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

Enterprise Knowledge Search Unified Semantic Search Across Fragmented Enterprise Silos

Break down internal data silos with intelligent enterprise search. Unify Google Drive, Notion, Confluence, Jira, and SharePoint into a single lightning-fast search engine that understands natural language intent.

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 Enterprise Knowledge Search

Wasted Hours Searching Multiple Tools

Employees search Google Drive, Notion, Slack, and Confluence separately, wasting 5+ hours every week looking for files.

Exact Keyword Search Fails on Intent

Traditional search engines fail if an employee doesn't remember the exact file name or specific technical wording.

How MP AI Labs Solves This

Unified Multi-Silo Search Index

Indexes all company documents into one secure vector search engine with automated sync.

Intent-Based Semantic Search

Understands conceptual questions and surfaces relevant documents even if the query uses different terminology.

WHAT WE PROVIDE

What We Provide in Enterprise Knowledge Search

Core features and architectural capabilities built directly into your enterprise knowledge search deployment.

Unified indexing across Drive, Confluence, Notion, Box, and SharePoint
Natural language queries that understand intent beyond exact words
Role-based access control (RBAC) ensuring file security permissions
Sub-50ms instant search autocomplete and faceted filters
AI-generated summaries displayed directly atop search results
Analytics on top searched queries and internal knowledge gaps
What You Receive (Key Deliverables)
Enterprise Search Index & Connector Sync Gateway
Role-Based Access Control (RBAC) Permission Mirroring
Natural Language Semantic Query Processor
Interactive Enterprise Search Bar & Results Dashboard
Search Analytics & Unanswered Queries Telemetry
How It Helps Your Business & ROI
5+ hours saved per employee each week on internal research
Unified search across all enterprise tools in one place
100% adherence to existing document access permissions
Production Technology Stack & Standards
ElasticsearchPineconeOpenAIGoogle Drive APIConfluence APIPython
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 Enterprise Knowledge Search

Stage 01

Silo Connector Audit

Reviewing company tool APIs and security permission models.

Stage 02

Unified Indexing

Ingesting files into hybrid search cluster with permission metadata.

Stage 03

Search Portal Wiring

Deploying search bar interface with instant autocomplete.

Stage 04

Company-Wide Rollout

Rolling out with single sign-on (SSO) integration.

Ready to engineer your Enterprise Knowledge Search?

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.