Augment Raised $110M in Its First Year: How Harish Abbott Built Augie, the AI Teammate for Logistics

TL;DR: Augment is an AI company building "Augie," an AI teammate that does the email, phone, text and document work that runs the freight industry. It was founded in late 2024 by Harish Abbott — the same founder who built Deliverr from zero to over $100M in revenue in two years and sold it to Shopify for $2.1 billion. Augment raised a $25M seed led by 8VC and an $85M Series A led by Redpoint Ventures, for $110M total in roughly a year, and says it now supports over $35 billion in freight under management. The core insight: logistics is the largest industry still run on emails, phone calls and text messages — and AI is the first technology that can meet those operators where they already are instead of asking them to switch systems. Abbott told the story on The Product Market Fit Show.

What does Augment do?

Augment builds an AI product called Augie for logistics companies — specifically the freight segment, which covers brokerages, fleets and shippers. Augie is positioned not as a chatbot or a single-purpose voice agent, but as a remote coworker you hand standard operating procedures to.

"We're building AI. So we're building, our product is called Augie, which is an AI teammate. Think of it as almost like a remote employee that you can have. It can do emails and phone calls, and text, and it can interact with your systems." — Harish Abbott, Augment

The deliberate design choice is multi-modal. Abbott argues that a voice-only agent misses most of how the industry actually communicates:

"I think our view of the world is that it's a very multi-modal world. Some problems are better solved through text. Funny enough, some problems are better solved through Telegram. In this business, there's a lot of dispatchers in Eastern Europe who only use Telegram. Similarly, there's lots of people who support this industry in India. They only use WhatsApp." — Harish Abbott, Augment

The second design choice is end-to-end workflows rather than point agents. Instead of one agent that tracks loads and another that collects documents, Augment wants a single context that carries through an order-to-cash process — because, as Abbott put it, fifty smart employees who never talk to each other is chaos, not leverage.

In practice, the first workflows are the unglamorous ones: chasing proof-of-delivery documents, checking whether an invoice matches the load number, flagging accessorial and lumper charges, and pushing a clean packet into the financial system so billing can start.

Key stat: Augment says Augie is live with companies collectively representing over $35 billion of freight under management.

Who founded Augment?

Augment was co-founded by Harish Abbott, who serves as CEO. He is a rare kind of repeat founder: someone who has spent an entire career inside one problem.

Abbott joined Amazon in 1999, when the company's tagline was still "biggest bookstore" and engineering was a few hundred people. He spent about five years there building software that became Amazon Fulfillment. He then built or merged businesses including Lulu.com and Symphony Commerce, before founding Deliverr in 2017.

The lesson he says he carried out of Amazon wasn't about speed — it was about discipline:

"You can have responsible, fast growth. If you have a very disciplined way of looking at your numbers and how the numbers are going to trend up as you scale." — Harish Abbott, Augment

Deliverr was "Amazon Prime for small merchants": pool inventory from thousands of Shopify-era brands, forward-deploy it into regional warehouses, and give small merchants the one- and two-day delivery promise that was, at the time, an Amazon-only weapon. Deliverr was acquired by Shopify for $2.1 billion in 2022. Abbott stayed about a year and a half, then left to start Augment as AI arrived.

"It's just the love of the problem. Sometimes you're in a video game and you keep playing it and it's just the love of the problem. Can I crack it? It's not like, I would say, the love of the solution." — Harish Abbott, Augment

How much has Augment raised?

Augment has raised $110 million total across two rounds, roughly a year after being founded:

• Seed — $25M, led by 8VC (the same firm that wrote Deliverr's first check).
• Series A — $85M, led by Redpoint Ventures, with participation from 8VC, Shopify Ventures and Autotech Ventures, announced September 2025.

Key stat: $110M raised in about twelve months, roughly five months after coming out of stealth.

For context on the founder's track record: Deliverr's first round was $7 million, also from 8VC. Abbott's account of that first pitch is a small masterclass in why founder-market fit gets funded — 8VC was already incubating the same idea internally and decided to back him instead of building it themselves.

The two changes that took Deliverr from ten merchants to thousands

The most valuable part of the episode isn't about Augment at all — it's Abbott's account of the nine months when Deliverr didn't work, and the two changes that broke it open. Any founder sitting at flat traction should read this section twice.

For the first six to nine months, Deliverr had roughly ten merchants and almost no pull. So the team went and interviewed both the merchants who said yes and the ones who said no. Two problems came back.

Problem one: the promise was invisible. Deliverr was delivering fast, but merchants couldn't tell their customers that, because coverage was uneven by geography. A benefit the buyer never sees isn't a benefit.

"If I can't tell my customers, then I'm kind of paying for something that my customers don't know or care." — Harish Abbott, Augment

Problem two: the pricing created the friction. Deliverr charged for fulfillment, pick-and-pack, shipping — and for distributing the merchant's inventory across the country. Merchants had to decide, item by item, whether an unproven speed benefit justified an extra distribution cost.

So Deliverr made two changes. It built a Prime-like delivery badge that appeared high in the funnel — on the product page, in search, in filters — dynamically detecting where the shopper was and promising a real date. And it moved to one flat, all-inclusive price per item by weight and size, eliminating shipping zones entirely and absorbing the distribution risk itself.

