Haiku Operations Tier

FlintInventory Monitor

An AI agent that watches your stock levels across every location, triggers reorder alerts before you run out, and tracks supplier lead times so you never get caught short. Lightweight monitoring that runs continuously without burning compute.

The Problem

Running out of stock is a solved problem. Most businesses just haven't solved it.

You know the reorder point for your top 20 products. Maybe even your top 50. But what about the other 500? The ones that sell slowly until suddenly they don't, and a customer order comes in for something you haven't stocked in three weeks.

Inventory management software tracks what's on the shelf. But tracking and acting are different things. The system shows you have 12 units left. What it doesn't tell you is that your supplier's lead time just went from 5 days to 14, your average daily sales rate increased 40% last month, and at the current velocity you'll stock out before the next shipment arrives — even if you order today.

Multi-location makes it worse. Warehouse A has surplus. Location B is almost out. The transfer that should have happened last week didn't because nobody was watching both numbers at the same time. The data exists in the system — the problem is that nobody has time to connect the dots across every SKU, every location, every day.

Flint does that math continuously. It monitors stock levels across all locations, factors in supplier lead times and sales velocity, and triggers alerts at the right time — not when you're already out, but when you need to act to prevent a stockout. Lightweight, always running, and accurate about the numbers that matter.

How It Works

Stock awareness that never sleeps.

Flint runs on a Haiku-class model for fast, efficient processing — built to monitor thousands of SKUs continuously without significant compute cost. Here's the system:

1
Inventory Sync

Victor connects to your inventory systems — ERP, POS, warehouse management, e-commerce platforms — and maintains a real-time view of stock across all locations. Every sale, receipt, transfer, and adjustment is captured as it happens. One unified view, regardless of how many systems feed it.

2
Dynamic Threshold Calculation

Instead of static reorder points, Victor calculates dynamic thresholds based on current sales velocity, supplier lead times, and seasonal patterns. A product selling twice as fast this month gets a higher reorder point automatically. A supplier running slower than usual triggers earlier alerts. The math adjusts to the reality.

3
Reorder Alerts

When stock approaches the calculated threshold, Victor sends an alert with full context: current quantity, daily run rate, estimated days until stockout, supplier lead time, and suggested order quantity. Not just "low stock" — actionable intelligence that tells you exactly what to do and how urgently.

4
Supplier Lead Time Tracking

Victor monitors actual supplier performance — not the lead time they promise, but the lead time they deliver. When a supplier starts running behind, the agent adjusts reorder timing across every product that supplier provides. Unreliable suppliers get flagged with data, not opinions.

The OS Underneath

More than a model. An operating system.

Flint runs on Montebelle's agent operating system — infrastructure designed for continuous monitoring at scale without wasting resources.

Inventory Memory

Victor maintains persistent memory of stock patterns — seasonal demand curves, supplier reliability history, product velocity trends, and past stockout incidents. This memory means the agent doesn't just react to current levels; it anticipates based on everything it's observed. A cold snap last February caused a run on heating supplies — Victor remembers that this February.

Data Verification

Before triggering an alert, Victor cross-references stock data across sources. A POS showing zero while the warehouse shows 50 isn't a stockout — it's a sync issue. The agent identifies data discrepancies and flags them separately from genuine inventory problems. Accuracy in monitoring means not crying wolf.

Fleet Learning

When the Montebelle fleet discovers better threshold algorithms, improved anomaly detection patterns, or new approaches to multi-location optimization — those improvements distribute to every Victor agent. Your inventory monitoring benefits from collective intelligence while your stock data stays completely private.

Ready to stop running out of the wrong things?

Flint is one configuration of the Montebelle operations agent. Your version gets built around your inventory systems, supplier network, and reorder workflows.

Let's Talk

Fixed price. Two to four weeks. You own the agent.