MP AI Labs — Build What's Next
DOCUMENT AI & RAG SOLUTIONS

Knowledge Base Integration Turnkey Enterprise Storage Connectors & Automated Vector Sync

Connect your AI systems directly to existing company files, databases, and collaboration tools. We provide turnkey connectors for SharePoint, Google Drive, Box, AWS S3, and Notion with automated real-time vector synchronization.

Production Performance Telemetry

Next.js 15 • Edge Hybrid Rendering

● LIGHTHOUSE 100
First Contentful Paint (FCP)
0.38s
Edge streaming SSR
Core Web Vitals
100 / 100
Perfect green score
End-to-End Type SafetyTypeScript 5.x
Intellectual Property (IP)100% Transfer
Accessibility: WCAG 2.2 AADPDP & GDPR Compliant
Problems Solved by Knowledge Base Integration

Manual File Uploads Become Outdated Fast

AI systems that require manual file uploads become stale within weeks as teams update files in cloud drives.

Security & Permission Leaks Across Shared Drives

Connecting AI to enterprise drives without mirroring existing permission structures risks exposing confidential files.

How MP AI Labs Solves This

Real-Time Event-Driven Vector Sync

Listens to cloud storage webhooks to re-index modified files and purge deleted files automatically.

Access Control Mirroring

Mirrors your existing Google Workspace and SharePoint access permissions down to the individual user level.

WHAT WE PROVIDE

What We Provide in Knowledge Base Integration

Core features and architectural capabilities built directly into your knowledge base integration deployment.

Turnkey connectors for SharePoint, Google Workspace, Box, S3, and Notion
Webhook listeners for instant incremental indexing of new and edited files
Automated purging of deleted files to prevent stale retrieval
User-level permission mirroring ensuring strict confidentiality
Enterprise encryption in transit and at rest with customer-managed keys
Health monitoring and synchronization status dashboards
What You Receive (Key Deliverables)
Enterprise Cloud Storage Connector Gateway
Event-Driven Incremental Vector Sync Service (Kafka / SQS)
Permission Mirroring & Access Token Vault
Synchronization Health & Stale Document Monitoring UI
Disaster Recovery & Vector Backup Automation
How It Helps Your Business & ROI
Continuous zero-maintenance real-time knowledge sync
100% adherence to existing enterprise security permissions
Zero manual upload overhead for employees and IT staff
Production Technology Stack & Standards
AWS S3Google Drive APISharePoint APIPostgreSQLKafkaPython
Security Hardened
OWASP & RBAC Best Practices
AI Guardrails
Deterministic Policy Filters
Data Privacy
Zero Model Training On Private Data
Multi-Cloud Deploy
AWS, Azure & GCP VPCs
High Availability
Edge Caching & Auto-Scaling
100% IP TRANSFER
ZERO LOCK-IN
PRODUCTION-READY CODE
Phased Delivery Lifecycle

How We Deliver Knowledge Base Integration

Stage 01

Storage Audit

Auditing enterprise drives, volume sizes, and OAuth credential models.

Stage 02

Connector Setup

Configuring webhook listeners and incremental chunking queues.

Stage 03

Security Mirroring

Testing user permission inheritance across shared drives.

Stage 04

Live Sync

Enabling continuous background synchronization with automated alerts.

Ready to engineer your Knowledge Base Integration?

Speak with our principal architects and software engineers. We will map out your exact system requirements, technical dependencies, and delivery timeline.

+91 89550 34189
•Sri Ganganagar, Rajasthan, India•Every brief gets a senior review. Reply within 24 hours.