Inside Diaflow’s New Usage & Analytics Dashboards

Scaling AI across an organization brings incredible speed alongside the risk of invisible operational costs. Teams often struggle to map their monthly invoice back to specific daily activities. When members run complex workflows or chat with AI teammates, tracking the exact credit burn turns into a frustrating guessing game.

Diaflow eliminates this black box with our newly shipped Usage and Analytics surfaces. We designed these tools to bridge the gap between billing and actual platform behavior. By providing precise consumption data, we give both individual creators and administrators total control over their AI investments.

The Philosophy Behind Two Distinct Dashboards

Combining personal consumption and workspace totals on a single screen usually creates confusion. If a team shares a pool of 100 credits and a member uses 12, showing those two numbers together tricks the user into thinking they have 88 credits left for themselves. This assumption is false whenever colleagues draw from the exact same allowance.

Diaflow deliberately split this data into two highly focused views to prevent miscalculations. The Personal Usage screen provides actionable insights for the individual member. Meanwhile, the Analytics dashboard provides macro-level intelligence exclusively for workspace administrators.

Workspace Analytics: Macro Cost Intelligence for Admins

Workspace administrators need stable and trustworthy data to justify renewals or upgrades. The Analytics dashboard provides a complete monthly view of workspace consumption. This screen requires a manual refresh, ensuring your numbers stay perfectly still while you present metrics to finance leadership.

• Deep Monthly Metrics: Select any previous calendar month to inspect your daily credit trend. You can easily track the total monthly active users alongside the average credit spend per user.

• Future-Proof Provider Breakdowns: Track exactly how your credits are split across core platform features and external AI providers. The system automatically categorizes new vendors like OpenAI or Google, ensuring new models never silently escape your reporting.

• Top Consumer Rankings: Review the top five users, teams, and AI models driving your usage. You can expand these tables to page through every consumer in the workspace.

• Automated System Tracking: Scheduled workflows and automated tasks are explicitly labeled as unknown system activity. This prevents you from hunting for a non-existent colleague when auditing high usage.

Personal Usage: Real-Time Clarity for Every Member

The Personal Usage screen answers exactly what you consumed and how much balance remains. Located directly in your personal settings, this view tracks your specific activity within the current billing cycle.

• Actionable Itemization: Every charge in your history list links directly to the flow run, node test, or agent conversation that caused it. You can open the exact component from the charge row to audit or optimize your work.

• Human-Readable History: Activity logs use the actual names of your flows and pages rather than cryptic internal identifiers. Even if you delete a resource, the history row retains a marker so your past spend still reconciles perfectly.

• Instant Data Refresh: The personal dashboard re-reads your data every single time you open the screen. Work you just finished reflects immediately without requiring a manual browser reload.

• Smart Scope Protection: Single-seat workspaces display your hard plan limits right next to your footprint. For team accounts, total workspace limits are intentionally hidden here so members never mistake shared pool capacities for personal quotas.

Workspace analytics and personal usage will be available starting September 1st, 2026. We can't wait to let you use it.

Empowering your team with AI should not require blind spending or complicated spreadsheets. Diaflow provides the transparent operational metrics you need to scale confidently. Log in to Diaflow today to explore your usage history, review your team's footprint, and optimize your workflows.