FreightScout wins Jacksonville venture competition and enters Chang Robotics Fund diligence

FreightScout, an AI operating system for freight brokerages, won both top awards at the 2026 Jacksonville Venture Competition on Aug. 19 and is now in due diligence with the Chang Robotics Fund. The Jacksonville startup is already live with a mid-market brokerage and piloting at a national freight network with more than 750 agent locations.

Why it matters: - FreightScout is targeting a large, fragmented brokerage market where most firms have fewer than 10 employees and growth has traditionally depended on adding headcount. - The company says its software can reduce manual work in freight brokerage operations, where many routine tasks still happen by hand. - The startup is already in live use with one brokerage and in pilot with another large network, which gives it early proof points before a funding decision in March.

What happened: - FreightScout won both the judges' award and the crowd favorite award at the 2026 Jacksonville Venture Competition on Aug. 19. - The company entered due diligence with the Chang Robotics Fund after the competition. - The platform is live in production at a mid-market brokerage running about 3,000 shipments a month. - A national freight network with more than 750 agent locations is piloting the software ahead of a decision expected in March.

The details: - Founder Connor Miller spent 12 years inside freight brokerages and helped scale one division from $15 million to $130 million in annual revenue. - Miller built the first version of FreightScout five months ago without an engineering background and without a software team. - The platform was built on $40,000 of Miller's own money before outside capital came in. - A $200,000 angel investment closed earlier this month and has not yet been deployed. - FreightScout says the money is earmarked for engineering, while the production system in use today was built before that check cleared. - The software has ingested 143,000 customer shipment records. - FreightScout automates work that brokerage employees usually do manually, including identifying customers to call, drafting outreach, pricing freight within broker-set limits, building and covering loads, and placing driver check-in calls with an AI voice agent. - Since May, the system has generated more than 11,000 recommendations against live freight while running in shadow mode, with none executed automatically. - FreightScout prices its platform at $750 per month for the system and a company's first three seats, $250 for each additional seat, and $3 per shipment the system handles end to end. - The company is filling three to five design partner seats, including several with Jacksonville-area brokerages. - FreightScout says it was founded in 2026 and is headquartered in Jacksonville, Florida. - More information is available at FreightScout's website.

Between the lines: - Miller is positioning FreightScout as a trust-first automation product rather than a full autonomous system. - Miller said autonomy is meant to be a dial customers control, not something the company imposes. - FreightScout's research included a 12-vendor competitive scan and three years of practitioner discussion. - The company says carriers often resist AI phone agents and may respond by demanding a human instead. - FreightScout focused its automation on document processing, tracking, scheduling and status communication by text, where its research found more demand. - The strategy suggests the company is avoiding the most controversial use cases while building credibility in lower-friction workflows. - The startup is entering a market that FreightScout says has been stuck around $1.27 million in revenue per employee for years.

What's next: - FreightScout will continue due diligence with the Chang Robotics Fund. - The company will keep onboarding design partners, including brokerages in the Jacksonville area. - The national freight network pilot is expected to inform a decision in March. - FreightScout is likely to use its undeployed angel capital for engineering as it expands the product.

The bottom line: - FreightScout is turning founder experience inside freight brokerages into an early product and a funding story, with live usage, pilot traction and a capital-efficient buildout now supporting the pitch.