DEMO ENVIRONMENT · sample data for “Northwind Global” · restart tour
DWDana Whitfield
AIDE Index
Real-time AI maturity score
The live AIDE Index across all three dimensions and six pillars, computed from internal + open-source data — every number anchored to when the evidence was created. Use the date-range presets and scrub the trend to see how each has moved.
AIDE Index · liveAdvancingBuilder
Coverage 100% · 22750 docsConfidence 90%as of 2d ago
From 7 live sources: Slack, Gmail, Google Drive, GitHub, HubSpot, Google Workspace, Open Source Intelligence.
Three dimensions fan into six pillars
Leadership · trend72
▲ +23 since Aug 25
Company · trend66
▲ +20.5 since Aug 25
Workforce · trend56
▲ +26.5 since Aug 25
AI Literacy74
▲ +24 since Aug 25
AI Advocacy69
▲ +22 since Aug 25
AI Orientation60
▲ +18 since Aug 25
AI Implementation71
▲ +23 since Aug 25
AI Team Literacy57
▲ +26 since Aug 25
AI Team Adoption55
▲ +27 since Aug 25
Each box shows that dimension’s / pillar’s own trend over the full history.
How each pillar is measured · methodology & terminology
Scoring is AI inference, not keyword matching: a language model reads the full text of every document and judges which of these channels it genuinely supports — with a confidence and a rationale that quotes the evidence. The data sources show where each pillar’s evidence comes from. The example cues below are illustrative signals (and the deterministic fallback used only if the model is unavailable) — a transparency guide to what each channel captures, not the method itself.
AI Literacy
Data sources:GmailGoogle DriveOpen-Source IntelligenceSlack
e.g. “ai course” · “ai training” · “learning ai” · “certification” · “tutorial” · “workshop” · “upskill” · “how to use” · “getting started with ai” · “ai literacy”
AI Advocacy
Data sources:GmailGoogle DriveOpen-Source IntelligenceSlack
External Voice
e.g. “posted about” · “wrote about ai” · “spoke at” · “webinar” · “keynote” · “thought leadership” · “linkedin post” · “published” · “on a panel” · “podcast”
Internal Evangelism
e.g. “you should try” · “everyone should” · “we should use ai” · “champion” · “evangeliz” · “rolling out ai” · “encourage the team” · “pushing ai” · “ai-first”
AI Orientation
Data sources:GmailGoogle DriveHubSpotNotionOpen-Source IntelligenceSlack
e.g. “used claude” · “used chatgpt” · “used copilot” · “i prompted” · “we prompted” · “my prompt” · “the prompt i” · “asked the model” · “had ai” · “used ai to” · “generated with ai” · “ai-generated” · “ran it through” · “fed it to” · “output from” · “hallucinat” · “context window” · “system prompt” · “few-shot” · “fine-tuned” · “rag” · “embeddings” · “token” · “temperature” · “model picked” · “reviewed the ai” · “double-checked the ai” · “the model got” · “tried a few prompts” · “iterated on the prompt”
Enablement
e.g. “enablement” · “team training” · “onboarding” · “upskilling the team” · “lunch and learn” · “brown bag” · “internal training” · “ai workshop” · “team workshop” · “learning session” · “office hours” · “peer learning” · “knowledge sharing” · “best practices” · “team playbook” · “taught the team” · “showed the team” · “demoed to the team” · “walkthrough for the team” · “shared a guide” · “how-to for the team” · “group training” · “team certification” · “enable the team” · “train the team” · “show and tell”
Shared Skill
e.g. “the team knows” · “we all use” · “everyone uses” · “team is familiar” · “shared understanding” · “across the team” · “team-wide” · “collectively” · “whole team” · “we all know how” · “team is learning” · “our team uses” · “team has learned” · “team capability” · “team proficiency” · “team is comfortable with” · “team fluency” · “team got up to speed” · “ramped up on ai” · “team adopted” · “everyone on the team” · “team familiarity” · “team confidence with ai” · “team understands”
AI Team Adoption
Data sources:GitHubGmailHubSpotLinearSlack
Breadth · from usage telemetry
Embeddedness
e.g. “shared prompt” · “shared prompts” · “team agent” · “agents in” · “automation in” · “standard workflow” · “prompt library” · “woven into” · “part of our workflow” · “team uses” · “we use ai to” · “built an agent” · “our workflow” · “team relies on” · “baked into” · “default tool” · “everyone uses it for” · “integrated into our process”