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The Context Company Technologies Inc. 2026
Monitor and improve your AI agents.
Find what is breaking, why users struggle, and what to fix next across every agent run.
Get startedBook a demo
“It's really actionable. The insights are actually helpful and it provides direction on how we can improve our agent.”
MintlifyImageHahnbee Lee · Co-founder, Mintlify
“Immediately actionable learnings — we see where tool failures happen and cross-reference user feedback with conversations.”
HeartbeatMayhul Arora · Co-founder & CTO, Heartbeat
“In a few lines of code, you solved traces and error handling across every agent we run for customers.”
ItemImageAkshay Guthal · Co-founder & CTO, Item
Trusted by teams building agents at scale
HeartbeatMintlifyImageImageImageWhopImageImageImageItemImage
Pattern Detection
Spot recurring patterns across every trace
Surface user frustration, tool failures, and custom signals. Turn them into concrete fixes for your next release.
ImageWeekly highlights panel
Topic Clustering
Prioritize what users ask for most
Group conversations into topics, track how demand shifts, and focus agent work on the behaviors users actually need.
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Editing existing drafts487,291 runs · 27.3%
Stable
“How do I revise a draft the agent created last week?”
“Abel, can I pick up where I left off on an old conversation?”
60%30%0%
May 26Jun 1Jun 8
Automating workflows312,445 runs · 17.5%
Needs attention
“Can this run every morning and email me a summary?”
“How do I trigger the agent when a new ticket arrives?”
28%14%0%
May 26Jun 1Jun 8
Product how-to156,220 runs · 8.8%
Stable
“How do I filter runs by external user ID?”
“Where is the CSV export for session transcripts?”
12%6%0%
May 26Jun 1Jun 8
Integrations setup124,603 runs · 7%
Needs attention
“How do we connect Twistee to our staging workspace?”
“Does the MCP server support read-only API keys?”
12%6%0%
May 26Jun 1Jun 8
Silent Failures & Alerts
Catch silent failures before users churn
Get alerted on tool failures, hallucinations, and missed goals. Fix issues in Slack as they show up in production.
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# tcc-alerts
MessagesAdd canvas
The Context CompanyAPP12:36 AM
❯Highlights
Users praised improvements to order tracking and refund handling
  • •“wow that was fast, got my refund status in seconds” — view run
  • •“this is so much better than last week, actually found my order this time” — view run
❯Lowlights
Agent quotes the wrong product pricing
  • •“That's not the right price, your enterprise plan is $299 not $199” — view run
Conversations about scheduling had a 68% thumbs-down rate
  • •“It booked me for 3am again, I've told it I'm in EST three times” — view run
Agent misread the day of the week on date lookups
  • •“It told me April 18 is on a Thursday, but that's a Saturday this year” — view run
Report generated by The Context Company
Natural Language Search
Ask why users struggle, get answers in minutes
Search traces for frustration signals, stuck workflows, and repeated requests. Skip hours of log digging.
Reading recent conversations…
3 causes surfaced
Top signal
Users get stuck after unresolved account lookups.
164 runs
Suggested fix
Show clearer recovery options when lookup confidence is low.
high impact
Summarizing top causes...
Security & Compliance
Enterprise-grade security for AI data
VIEW TRUST CENTER
SOC 2 Compliant
Independently audited security controls.
GDPR Ready
Support for access, deletion, and control.
PII Redaction
Sensitive data redacted at the edge.
Zero Data Retention
Privacy-first architecture with zero data retention options.
ImageVercel AI SDK
ImageClaude Agent SDK
ImageLangChain
ImageLangGraph
Mastra
ImageCrewAI
Agno
Custom agents
ImageVercel AI SDK
ImageClaude Agent SDK
ImageLangChain
ImageLangGraph
Mastra
ImageCrewAI
Agno
Custom agents
Quick Setup
Start getting actionable insights in under 10 minutes
Plug into Vercel AI SDK, Claude Agent SDK, LangChain, and more. No rewrites to your stack.
READ DOCS
Start shipping better agents today.
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