward through AI “supercomputer” systems designed to handle enormous processing and storage needs. The university will seek remaining funds from the state of Utah and other sources.
“This AI initiative will accelerate world class cancer research that enhances capabilities in ways we hardly imagined just a few years ago,” said Peter Huntsman, CEO and chairman, Huntsman Cancer Foundation. “Huntsman Cancer Foundation recently announced our commitment to support the expansion of the educational, research, and clinical care capacity of the world renown Huntsman Cancer Institute in Vineyard, Utah, which will serve as a hub for cancer AI research. These investments will speed discoveries and enhance the state of Utah’s leadership in AI education and economic opportunity.”
Mental health will be a major focus of the AI research endeavor.
“As the Huntsman Mental Health Institute opens its new 185,000-square-foot Translational Research Building this coming year, we’re looking forward to increasing momentum around mental health research, including the impact of this technology,” said Christena Huntsman Durham, Huntsman Mental Health Foundation CEO and co-chair. “We know so many people are struggling with mental health challenges; we’re thrilled we will be able to move even faster to get help to those who need it most.”
Check out all the latest news related to Utah economic development, corporate relocation, corporate expansion and site selection.
AI Research
F5 to acquire AI security firm CalypsoAI for $180 million

F5, a Seattle-based application delivery and security company, announced Thursday it will acquire Dublin-based CalypsoAI for $180 million in cash, highlighting the mounting security challenges enterprises face as they rapidly integrate artificial intelligence into their operations.
The acquisition comes as companies across industries rush to deploy generative AI systems while grappling with new categories of cybersecurity threats that traditional security tools struggle to address. CalypsoAI, founded in 2018, specializes in protecting AI systems against emerging attack methods, including prompt injection and jailbreak attacks.
“AI is redefining enterprise architecture and the attack surface companies must defend,” said François Locoh-Donou, F5’s president and CEO. The company plans to integrate CalypsoAI’s capabilities into its Application Delivery and Security Platform to create what it describes as a comprehensive AI security solution.
Companies are embedding AI into products and operations at an unprecedented pace, but this rapid adoption has created compliance gaps and heightened regulatory scrutiny. CalypsoAI addresses these challenges through what the company calls “model-agnostic” security, providing protection regardless of which AI models or cloud providers enterprises use.
The platform conducts automated red-team testing against thousands of attack scenarios monthly, generating risk assessments and implementing real-time guardrails to prevent data leakage and policy violations.
“Enterprises want to move fast with AI while reducing the risk of data leaks, unsafe outputs, or compliance failures,” said CalypsoAI CEO Donnchadh Casey. The company’s approach focuses on the inference layer where AI models process requests, rather than securing the models themselves.
The acquisition comes during a flurry of similar moves by established companies in the cybersecurity space that are looking to add AI-powered offerings to their customers.
F5 has also been active this year with what it considers strategic purchases. The company acquired San Francisco-based Fletch in June and observability firm MantisNet in August, demonstrating a pattern of building capabilities through acquisition rather than internal development.
The deal is expected to close by Sept. 30.
AI Research
Nebius Raises $3.7 Billion in Wake of Microsoft AI Deal

Dutch cloud computing company Nebius has raised $3.75 million via sales of stock and convertible notes.
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