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Context is Everything - UK AI Consultancy & Private AI Deployment

Context is Everything is a UK-based AI consultancy specialising in private AI deployment and institutional intelligence. We build SASHA, an enterprise AI platform deployed inside your firewall, trained on your proprietary methodology. Our AI concierge Margaret demonstrates these capabilities for free on our website.

Our Team

Proven Results

Community

Community tools, skills, and guides for getting the most out of AI

Community Skills

Reusable AI procedures for Sasha Studio — documented workflows that teach Claude how to perform specific tasks consistently. Open source, community-maintained, and ready to use.

Cool Charts
Data VisualisationD3.js

Cool Charts

Transform complex data into interactive visual stories using D3.js. Build network graphs, timelines, sankey diagrams, and 17+ chart types with built-in animations, hover tooltips, and cinematic presentation mode. Two design systems: vibrant for impact, minimalist for clarity.

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Knowledge Graph Builder
Knowledge ManagementData Extraction

Knowledge Graph Builder

Convert unstructured text into structured, machine-readable knowledge graphs. Extracts entities, relationships, and evidence from any document, with confidence scoring and automated quality validation. Outputs JSON ready for D3.js, Neo4j, or any graph database.

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Folder Organisation Analyser
File OrganisationProductivity

Folder Organisation Analyser

Analyses your folder structure and recommends the best organisational approach based on what's actually in there. Scores five paradigms (phase-based, entity clustering, artifact-type, flat with metadata, tag-first) and generates step-by-step migration plans.

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Markdown Fact Checker
Quality AssuranceKnowledge Management

Markdown Fact Checker

Detect hallucinations and verify accuracy in markdown documents. Systematically checks URLs, citations, quotes, and claims against source material with confidence scoring and automated quality validation.

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Community Skills
DevelopmentCommunity

Community Skills

Contribute and update skills in the community repository. Automates the complete GitHub workflow: cloning, branching, committing, pushing, and PR creation for sharing skills with the Sasha community.

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Stealth Search
ResearchWeb Scraping

Stealth Search

Search paywalled and protected sites (LinkedIn, WSJ, news sites) using stealth browser techniques when WebFetch fails. Extracts metadata from search results without bypassing authentication.

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Help Articles

Coming soon — guides and tutorials for getting started.