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Decision intelligence for production AI agents
See what your AI agent is missing.
Moduna turns production conversations into new business opportunities and exposes blind spots where your agent fails users, so product teams know what to build next.
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Get started in minutes<br>One integration. A clearer product roadmap.<br>Instrument the agent once. Moduna continuously turns the conversations already happening in production into structured product evidence.
Python<br>Copy code<br>from moduna import Instruments, Moduna
moduna = Moduna()<br>moduna.init(<br>"app_name": "customer support",<br>"framework": Instruments.LANGCHAIN,<br>"api_key": "mod_...",
Opportunity radar<br>Find demand before it becomes a feature request.<br>See emerging needs, repeated workarounds, and high-value conversations that point to the next workflow, feature, or revenue opportunity.<br>Emerging opportunity<br>Enterprise pricing handoff
+38%
Blind-spot detection<br>Catch failures that traces call successful.<br>Detect unresolved intents, clarification loops, missing handoffs, and confident answers that never actually help the user finish the job.<br>42%<br>Non-resolution
32%<br>Frustration rise
14<br>Blind spots
How it works<br>From production signal to the next decision.
01ConnectAdd Moduna to the agent stack you already run.
02DetectCluster real conversations into goals, friction, and unmet demand.
03PrioritizeRank the blind spots and opportunities worth shipping next.
The intent dashboard for AI agent teams.<br>Moduna shows what users want, where the agent breaks, and what to improve next.
img:first-child]:pt-0 data-[size=sm]:gap-3 data-[size=sm]:py-3 *:[img:first-child]:rounded-t-lg *:[img:last-child]:rounded-b-lg">12.4k<br>Conversations analyzed
img:first-child]:pt-0 data-[size=sm]:gap-3 data-[size=sm]:py-3 *:[img:first-child]:rounded-t-lg *:[img:last-child]:rounded-b-lg">38<br>Intent clusters detected
img:first-child]:pt-0 data-[size=sm]:gap-3 data-[size=sm]:py-3 *:[img:first-child]:rounded-t-lg *:[img:last-child]:rounded-b-lg">27%<br>Average non-resolution rate
img:first-child]:pt-0 data-[size=sm]:gap-3 data-[size=sm]:py-3 *:[img:first-child]:rounded-t-lg *:[img:last-child]:rounded-b-lg">14<br>Agent improvement opportunities found
img:first-child]:pt-0 data-[size=sm]:gap-3 data-[size=sm]:py-3 *:[img:first-child]:rounded-t-lg *:[img:last-child]:rounded-b-lg">Executive summary<br>svg]:pointer-events-none [&>svg]:size-2.5! bg-primary text-primary-foreground [a]:hover:bg-primary/80">Top opportunity<br>This week's top intent opportunity: Refund escalation
Why it matters: Refund-related conversations account for 18% of unresolved demand. Frustration is up 32% week over week, and 42% of these conversations fail to reach resolution.
img:first-child]:pt-0 data-[size=sm]:gap-3 data-[size=sm]:py-3 *:[img:first-child]:rounded-t-lg *:[img:last-child]:rounded-b-lg">Recommended agent improvements<br>Ranked opportunities for the next roadmap review
1Add guided refund escalation workflow
2Improve billing dispute handling
3Route enterprise pricing questions to sales earlier
img:first-child]:pt-0 data-[size=sm]:gap-3 data-[size=sm]:py-3 *:[img:first-child]:rounded-t-lg *:[img:last-child]:rounded-b-lg">Intent clusters<br>Ranked by unresolved demand and likely agent impact
IntentVolumeFailure RateImpactRecommended Agent ImprovementRefund escalation1,28442%svg]:pointer-events-none [&>svg]:size-2.5! bg-primary text-primary-foreground [a]:hover:bg-primary/80">HighAdd guided refund workflowBilling dispute91236%svg]:pointer-events-none [&>svg]:size-2.5! bg-primary text-primary-foreground [a]:hover:bg-primary/80">HighImprove resolution policySubscription cancellation74029%svg]:pointer-events-none [&>svg]:size-2.5! bg-secondary text-secondary-foreground [a]:hover:bg-secondary/80">MediumAdd retention flowEnterprise pricing41825%svg]:pointer-events-none [&>svg]:size-2.5! bg-primary text-primary-foreground [a]:hover:bg-primary/80">HighRoute to sales earlierPassword recovery39018%svg]:pointer-events-none [&>svg]:size-2.5! bg-secondary text-secondary-foreground [a]:hover:bg-secondary/80">MediumImprove authentication handoff
img:first-child]:pt-0 data-[size=sm]:gap-3 data-[size=sm]:py-3 *:[img:first-child]:rounded-t-lg *:[img:last-child]:rounded-b-lg">Intent trends<br>Loading dashboard chart view
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Build from production truth<br>Your users already told you what to build next.<br>Moduna makes the signal visible, ranks what matters, and shows where your AI agent needs to improve.<br>Get Started Book a Demo
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