"If we are wrong at distributing inventory and our algorithms are messing up. That's on us, not on you… You now get predictability of pricing. So you can now model your P&L." — Harish Abbott, Augment

The result was immediate and violent:

"The moment these two things happened… We went from trying to find the next merchant who would use us to thousands of merchants. We were short on warehouse supplies. It became a supply constraint." — Harish Abbott, Augment

Key stat: Deliverr barely made money in year one and was over $100 million by year three — roughly zero to $100M in two years, on unit economics of about 15% margin early, rising toward 20–22% at scale.

Abbott's framing of this is the line worth stealing:

"In certain businesses, it's not product market fit, it's product-price-market fit. Your product could be fitting, but the way you price it may not create the fit." — Harish Abbott, Augment

If you're wrestling with the same question, our breakdown of how to raise prices at a startup covers the mechanics, and when to focus on unit economics covers the trade-off Abbott made when he absorbed distribution risk.

How Augment went to market: 50 days shadowing operators

Abbott didn't run the Deliverr playbook again. For Augment he started with a small set of design partners — customers who traded access to their operators for software built to their needs.

Then he did the thing most experienced founders skip because they think they already know the answer:

"The first fifty, sixty days we shadowed operators in the business. Literally sit behind people's desk in an almost creepy way and just observe what they do." — Harish Abbott, Augment

What that surfaced was a problem no CEO would have described. Trucks run 24/7, but people work nine to five, so freight teams create per-customer email listservs to guarantee coverage. Every message about a customer goes to everyone.

Key stat: by Abbott's count, a single truck generates 30 to 40 emails, so an operator responsible for 20 trucks can face 600 to 800 emails a day — most of which are informational or already actioned by someone else.

That's the wedge. Augie doesn't ask the industry to adopt a new system of record; it works the inbox, the phone and the Telegram thread that already exist. Notably, Abbott still asks for operator time even now, during sales:

"If you build software for what the CEOs say they want, it won't get adopted. It just won't get adopted. You might get a contract, but you won't get adopted. So next year, well, you won't get the renewal." — Harish Abbott, Augment

He also gave an unusually candid read on resistance from end users. He found less than expected — partly because freight has been in a multi-year recession and teams are doing more with fewer people, so help with tedious work is welcome, and partly because he frames AI fluency as employability rather than threat.

For more on this motion, see our guides on how to get design partners and vertical AI startups. Augment is the second AI-for-logistics company to appear on the show — HappyRobot came on earlier, and Abbott addresses the comparison directly in the episode.

Key lessons from Harish Abbott's playbook

1. Price is part of the product. Deliverr's flat rate wasn't a pricing decision, it was the offering. Merchants bought predictability of their P&L as much as they bought speed. If your product tests well and still doesn't sell, interrogate the price structure before you rebuild the product.

2. Move the benefit up the funnel. A two-day delivery promise revealed at checkout is worth almost nothing. The same promise on the product page changes conversion. Ask where in the buyer's journey your value first becomes visible.

3. Interview the people who said no. The unlock came from talking to rejected prospects, not happy customers. Wins tell you what worked; losses tell you what's missing.

4. Shadow the end user, not the buyer. Fifty days behind operators' desks produced the 600-emails-a-day insight that defines Augie's wedge. Abbott's closing advice: obsess about the end user, and the economic buyer follows.

5. Self-serve compounds in ways you can't forecast. Deliverr ended up onboarding 7,000–8,000 merchants who sent millions of dollars of inventory without ever speaking to a human — including merchants in Thailand and China running the product through browser translation extensions. The prerequisite was transparency: photos, counts, discrepancy reports, disputes. Systems that show everything create trust; systems that hide behind support tickets destroy it.

6. Anchor on the problem, not the solution. Abbott has attacked logistics through fulfillment infrastructure and now through AI agents. The tech changed completely; the problem didn't.

FAQ: Augment

Q: What is Augment? A: Augment is an AI company for the logistics industry. Its product, Augie, acts as an "AI teammate" that handles email, phone calls, text, Telegram and WhatsApp, and interacts with a company's systems of record to run end-to-end freight workflows such as document collection and invoice validation.

Q: Who is the CEO of Augment? A: Harish Abbott, who co-founded the company and previously founded Deliverr (acquired by Shopify for $2.1 billion) and Symphony Commerce, and spent about five years at Amazon starting in 1999 building fulfillment software.

Q: How much funding has Augment raised? A: $110 million total — a $25 million seed led by 8VC and an $85 million Series A led by Redpoint Ventures, announced in September 2025.

Q: Who are Augment's investors? A: 8VC (seed lead and Series A participant), Redpoint Ventures (Series A lead), Shopify Ventures and Autotech Ventures.

Q: What is Augie? A: Augie is Augment's AI product — a multi-modal AI teammate for freight brokerages, fleets and shippers that you direct with standard operating procedures, the same way you would onboard a remote employee.

Q: How big is Augment? A: Augment says Augie is live with customers who collectively represent over $35 billion in freight under management, as Abbott shared on the show.

Sources: Listen to the Full Founder Story

• Harish Abbott, Co-Founder & CEO of Augment — Amazon's early fulfillment team, founder of Deliverr ($2.1B Shopify acquisition), now building Augie, the AI teammate for logistics.
• Full episode: He made 2 key changes — then grew to $100M ARR in 2 years & exited for $2B on The Product Market Fit Show.

Listen to the full episode at pmf.show for the complete story.

Last updated: August 2026