Where is adoption slowing?
How do you manage agent performance? Anyone can build agents. The challenge is knowing how to align them to real business objectives.
What team is driving the most spend?
What model will deliver the most ROI?
Where can we make agents deterministic?
Introducing Guild Insights
Measure performance at a glance and optimize what matters most across every team, platform, provider, and agent.
Runtime
Dive deeper with complete runtime visibility
Get a comprehensive view of cost and performance across use-cases.
Cost
Control spend automatically with Budget Limits
Leverage Budget Limits to automatically shutdown long-running sessions before they drain down budget—then leverage Insights to identify areas for improvement.
Performance
Improve performance with hybrid agents
Programmatically identify workflows that can be managed with code and deploy immediate fixes to reduce run costs and make outputs more deterministic.
Visibility
Deliver visibility for the whole organization
Engineering leaders. Platform teams. Finance. Everyone needs something. Insights controls that complexity with cross-platform integrations that give every team the same view—whenever and wherever they need it.
Optimize your agents—don't compromise their quality
Insights isn't passive. Our dashboard helps teams identify practical opportunities to improve efficiency across their agent workspaces.
- Select the best model for any task
- Streamline prompts to reduce tokens
- Right-size tool calls
- And create new hybrid agents that thoughtfully deploy code to make agents more deterministic
Go beyond cost-cutting with proactive insights that help your agents consume resources with purpose—and has the receipts to prove it.
Frequently asked questions
Guild Insights is the cross-platform dashboard for AI agents. It gives every team one place to see AI spend, model performance, and agent ROI across every provider, workspace, and use case, then acts on that data with optimization recommendations and enforceable budgets.
Insights identifies your top cost drivers, recommends cheaper model configurations backed by real evals against your production sessions, and enforces monthly spend limits with circuit-breaker budgets that automatically stop workflows when they hit the cap.
Guild Insights connects to Anthropic and OpenAI today, with Bedrock, Cursor, and Gemini support coming soon. Admin keys sync usage and billed cost from each provider. The dashboard normalizes attribution across platforms, so Claude bought through Bedrock still counts as Anthropic.
Provider dashboards show spend for one vendor. Guild Insights shows spend across every vendor in one view, plus deeper attribution: cost by workspace, by user, by agent, and by trigger. And it acts on that data with optimization recommendations and budget enforcement that provider consoles do not offer.
Yes. Insights ingests spend from any provider you connect via admin keys, whether or not the underlying agent runs on Guild. For agents that do run on the Guild runtime, Insights adds session-level visibility, per-agent cost attribution, and the optimization recommendations you can't get from raw provider data.
Run. Control.
Transform with Guild.
Schedule a demo to see Guild in action.