Coming 2026

MindInsights

AI-powered knowledge intelligence for Obsidian vaults. Create MindWaves from your vaults to unlock actionable insights with structure optimization, project correlation, and intelligent decision support.

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Turn Knowledge Into Intelligence

MindInsights analyzes your Obsidian vault to create MindWaves - powerful intelligence snapshots that uncover patterns, connections, and insights to help you make better decisions and optimize your knowledge workflow.

Key Features

MindWave Structure Intelligence

Optimize your vault organization with AI-powered MindWave analysis. Detect orphaned notes, suggest improved taxonomies, and discover hidden connections in your knowledge graph.

Project Correlation

Discover connections between projects you never knew existed. Identify patterns and knowledge reuse opportunities across your entire vault with advanced pattern recognition.

Intelligent Decision Support

Get data-driven recommendations based on your historical patterns and outcomes. Learn from your past decisions to make better choices in the future.

Productivity Insights

Understand your knowledge creation patterns and velocity. Track your productivity over time and identify what works best for your workflow.

How It Works

Create Your MindWave

Simply upload your Obsidian vault as a zip file via our secure web interface to create a MindWave. Your data is processed and deleted after analysis.

AI Analysis

Our AI/ML container parses your markdown files, extracts links and tags, builds a knowledge graph, detects projects and patterns, and generates embeddings for semantic search.

View Insights Dashboard

Explore actionable insights in an interactive dashboard. See visualizations of your knowledge graph, project correlations, and productivity patterns.

Improve Your Workflow

Apply MindWave insights to optimize your vault structure, strengthen connections between notes, and make more informed decisions based on your historical patterns.

Built on Shared AI/ML Architecture

MindInsights is built on the same AI/ML architecture that powers all Methodical Cloud products. This means:

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Proven Technology: Battle-tested ML models from FinInsights adapted for knowledge intelligence

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Continuous Improvement: Models improve across all products as we learn from aggregated patterns

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Privacy-Focused: Your vault data is processed, analyzed, and then deleted - never stored long-term

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Fast & Efficient: Optimized container architecture for rapid analysis without compromising quality

Development Roadmap

Phase 1: Shared AI/ML Container

Weeks 1-4

Build core shared AI/ML framework and Docker container (organization-level infrastructure)

Phase 2: Web Application

Weeks 5-8

Build web UI and backend for vault upload and insights

Phase 3: Vault Analysis & Insights

Weeks 9-12

Complete vault parsing, graph analysis, and insight generation

Phase 4-6: Launch & Optimization

Weeks 13-24

Dashboard, visualizations, model training, and production launch

In Active Development

MindInsights is currently in Phase 1 development. Sign up to be notified when we launch our beta program.

Join Beta Waitlist