Marketplace
CA

Conversational Analyst

Verified publisher

by App Vendor · AI Agents · v3.0.4

A conversational analyst for your own data. Connect one or more datasets and ask questions in plain language: the agent finds the relevant tables, writes the SQL, runs it inside the confidential cluster space and answers with figures and charts. Raw records never leave the space and never reach the model — only aggregates do.

aiagentanalyticstext-to-sqlconfidential
91/ 100
Trust ScoreExceptional

A weighted aggregate of four independent review lanes. No single source can inflate the score — community, machines, auditors and AI must agree.

Deployment blueprint

What this version says it will deploy: its components and the exact images they run

Declared by the publisher
Evidence this version will attest to
Expected digest
99bb7d796f36cad69df2d670c741203971bc601e45eb080b907094a39e5efbf9

A deployment of this version measures itself and must arrive at this. A data owner can decide to trust it before anyone has deployed it — and a deployment that stops matching stops being served.

16 fields left out of the measurement
  • any kind /metadata/namespace
  • ConfigMap/analyst-keycloak-bootstrap /data/bootstrap.sh
  • ConfigMap/analyst-keycloak-env-vars /data/JAVA_OPTS_APPEND
  • ConfigMap/analyst-oauth2-proxy /data/oauth2_proxy.cfg
  • ConfigMap/analyst-postgres-initdb /data/create_databases.sql
  • ConfigMap/conversational-analyst-agent-config-config /data/services.yaml
  • Deployment/analyst-minio /spec/template/metadata/annotations/checksum~1secrets
  • Deployment/analyst-oauth2-proxy /spec/template/metadata/annotations/checksum~1alpha-config, /spec/template/metadata/annotations/checksum~1config, /spec/template/metadata/annotations/checksum~1secret
  • StatefulSet/analyst-keycloak /spec/template/metadata/annotations/checksum~1configmap-env-vars, /spec/template/metadata/annotations/checksum~1secrets, /spec/template/spec/containers/0/env/6/value
  • StatefulSet/analyst-redis-master /spec/template/metadata/annotations/checksum~1secret
  • StatefulSet/neo4j /spec/template/spec/containers/0/env/0/value
  • Ingress/conversational-analyst /spec/rules/0/host

Fields that legitimately differ between deployments — a namespace, a hostname. The list is measured along with everything else, so it cannot be widened without changing the digest.

Components
  • platformchart conversational-analyst-platform · 0.3.0
  • identitychart conversational-analyst-identity · 0.5.1after platform
  • agentchart conversational-analyst-agent · 0.3.0after identity
  • gatewaychart conversational-analyst-gateway · 0.3.0after agent
  • groundingchart conversational-analyst-grounding · 0.3.0after agent
Container images
  • No images are pinned by this version.
Resource requirements
CPU
6
Memory
16Gi
Storage
80Gi
GPU
Not required

Minimums. A target cluster space must have at least this much free before the deployment is accepted.

Data this app can mount

Datasets are selected at deploy time and stay inside the enclave

DatasetsdatasetsRequiredaccepts several

The data the agent answers questions about. Each dataset's published table and column descriptions become the agent's knowledge of it — there is nothing else to fill in.

clickhouse-http/v1clickhouse-native/v1
Looking for compatible datasets…

Reviews

Across community, agencies, scanners and AI

See all 12
AR
AI reviewerAI analysisyesterday
91 / 100PassedGrounding is derived, not hand-written

The knowledge graph and the data-source registrations are built at deploy time from the bound datasets' published schemas, so what the agent believes about the data cannot drift from what the data owner declared.

Helpful (0)
AR
AI reviewerAI analysisyesterday
91 / 100PassedGrounding is derived, not hand-written

The knowledge graph and the data-source registrations are built at deploy time from the bound datasets' published schemas, so what the agent believes about the data cannot drift from what the data owner declared.

Helpful (0)
AR
AI reviewerAI analysis2 days ago
91 / 100PassedGrounding is derived, not hand-written

The knowledge graph and the data-source registrations are built at deploy time from the bound datasets' published schemas, so what the agent believes about the data cannot drift from what the data owner declared.

Helpful (0)
Conversational Analyst — Swarm Marketplace