The Copilot Report Your CFO Actually Wants
Finance wants one page: spend, value, and what's recoverable. CopilotIQ generates board-ready CIO, CTO and IT reports from every scan — exportable to CSV/PDF, with trends over time — so renewal conversations run on numbers, not assumptions.
Measure Copilot ROI Without Reading a Single Prompt
Copilot insight shouldn't mean reading people's prompts. CopilotIQ is metadata-only and read-only by design — full ROI and governance visibility, zero access to prompt content. Insight without intrusion.
Assigned ≠ Adopted: The Copilot Metric That Actually Predicts ROI
Licences assigned is a vanity metric. CopilotIQ measures real adoption — active users across every Copilot surface, tracked over time — so you can prove value and target enablement where it actually moves the needle.
Do You Know How Many Copilot Agents Are Running in Your Tenant?
Copilot Studio made AI agents easy to build — and easy to forget. CopilotIQ inventories every agent in your tenant and flags the unused, orphaned and sensitive-data risks, so shadow AI doesn't become your next incident.
Introducing Copilot IQ: Prove Your Microsoft 365 Copilot ROI — and Govern Every AI Agent
Copilot is easy to buy and hard to measure. CopilotIQ turns licence spend and AI-agent sprawl into one clear, read-only dashboard — so you can prove ROI and govern every agent without ever touching a prompt.
Stop paying for idle Copilot seats.
Idle Copilot seats quietly drain budget every month. CopilotIQ classifies every licence as active, dormant or never-used — and shows your reclaimable spend per month and per year, with a per-user list you can act on.
The 2019 Org Chart Strikes Back: A Copilot Hallucination Story
An anonymised account of what happens when Copilot grounds in a stale tenant — and what the post-mortem revealed about the cleanup we should have done first.
Your Copilot Is Only as Smart as Your SharePoint: Why Stale Files Are Hallucinations Waiting to Happen
Microsoft 365 Copilot grounds every answer in your tenant’s own content. When that content is stale, contradictory, or duplicated, Copilot doesn’t shrug — it answers with confidence. Here’s why that’s a problem and what to do about it.
Copilot Governance Starts With Content Hygiene
Most Copilot governance programs focus on access controls, sensitivity labels, and prompt filters. They overlook the most consequential variable: the quality of the underlying content. Here’s why content hygiene is the foundation, and what to do this quarter.
5 Ways Your M365 Tenant Is Lying to Copilot Right Now
opilot grounds its answers in your tenant’s content — and the content is full of contradictions, duplicates, and zombie data. Here are the five patterns we see in every scan that turn Copilot into a confident misinformer.