Finding root cause meant stitching logs, traces, and metrics by hand during incidents. Now AI surfaces the hypothesis; engineers verify.
An AI-powered accounting platform used by more than 3,500 companies, including Lululemon, Chipotle, and Shopify, whose AI agents draft journal entries, reconcile accounts, and flag exceptions directly in customers' general ledgers.
Thousands of customers close their books during the same handful of days each month, making a degraded ERP sync not an inconvenience but a...
“Our AI story is fundamentally a trust story. Agents that touch financial workflows have to be observable, auditable, and defensible. If we can’t reconstruct what an agent did and why, we haven’t earned the right to put it in front of an accountant.”
Accounting workflow automation platform for financial close management.
Open source observability platform for monitoring, visualization, and data analysis.
FloQast's Incident investigation is part of this use case:
Related implementations across industries and use cases
Scattered monitoring across 125+ AI models slowed debugging. Unified telemetry lets teams trace issues from user sessions down to the GPU.
Untangling 30-call AI interactions consumed developers. Now, support teams use system traces to resolve context issues without engineers.
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Scattered monitoring across 125+ AI models slowed debugging. Unified telemetry lets teams trace issues from user sessions down to the GPU.
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
Keyword bots bottlenecked 100 agents supporting millions. Now, AI resolves FAQs, freeing staff to mine chat logs for product feedback.
30-minute report-digging kept fleet audits chronically deferred. Now one prompt delivers every device, flag, and follow-up emails at once.
Teams searched blind across disconnected systems for days. An AI agent now runs the investigation, surfacing root cause automatically.
Finding root cause meant stitching logs, traces, and metrics by hand during incidents. Now AI surfaces the hypothesis; engineers verify.
An AI-powered accounting platform used by more than 3,500 companies, including Lululemon, Chipotle, and Shopify, whose AI agents draft journal entries, reconcile accounts, and flag exceptions directly in customers' general ledgers.
Thousands of customers close their books during the same handful of days each month, making a degraded ERP sync not an inconvenience but a...
“Our AI story is fundamentally a trust story. Agents that touch financial workflows have to be observable, auditable, and defensible. If we can’t reconstruct what an agent did and why, we haven’t earned the right to put it in front of an accountant.”
Accounting workflow automation platform for financial close management.
Open source observability platform for monitoring, visualization, and data analysis.
FloQast's Incident investigation is part of this use case:
Related implementations across industries and use cases
Scattered monitoring across 125+ AI models slowed debugging. Unified telemetry lets teams trace issues from user sessions down to the GPU.
Untangling 30-call AI interactions consumed developers. Now, support teams use system traces to resolve context issues without engineers.
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Scattered monitoring across 125+ AI models slowed debugging. Unified telemetry lets teams trace issues from user sessions down to the GPU.
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
Keyword bots bottlenecked 100 agents supporting millions. Now, AI resolves FAQs, freeing staff to mine chat logs for product feedback.
30-minute report-digging kept fleet audits chronically deferred. Now one prompt delivers every device, flag, and follow-up emails at once.
Teams searched blind across disconnected systems for days. An AI agent now runs the investigation, surfacing root cause automatically.