Measure answer quality. Prove it improved.
Compare models side by side, trace every query end to end, and read the analytics — with a citation on every answer. The loop that turns a demo into something you can trust in production.
Cap = prior 12 months’ fees; excludes gross negligence.
Liability limited to fees paid; carve-out for intent.
What ships in each edition.
Citations & feedback
A citation on every answer and a feedback page (thumbs, stars, reason tags, comments).
Compare Models
One query across saved configs, scored on quality, tokens and response time.
Deep query tracing
Retrieval, reranking, LLM and streaming timings, parameters and confidence — CSV/JSON export.
Advanced analytics
Cohorts, trends and cost breakdowns on top of the basic dashboard.
See the quality loop in the live product · take the tour →
Trace timings, parameters and confidence.
Every query broken down — retrieval, reranking, LLM and streaming — with runtime parameters and a confidence badge, exportable to CSV and JSON.
Queries, latency, satisfaction, cost.
A dashboard of how much it’s used, how fast it answers, how happy people are and what it costs (queries, p95 latency, thumbs-up rate, tokens), with charts and export. Advanced analytics — cohorts, trends and cost breakdowns — are Enterprise.
“RAGSuite gave our industrial clients a sovereign AI they actually own — citation-backed, self-hosted, and defensible to their auditors.”
Compare Models, deep tracing and feedback — one quality loop, on your own infrastructure.
The quality loop, answered
What’s in the Community Edition?
A basic dashboard, a citation on every answer and feedback collection. Compare Models, deep tracing and advanced analytics are Enterprise.
How does Compare Models work?
Run one query across your saved model configs and compare score, token use and response time side by side. CE shows a locked teaser.
What does a trace show?
A timing breakdown — retrieval, reranking, LLM, streaming — plus runtime parameters and a confidence badge, exportable to CSV or JSON.
Can we export the data?
Yes — traces and analytics export to CSV/JSON in the Enterprise Edition.
Measure answer quality — don’t assume it.
Compare Models, trace every query, and close the feedback loop. We’ll set it up against your own content.