📦 Fulfillment runs on duct tape.
Spreadsheets. Slack threads. Fire drills.
The brand ↔ 3PL handoff? Still clunky.
Different systems. Legacy tools. No shared source of truth.
I’m spending 365 days building AI tools to bridge the gap between brands and 3PLs. 🧵
✅ Day 39 of 365 - AI x Supply Chain
Most brands don’t need a new 3PL.
They need to know if the one they’ve got is working.
This is OpsScore - a fulfillment credit score for your 3PL.
AI-powered. Data-driven. Built to create leverage.
DM if your 3PL feels like a black box.
✅ Day 31 of 365 - AI x Supply Chain
🔥🔥Hot take..
Everyone’s chasing AI agents..
But most Ops teams still run on gut feel, tribal knowledge, and email threads.
They don’t need agents, they need automation 101 and a knowledge base that doesn’t live in someone’s head. 🤖📦
✅ Day 31 of 365 — AI x Supply Chain
OpsScore is like a credit score for your 3PL.
✅ Back-end’s nearly done in @airtable .
🧠 Tomorrow I connect it to @OpenAI .
🚀 Then I’ll build the front-end in @softr_io .
Launching next week.
DM for details.
Let’s go.
🧠 30 Days Into AI x Supply Chain
I’ve spent the last month going all in on learning AI, specifically around brand ↔ 3PL Ops.
I’m not a developer..I work in Ops.
I'm tired of manual fire fighting and want to learn the future.
Here’s what I’ve learned (and built) so far: 🧵
5. The real blocker in Supply Chain will be messy data.
Multiple systems. Different formats. No clean source of truth.
This barrier has to be knocked down before AI is used broadly in larger companies.
Somebody will figure this out and make billions..
If you work in supply chain ops, especially with a 3PL..Let's Talk.
I’m learning out loud at @OpsStack and building tools I wish I had years ago.
DMs open. Always happy to chat.
✅ Day 30 of 365 - AI x Supply Chain
OpsScore is coming 💪🏼
A best-in-class 3PL benchmarking tool that gives brands the visibility they need to make data-driven decisions.
Backend: @airtable@make_hq@OpenAI
Frontend: @softr_io
Launches next week. Let’s go 🚀
✅ Day 29 of 365 — AI x Supply Chain
Working on a big swing: the first AI powered benchmarking system for 3PL performance.
Brands will finally know how their 3PL stacks up on cost, execution, and accountability.
From best in class to bottom tier, the truth is in the numbers 🎯
✅ Day 29 of 365 — AI x Supply Chain
The fear mongering about AI grows by the day.
What if it doesn’t replace all human jobs, but instead radically improves our lives and makes it easier to make money?
Things are going to change, but I’m betting on a better future..
✅ Day 28 of 365 — AI x Supply Chain
Spent some time learning about prompt engineering.
Honestly - feels like common sense 🤷🏻♂️
I think it’s one of those things you just get better at with time and practice
I just went on My First Million and showed how to replace a developer, designer, marketer, researcher, and product manager with AI agents for under $500 (copy my workflow in 55 minutes)
I just went on My First Million and showed how to replace a developer, designer, marketer, researcher, and product manager with AI agents for under $500 (copy my workflow in 55 minutes)
✅ Day 27 of 365 — AI x Supply Chain
Needed a headshot for an upcoming Supply Chain event…
So I used AI to make one.
If I’m gonna talk about it, might as well be about it.
Got set up with Headshot Pro from @dannypostma
✅ Day 26 of 365 — AI x Supply Chain
Started Andrew Ng’s Generative AI course today.
Pretty high level so far, but a solid foundation.
I’ll wrap it up tomorrow and see what sticks for supply chain workflows.
✅ Day 25 of 365 — AI x Supply Chain
There’s a layer of supply chain ops nobody talks about:
The fire drills.
The last-minute asks.
The duct-tape execution.
Here are 10 workflows still done manually — and how AI will automate them soon 🧵
5/6 I’m not building off of theory — I’m using:
⚙️ @zapier for logic triggers
📊 @airtable for structured intake
🧠 @OpenAI for summaries & RCA context
📓 @NotionHQ for live dashboards & recall
It’s simple, it’s automation. And it works.
6/6
At @OpsStack, I’m building tools to automate this layer — one workflow at a time.
No code. No engineers. Just clarity.
If you’ve lived the chaos, you’ll get it.
Follow along — we’re only just getting started.
🧠📦