Contact Me

Stop Chasing Ghost Inventory.
Let's Fix Your Metrc vs. POS Headaches.

For best visualization use a desktop or a desktop view on your phone

The SpreadsheetNightmare

How It Works

Upload Your CSVs Export your standard inventory report from your POS and your latest package report from METRC. Drop both CSV files directly into your secure portal.

Automatic Reconciliation The system instantly cross-references both files using the primary package tags. It automatically filters out duplicate entries, handles precise decimal gram tracking, and catches string naming variations without breaking the math.

Spot the Flaws The system flags any data mismatches instantly, separating them into clear action items:

  • POs No Match: Items that exist in your store sales but are missing from regulatory tracking.

  • METRC Duplicates: Double-reported tags that falsely inflate your inventory value.

  • UoM Mismatches: Discrepancies where an item is listed by the "each" in one system and by "grams" in the other.

Protect Your Bottom Line: Review your live Executive Dashboard to see your exact retail shrinkage, total missing units, and actual financial variance in real time. You know exactly what to fix before compliance issues scale.

Why managing thousands of rows of mismatched data is draining your dispensary's resources.

Somebody has to find the missing units.

Your POS says you're perfectly aligned, but Metrc shows a completely different story. Whether it’s an over-shipped box of gummies from a vendor or a budtender typo at terminal three, a 2-unit deviation can generate thousands of rows of transactional headaches.

When you are managing between 500 to 2,500 active unique package tags, standard Excel formulas break, and manual line-by-line validation turns into an exhausting guessing game.

I don't just deliver static PDFs. I hand you a dynamic, clear mapping of exactly where your ledgers drift apart so you can resolve variances immediately.

[LIVE SNAPSHOT: DISCREPANCY TRACKER]

TAG_4982... GUMMY_BATH_01 POS: 500 | METRC: 500 ‍ ‍✔ MATCH

TAG_5112... BERRY_CHEW_A2 POS: 498 | METRC: 500‍ ‍ ‍ MISMATCH (-2)

TAG_4982... GUMMY_BATH_01 POS: 500 | METRC: 500 ‍ ‍✔ MATCH

Interactive Reports & Straightforward Pricing

No multi-year software contracts. Just structured, easy-to-use Airtable interfaces built to track down errors fast.

Your Custom Airtable Reconciliation Workspace (Live Delivery Example)
Package Tag (Metrc UID) Product Name Unit of Measure POS Qty Metrc Qty Variance Status
1A40603000043A1000012941 Sour Apple Gummies 100mg Each 412 412 0 (In Sync)
1A40603000043A1000012942 Blue Dream Pre-Roll 1g Grams 845 850 -5 Units
1A40603000043A1000012945 Live Resin Cartridge 0.5g Each 114 114 0 (In Sync)
1A40603000043A1000012949 Watermelon Tincture 30ml Each 98 96 +2 Units

Pay-As-You-Go Audit

Perfect for catching up on backlogs or getting audit-ready on demand.

$150 / up to 500 records

Features

  • Universal file support (CSV or Excel)

  • Column mapping & data cleaning

  • Full variance mapping checklist

  • Interactive Airtable report delivery

PRICING

Weekly Compliance Sync

Routine operational health. Rest easy knowing your POS and Metrc data is reconciled every single week.

$750 / month

(billed monthly, per location)

Features

  • Up to 5,000 database records per month

  • Weekly report ingestion & auto-mapping

  • Custom AI-generated "Required Actions" list delivered every Monday

  • Standard email & Slack support (24-hour response)

Monthly Compliance Partner

(Premium)

Continuous data health. Keep your ledgers perfectly mirrored and completely eliminate audit risk.

$2,000 / month

(billed monthly, per location)

Features

  • Up to 20.000 database records & continuous sync

  • Daily data mirroring & real-time alerts

  • Ongoing vendor delivery and intake audits

  • Dedicated Slack channel & 1-on-1 priority support

How We Clean Your Data

Straightforward data engineering structured exclusively for cannabis operators.

POS vs. Metrc Ledger Audits

Send me your raw system exports (CSV, Excel, or direct report copies). I standardize your messy naming structures, run deep parallel ledger comparisons, and map every single variance by its package tag identifier.

Interactive Airtable Delivery

No more flat spreadsheets. Your audit results are delivered inside an interactive, filtered interface where your inventory manager can filter by vendor, variance severity, or brand type to patch systems fast.

Discrepancy Punch Lists

Instead of forcing you to decipher why your inventory is off, I boil down thousands of confusing rows into a plain-English actionable list: fix these exact items to remain completely compliant.

A person with curly hair smiling outdoors, with a stopped sign, an umbrella, and palm trees in the background.

Hey, I’m Your Dedicated Data Partner

I don’t sit in a corporate boardroom or hide behind automated help desk tickets. I’m an independent data specialist focused entirely on parsing the backend mechanics of cannabis retail

Having built custom inventory mapping setups quietly for private clients, I’ve seen firsthand how easily API integrations fail and how fast compliance data gets scrambled. I stepped out on my own to help dispensaries regain operational sanity and keep their focus out of spreadsheets and on the sales floor