Model Context Protocol (MCP) & Self-Learning RAG Memory
Turn your private business data into an intelligent context brain. Uses Model Context Protocol (MCP) and local vector embeddings to ground AI responses in your exact studio pricing, rate cards, and client history.
A better way to work
Without RAG Memory MCP
- ✕Generic AI models giving bland corporate responses that know nothing about your pricing or studio rules.
- ✕Having to re-type your rate cards, cancellation policies, and gear inventory into ChatGPT every session.
- ✕High risk of proprietary client contracts and financial records being ingested for public AI training.
With RAG Memory MCP
- ✓Isolated vector memory store indexing your studio rate cards, past proposals, equipment lists, and SOPs.
- ✓Standardized Model Context Protocol (MCP) tools allow AI agents to query your database dynamically.
- ✓Strict tenant boundaries guarantee your business data is never leaked or shared with other workspaces.
The foundation for every workflow
RAG Memory MCP powers critical operations across your workspace, keeping your projects organized, connected, and moving no matter how complex the production.
Model Context Protocol (MCP) Interface
Standardized agent protocol allowing LLMs to read studio data and invoke discrete system tools safely.
Vector Knowledge Ingestion
Drop in studio PDF rate cards, brand guidelines, and contract terms for automatic vectorization.
Real-Time Dynamic Grounding
AI responses quote your exact studio policies, cancellation penalty percentages, and package prices.
Zero-Training Privacy Shield
All embeddings and context tokens are processed with enterprise zero-retention API guarantees.
Plus, everything you need to get it done
Anthropic Claude 3.5 Sonnet
Deep ReasoningSynthesizes complex legal contracts, shooting scopes, and rate cards with full context awareness.
Google Gemini 3.5 Flash
Sub-80ms VoiceInstantly transcribes multi-lingual audio voice briefs into structured line-item shoot deliverables.
OpenAI GPT-4o Schema Dispatch
Deterministic JSONExtracts validated JSON schemas for direct CRM status updates and multi-channel API executions.
Official WhatsApp Cloud API
Verified BusinessDispatches instant client quotes, shoot brief confirmations, and approval buttons directly to WhatsApp.
NPCI Dynamic UPI QR Code
Instant AdvanceEmbeds dynamic payment QR codes with exact 50% milestone values for zero-fee immediate settlement.
Section 10A IT Act Digital Seal
Court AdmissibleGenerates SHA-256 cryptographic envelopes meeting Indian Information Technology Act standards.
Sony Cinema & FX6 Inventory
Hardware LockDirectly checks gear serial registry to guarantee zero camera or lighting kit double-bookings.
Google Calendar 2-Way Sync
CalDAV HubCoordinates multi-location studio floors and automatically sets tentative holds for client review.
GSTN Portal SAC 998314
18% Tax LedgerAuto-calculates intra-state CGST+SGST or inter-state IGST with one-click export for your CA.
Build custom studio reports you can actually work from
All 18% CGST/SGST ledger tax filings auto-calculated
RAG Memory MCP is just the beginning
RAG Memory MCP is the connective tissue of the Cora platform. E-Sign, 18% GST Invoicing, CRM, Call Sheets, and more in a single, converged workspace. Explore everything you unlock when your studio runs in one place.
Lead CRM
Visual Kanban pipeline & stages
E-Sign Vault
IT Act 2000 digital contracts
18% GST Invoicing
SAC 998314 billing & UPI QR
Master Calendar
Multi-location shoot holds
Crew Dispatch
Call sheets & gear allocations
Asset & Gear Hub
Sony FX6 kit check-ins
Media Vault
8K RAW footage delivery
Voice-to-Scope
Audio brief transcription
Review Portal
5-star Google review engine
Form Builder
Embeddable lead widgets
Content AI
Viral scripts & storyboard copy
RBAC Security
Role permissions & audit logs
Task Board
Post-production milestones
Email & SMTP
Verified custom domain inbox
Mobile App
iOS & Android instant alerts
All 20 Modules
Explore complete studio OS
3-Step Workflow Execution
Upload Studio SOPs & Guidelines
Upload your studio rate cards, gear lists, and standard contract clauses into the Knowledge Base.
Automatic Vector Indexing
Cora segments and embeds your text into high-dimensional vector representations in milliseconds.
Context-Aware AI Execution
AI Co-Founder automatically retrieves relevant chunks when generating proposals or answering queries.
Security
EverywhereStop paying separately for point solutions
RAG Memory MCP natively eliminates the need for these standalone tools:
Frequently Asked Questions
Explore Related Cora OS Modules
AI Co-Founder
Automate proposals and daily studio operations.
Voice-to-Scope
Convert audio briefs into structured scopes.
Docs Portal
Interactive API docs and testing playground.