AI Opportunity Sprint
For leaders who know AI matters but not where it pays first.
- Process and data walkthrough
- 5–8 use cases ranked by $ impact and effort
- 90-day plan with a pilot shortlist
OutputRoadmap + business case
AI solutions for supply chain teams
Practical AI for supply chains that have to ship tomorrow.
We help mid-market operations teams turn freight, inventory and planning data into working AI tools in weeks, not quarters. Built hands-on, measured in dollars.
We bring our own product team: engineers, data scientists and technologists who have shipped AI products in tech, now working on your business.
Built forDistributors·Carriers & 3PLs·Manufacturers·Retail & e-commerce ops
Approach
Small bets, real data, measured from day one.
Every pilot starts with a baseline and a success measure we agree with you up front, so you see value before you commit to scale.
1
Diagnose
Weeks 1–2
Map the decisions that cost you money today and the data behind them.
You get: ranked opportunities
2
Design
Weeks 2–3
Define the tool, the success metric and how planners will use it day to day.
You get: pilot spec + KPI baseline
3
Pilot
Weeks 3–8
Build on your data, run it with your team, measure against the baseline.
You get: working tool + results
4
Scale
Ongoing
Harden what worked, hand over to your team, and pick the next bet.
You get: production rollout plan
What we measure, depending on the use case:Stock-out daysExpedite spendInventory turnsLoaded-mile sharePlanner hours per weekForecast accuracy
Live demos
Watch AI agents do real supply chain work.
Live demos of what we can build. Each one is customized to your data, systems and way of working. Pick one, watch the story, then try it yourself.
4 live demos. Pick one to watch it run.
The problemPlanners spend much of the day on routine checks across the ERP, TMS and spreadsheets: what's running low, which shipment is late, which invoice is wrong. Issues get found late.
What it solvesEach AI agent takes the routine checks for one role, flags what needs attention and prepares the next step. A person reviews and approves before anything changes.
Click an agent to see its role
Live demo with sample data and fictional companies. We customize the roles, checks and approval steps to your team.Plan your AI workforce →
The problemReorder decisions are rebuilt in spreadsheets every week. Fast sellers run out before new stock lands, and testing a what-if takes hours.
What it solvesA daily nudge lists the SKUs at risk, recommends a quantity with the formula shown, and answers what-ifs on lead time, demand or safety stock in seconds.
Restock agent chatting with Maya R., merchant
Live demo with sample SKUs. We customize the restock rules, alerts and what-ifs to your catalog and suppliers.Want one for your catalog? →
The problemNew planning tools often go unused. Planners keep working in chat and email, so decisions are scattered and hard to trace.
What it solvesThe planning agent works inside the team's Slack or Teams thread. People ask, decide and approve in one place, and the decision is on record.
# supply-planningThread · Priya, Dan, Wilson
No new app to learnPlanners ask in the channel they already use; adoption comes with it.
Decisions stay in the threadWho asked, what changed and who approved is all in one place.
One-click actionsApprove a PO or a transfer from the message; the agent writes it to the ERP.
Live demo with sample data and fictional companies. We connect it to your chat tool, ERP and approval rules.Want an agent in your team's chat? →
The problemEmpty trucks wait while planners scan load boards by hand, and comparing rate, deadhead and fit across dozens of loads is slow.
What it solvesThe agent removes loads the truck can't take, ranks the rest with a score anyone can read, and checks the best rate against lane history before the call.
Live demo with sample load-board data and fictional companies. We customize the rules and scoring to your fleet and lanes.Want one for your network? →
What we offer
Three ways to start, sized to where you are.
Every engagement is fixed-scope, uses your real data, and ends with something your team keeps using.
Pilot Build
For one high-value problem you want solved, not studied.
- Working AI tool on your data
- Built alongside your planners
- Before / after results report
OutputLive pilot + results
Fractional AI Lead
For teams scaling beyond the first pilot.
- Owns the AI roadmap with you
- Vendor and build-vs-buy decisions
- Coaching for your analysts
OutputOngoing leadership
Let's talk
Bring one painful supply chain decision. Leave with a plan to fix it.
A 30-minute call, no slides. If AI isn't the right answer, we'll tell you.
Pick a time on our calendar →Send Us a Message
Tell us about the decision you're working on. We'll respond within 24 hours with next steps.