One Intelligence Engine.
Every Amazon Growth Stage.
The Medallion architecture is deterministic. The Amazon business logic is custom-engineered. The deployment is entirely up to you. Discover how we eliminate operational ambiguity.
- 01. Managed Cloud OSZero-maintenance SaaS deployment (the OS) for agile 8-figure brands & scaling agencies.
- 02. Agency / Enterprise TierAir-gapped, cryptographically isolated tenant in our managed BigQuery environment, with zero vendor schema lock-in.
- 03. Exit Valuation Defense100% owned operational historical ledgers protect enterprise M&A brand valuation during due diligence.
The Amazon Data Crisis
A 7-figure kitchen appliance brand doesn't have a data storage problem. It has a data clarity problem.
Fragmented Silos
Your inventory lives in Seller Central. Your attribution sits in AMC. Connecting them requires fragile API bridges. They break during Q4 updates.
Fragile Spreadsheets
To calculate true TACoS, analysts download CSVs and run them through monstrous Excel macros. The business logic is undocumented. It breaks under scale.
Decision Paralysis
When leadership asks when an ASIN will stock out, it takes days to get an answer. By the time the data is cleaned, the opportunity to act has passed.
One Architecture to Solve Amazon Complexity.
Before we ever discuss deployment options, we build the foundation. Every solution runs on a strict, four-tier Medallion architecture. It transforms raw SP-API and AMC chaos into AI-ready intelligence.
We ingest the noise. We clean it deterministically. We apply your bespoke Amazon business mathematics and serve it directly to an air-gapped natural language AI agent.
Bronze Layer: Ingestion
Automated, raw data extraction directly from SP-API, AMC, Ads API, and ERPs.
Silver Layer: dbt Standardization
We enforce strict separation using dbt. Data is forcefully sanitized through separated dbt models to give you full control over every single step, securely mapping inputs to specific ASINs.
Gold Layer: Business Logic
Your custom calculations (True TACoS, specific FBA Margins, Restock alerts) are hard-coded.
Diamond Layer: Execution
The AI Agent securely reads the Gold logic to answer natural language operational queries.
Forged in Chaos.
Engineered for Amazon Brands.
Our architecture was forged in Amazon Commerce. We built a deterministic engine capable of parsing millions of rows of disconnected supply chain and advertising data into singular financial truths. It flags the exact SKU losing $340 a month in mismeasured pick-and-pack fees.
Today, that same battle-tested architecture isolates custom business logic specifically for scaling Amazon-native brands, aggregators, and enterprise agencies.
Profitability & P&L
SKU/ASIN-level net profitability, hidden FBA fee tracking, and true ROI mapping.
Inventory & Restock
FBA warehouse utilization, predictive stockout forecasting, and 3PL routing logic.
AMC & Ad Attribution
Multi-touch ad attribution, vampire spend isolation, and true cross-channel TACoS.
Financial Reconciliation
Automated chargeback audits, FBA reimbursement tracking, and unified accounting feeds.
Choose Your Infrastructure.
Your data. Your rules. We provide two distinct deployment models. Your decision infrastructure never compromises on precision.
Managed Amazon Engine
SaaS & Shared Cloud Environment
The OS is our fully-managed, high-performance operating system. We host the infrastructure, manage the computing power, and maintain the SP-API data pipelines on our secure cloud. You simply log in, access your custom Decision System, and interact with the AI Agent.
- ✓Zero Maintenance: We handle the servers, the Amazon API throttling, and pipeline health.
- ✓Rapid Implementation: Bypass lengthy engineering sprints and get to decision-ready data in days.
- ✓Continuous Evolution: Instant access to our latest platform upgrades and AMC integrations.
Agency / Enterprise Tier
Cryptographic Tenant Isolation
Every other analytics platform pools your brand data into a shared, multi-tenant database. The OS runs our entire technology stack, the bronze-to-diamond pipelines, the isolated data vaults, and the AI agent, in a managed BigQuery environment where your tenant is cryptographically isolated and yours alone.
- ✓Absolute Isolation: Your operational Amazon data is cryptographically isolated by tenant and never pooled with another brand.
- ✓Data Ownership: You own the data and its outputs, and can trigger an instant cryptographic purge from the terminal on cancel.
- ✓Air-Gapped Security: Engineered for organizations where IP protection and compliance are non-negotiable.
| Deployment Feature | The OS | Agency / Enterprise |
|---|---|---|
| Infrastructure Hosting | Managed Cloud | Managed, Air-Gapped BigQuery |
| Data Location | Cryptographically Isolated Tenant | Cryptographically Isolated Tenant |
| Medallion Core Pipeline | Included | Included |
| Custom Amazon Logic | Included | Included |
| System Maintenance | Fully Managed by our engineering team | Fully Managed by our engineering team |
| Vendor Lock-In | You Own the Data + Purge Rights | You Own the Data + Purge Rights |
Technical Briefings & System Logs
Why 8-Figure Amazon Brands Are Abandoning SaaS for Sovereign Data
EcoFlow DELTA Pro (ASIN: B0C1Z4GLKS) | Algorithmic Unit Economics
Amazon Germany | Smart Home Automation & IoT Sensors Report
Secure Your Amazon Operational Data Today.
Stop guessing. Start executing. Whether you need the agility of the OS or the absolute sovereignty of Enterprise Deploy, our engineering team is ready to map your Amazon pipelines.