
Reveal
Reveal is an AI‑native embedded analytics platform for SaaS teams, delivering white‑label dashboards, conversational insights, and strict governance. Ship in‑product analytics without iframes, control costs and tokens, and enforce roles, permissions, and audit trails within your own infrastructure.
Overview
Developers install client and server SDKs, map data sources, and wire JWT-based roles. Dashboards render inside existing views; users explore, drill, and switch to conversational Q&A for deeper analysis. Server policies cap AI usage, while logs capture who asked what and which data was accessed.
Capabilities & Architecture
Ideal for SaaS product teams, engineering leaders, and data platform owners who need customer‑facing analytics without introducing a separate BI tool. Common scenarios include multi‑tenant KPI dashboards, embedded reporting, anomaly surfacing within workflows, and conversational exploration for non‑technical users. Regulated industries benefit from on‑prem options, strict auditability, and alignment with existing authentication and authorization models.
- Embed dashboards and AI natively with SDKs, not iframes or redirects.
- Connect diverse data sources to generate real-time, interactive, branded visualizations.
- Pass JWT roles to enforce row-level access inside your application context.
- Enable natural language Q&A with explainable results, anomalies, and suggested actions.
- Set per-tenant AI usage caps and capture detailed, immutable audit logs.

Why It Matters
Who Uses Reveal
Getting started is straightforward: add the client package for your framework and a server SDK (.NET Core, Java, or Node). Configure data connectors, map tenant context and JWT claims, and render a dashboard component inside an existing route. Enable conversational analytics on the server to translate questions into secure queries. Apply usage policies per tenant, turn on query logging for audits, and deploy to your preferred environment—cloud, private cloud, or self‑hosted. Sample code, migration paths, and documentation help teams ship in weeks.
Embedded where our users work, not in a separate tool—governed, branded, and fast.
Implementation & Onboarding
Reveal stands out for being 100% embedded—no iframes—combined with governance‑first design and predictable cost control. Teams keep their brand, UX, performance, and security model while unlocking AI‑assisted insights users actually adopt. For SaaS products prioritizing auditability, data isolation, and developer control, Reveal is a pragmatic path to production analytics.
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