Clear, Real-Time Visibility Into How AI Is Used Across Your Workspace
Monitor usage, model spend, team activity, and automation performance in one governed dashboard — giving admins control, insight, and confidence as AI adoption scales.
Trusted by enterprises
Why Reporting Matters
AI adoption moves fast. Without visibility, companies risk overspending, misalignment, and unmanaged usage patterns.
WorkLLM Reports give admins a unified view of how teams use AI — which models they rely on, how credits are consumed, what tools or assistants drive value, and where governance needs tightening.
Reporting turns AI usage from guesswork into guided decisions.
Unified Reporting Dashboard
WorkLLM gives admins a complete, real-time view of how AI is used across the organization — from credit consumption to team adoption and message quality.
Credit & Cost Reports
Track how credits are being consumed across users, departments, and models, and understand where spend is concentrated. View your current cycle usage, remaining balance, and burn rate, along with multi-cycle trends to help forecast and control cost.
User & Adoption Reports
See how widely WorkLLM is adopted across your organization with clear visibility into total users, active users, and engagement patterns. Understand which teams rely on WorkLLM the most and how usage evolves over time.
Context Usage Reports
Monitor how often teams use contextual inputs — PDFs, images, documents, or app data — to enhance their work. Identify the most frequently used context types and understand where richer context drives better outcomes.
Assistant & Prompt Reports
See how your internal AI ecosystem grows by tracking the number of Assistants created, how often they’re used, and which Prompts teams rely on most. This reveals which workflows are becoming standardized and where teams benefit from repeatable templates.
AI Tools & AI Agents Reports
Track how teams execute real work using AI Tools and automated Agents. See which Tools and Agents are used most, where automation delivers value, and which workflows are ready to scale.
Message Insights & Quality Metrics
Understand how employees collaborate with AI by analyzing total message volume, average activity per user, and the share of messages using context or Assistants. Quality indicators — like thumbs-up and thumbs-down feedback — help you evaluate how well WorkLLM supports your organization’s work.
Built for Decision-Making Teams
Reports turn ongoing work into clear, shareable understanding — so teams and leaders can see what’s happening and decide what to do next.
The WorkLLM Advantage
Unified Analytics Layer
Model usage, app activity, context usage, assistants, tools, and automations — all tracked in one place.
Actionable Insights, Not Just Metrics
Identify optimization opportunities, cost-saving paths, and governance gaps instantly.
Workspace-Level Segmentation
View analytics by user, team, department, and model for better decision-making.
Built for Enterprise Governance
Every insight respects your workspace permissions and isolation — no cross-tenant exposure.
FAQs
What does the Reports dashboard show?
Reports provide a consolidated view of AI usage across your workspace — including credits consumed, active users, context usage, assistant engagement, prompt adoption, and message quality metrics.
Can I see which users or teams are consuming the most credits?
Yes. Reports include consumption breakdowns by user, department, model, and model provider so you can identify cost drivers and optimize AI usage.
Does the Reports dashboard show how many credits I have left?
Yes. The current cycle view displays credits used, remaining balance and # of days left for the rest of the cycle.
Can I see my credit usage history across previous billing cycles?
Absolutely. You can track credit consumption across the last six cycles to spot trends, seasonal patterns, and cost anomalies.
What adoption metrics are available?
You can track total users, monthly active users (MAU), and overall engagement across WorkLLM features.
Can I see how many Assistants & Prompts exist?
Yes. Assistant & Prompt Reports show total assistants & prompts.
Can I view LLM usage broken down by model?
Yes. Reports show usage by model, and model provider (OpenAI, Anthropic, Google, Meta, Mistral, etc.) so you can optimize for cost or performance.
Can I export reporting data?
Yes, Admins can export key metrics data.
Does reporting support compliance reviews?
Absolutely. WorkLLM provides transparent logs, access breakdowns, and model-level insights to support audits, compliance checks, and internal reviews.
Happy Customers
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