We Analyze Metadata, Not Data.
In-Flight Analysis
The Mawi Intelligence Engine processes only the SQL AST (Abstract Syntax Tree) and schema metadata. We never see your rows.
Zero Data Extraction
Actual query results flow directly from Google’s servers to your browser. No data ever touches our backend storage.
Ephemeral Memory
Analysis results are stored in an encrypted Redis cache with a strict 10-minute TTL.
Identity & Access: "Your Project, Your Rules"
Mawi integrates seamlessly with your existing Google Cloud environment, requiring zero "Service Account" key sharing.
Figure 2: Mawi Backend via Serverless VPC Access Connector
VPC Service Controls
Mawi is fully compatible with VPC-SC perimeters. Our backend communicates via a Serverless VPC Access Connector, keeping traffic within the Google Private Backbone.
Least-Privilege Scopes
We only request bigquery.metadataViewer and bigquery.jobUser. We physically cannot read your table data.
OIDC SSO
Authentication via Google Identity Services (OpenID Connect), inheriting your existing MFA policies.
The Agentic Optimization Loop
How we "Heal" your bill in under 200ms.
Metrics Disabled.
Enable metrics to visualize real-time threat detection and cost inefficiencies.
Interactive Demo: Toggle "Cloud Health Metrics" to see Mawi in action.
Technical Specifications
| Deployment | Google Cloud Run (CA-WEST1 / US-CENTRAL1) |
| Data Residency | Canada CompliantCA-WEST1 (Calgary) / CA-CENTRAL1 (Montreal) |
| Encryption | AES-256 (At Rest), TLS 1.3 (In Transit) |
| Compliance | Designed for SOC2 / HIPAA environments |
Enterprise Procurement
Streamline onboarding with Google Cloud Marketplace Private Offers.
Private Offers
Consolidate billing directly onto your specific Google Cloud Invoice. We support custom EULA negotiation and private pricing tiers for enterprise volume.