Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Cekura

Observe and analyze your voice and chat AI agents

Details

External ID
1102041
Source
PH
Company
—
Product
Cekura
Website domain
producthunt.com
Launched
March 24, 2026
Cohort
—
Upvotes
431
Upvotes percentile
0.819672131147541
Tags
SaaS, Developer Tools, Audio
Fetched at
Sept. 7, 2026, 1:22 a.m.
Updated at
Sept. 7, 2026, 1:22 a.m.

Description

Out-of-the-box 30+ predefined metrics for analysis on CX, accuracy, conversation and voice quality. Compile perfect LLM judges by annotating just ~20 conversations and auto-improve in Cekura labs. Real-time, segmented dashboards to identify trends in Conversational AI. Smart statistical alerts so that you get notified only when metrics shift from historical baselines. Automated system pings to catch silent production failures.

Enrichment

Theme
voice AI agents and infrastructure
Vertical
Horizontal
Function
Observability & eval
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
monitoring and analysis for ai agents
Manually corrected
False

Could you build this?

Partial The dashboards, LLM-as-a-judge evaluation prompts, and reporting UI are vibe-codeable, but real-time multi-platform telephony and audio observability with turn-level latency and voice-quality tracing require complex streaming infrastructure.

What it would actually take: The architecture requires ingesting WebRTC/SIP audio streams and event webhooks from providers like LiveKit, Pipecat, Vapi, and Retell. It needs a high-throughput time-series event processing pipeline (Kafka/ClickHouse) and specialized audio metric evaluators (measuring TTFT, packet loss, interruption latency, and audio MOS score) alongside LLM judge pipelines.

Competitors

Other products that read as similar to this one — 74 launches clear the similarity bar, closest 8 shown.

Attention rank: #16 of 75 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 133 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.