Sector ยท Regulated Industries

Operations tooling for businesses where compliance is the product.

In license-based industries โ€” cannabis among them โ€” every unit of inventory, every invoice, and every sale answers to a regulator. We build the systems that keep multi-state operators compliant, auditable, and running on data instead of spreadsheets.

What we build

From the point of sale to the compliance report

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Invoice & Document Automation

Intelligent invoice management with Document AI-powered OCR: automatic extraction, approval routing, purchase-order matching, and analytics โ€” replacing inboxes and shared drives with an auditable workflow.

  • Document AI OCR & field extraction
  • Multi-stage approval routing
  • PO matching & spend analytics
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Compliance & Sales Dashboards

Seed-to-sale tracking joined with POS and LIMS data into dashboards that show compliance posture and sales performance in one place โ€” across every license, location, and state.

  • Seed-to-sale & POS integration
  • License & audit-readiness monitoring
  • Multi-state, multi-entity rollups
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Inventory Data Modernization

Migration of complex, spreadsheet-driven inventory operations into centralized, governed data warehouses โ€” so the numbers regulators see and the numbers operators run on are the same numbers.

  • Excel / Power Query workbook modernization
  • Centralized warehouse with audit history
  • Reconciliation & variance reporting

Selected operator work

Built for multi-state operators

Regulated Industry

Invoice Automation for a Multi-State Cannabis Operator

An intelligent invoice management platform: Document AI-powered OCR, approval routing, purchase orders, and analytics โ€” the first module of a broader operations toolbox spanning seed-to-sale, LIMS, and inventory.

ReactPostgreSQLDocument AIWorkflow routing
Data Modernization

Retail Inventory Warehouse Migration

Led the modernization of complex retail inventory spreadsheet operations into a centralized data warehouse: layered modeling, incremental loads, reconciliation against source systems, and reporting that replaced fragile workbooks only one person understood.

BigQueryPower Query migrationIncremental pipelinesReconciliation
Compliance Analytics

Compliance & Sales Dashboards with Seed-to-Sale Tracking

Operational dashboards joining seed-to-sale compliance data with sales and inventory across locations: license monitoring, audit-readiness views, and performance analytics for leadership โ€” one governed picture of a multi-entity operation.

Seed-to-sale integrationPOS dataLicense monitoringDashboards

Why it holds up

Audit-ready by architecture.

Regulated inventory means every number needs a lineage. We bring the same governance discipline we apply to student records and federal benefits.

Full data lineage

Every figure on a dashboard traces back to a source transaction โ€” no manual adjustments hiding in spreadsheets.

Complete audit trail

Approvals, edits, exports, and logins logged with identity, timestamp, and scope โ€” ready when the regulator asks.

Role-based access

Location managers, compliance officers, and executives each see exactly what their role authorizes.

System integration

Seed-to-sale platforms, POS, LIMS, and accounting systems unified through governed pipelines, not exports.

Multi-entity structure

Per-license and per-state separation with roll-up reporting โ€” matching how regulated businesses are actually organized.

You own the stack

Your warehouse, your tooling, your code โ€” no per-seat black box between you and your compliance data.

Running a regulated operation on spreadsheets?

We've moved multi-state operators from workbook chaos to governed data โ€” without stopping the business to do it.

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