THE SEMANTIC RECORD · VOL. 01 · NO. 0001 · APR · 2026 92 ORGANISATIONS · 14,302 GOVERNED MODELS · 2.1M REPORTS RUN THIS MONTH · NINETY-NINE-NINES OF UPTIME
The semantic record · in production

A modeled truth.
Reports your analysts trust.

InsightHub is the analytics platform for teams who care about the underlying model. Author governed semantics, draft formula-rich reports, and bring the legacy BI estate along — parsed in place, diffed for fidelity, and re-expressed on a layer that runs DuckDB in the browser.

Organisations served
92+
Reports run / month
2.1M
Export formats
XLSX · CSV · Parquet

Decades of analyst convention. Zero retraining for your teams.

Fidelity measured as resolved objects, contexts, and formula outputs against the original model — averaged across customer migrations to date.
01 — Platform

What arrives in the box

Three surfaces, one governed record. Each ships with the primitives your analysts already reach for.

01

Semantic Modeling

Governed contexts, aliases, derived tables, and reusable functions. A modeling surface that captures decades of analyst convention — without the ritual.

  • Context-aware joins
  • Aliased dimensions
  • Parameterised expressions
  • Object-level security
02

Report Authoring

Cross-tabs, free-form blocks, dimensions and measures, formulas — drafted in-browser, executed on DuckDB in WebAssembly, exported in the formats your auditors expect.

  • Cross-tab & free-form blocks
  • Formulas & variables
  • Prompts & drill paths
  • Excel · CSV · Parquet
03

Migration Pipeline

A first-class reader for legacy BI universes and reports. We parse what you already own, diff it against the new model, and hand you a fidelity report — not a rewrite quote.

  • Legacy universe parser
  • Legacy report reader
  • Side-by-side fidelity diff
  • White-glove audits
02 — Migration

The migration, annotated

No forklift. No rewrite SOW. Point the parser at your repository and receive a fidelity dossier the same afternoon.

  1. 01

    Ingest

    We read your existing universes and report packages in place. No agents to install, no batch exports, no nightly cron.

  2. 02

    Reconstitute

    Objects, contexts, aliases, derived tables, and parameterised functions are re-expressed on the InsightHub semantic layer.

  3. 03

    Diff

    Every object and formula is executed on both sides. You get a side-by-side fidelity report, row-for-row — not a promise.

  4. 04

    Cut over

    Analysts sign in through SSO, find their reports in folders they recognise, and stop filing tickets.

03 — Architecture

Architecture, stated plainly

SvelteKit on the edge. A reactive metadata store at the core. DuckDB in the browser. Effect on the read-path. Every connector an isolated module behind a stable contract.

connectors/postgresql.ts TS · Effect
import { Effect } from 'effect'
import { Connector } from '../contract'

export const postgresql: Connector = {
  kind: 'postgresql',
  dialect: { quote: '"', limit: 'LIMIT' },
  execute: (sql, params) =>
    Effect.gen(function* () {
      const pool = yield* PgPool
      const rows = yield* pool.query(sql, params)
      return rows.pipeTo(Parquet.writer)
    }),
}
Connectors · in production
  • postgresql live
  • snowflake live
  • sqlserver live
  • databricks live
  • mysql live
  • oracledb live
Non-negotiables
  • SSO via SAML · OIDC · SCIM directory sync
  • Read-only execution paths · Parquet materialisation
  • Direct and gateway runtimes behind one contract
  • SOC 2 Type II · ISO 27001 · GDPR-ready DPA
We spent years teaching finance to write formulas. We were not about to teach them a new tool. InsightHub read our model, handed us a diff, and the analysts didn’t notice we’d moved.
A. Marchetti Head of Data Platform · European insurer
04 — Pricing

Tiers of the record

Per-seat pricing on the public tiers. Custom terms for the regulated estate. Every plan includes the migration toolkit.

Team

$24 per seat / month

Analyst teams running governed models on a single warehouse.

  • Up to 25 seats
  • PostgreSQL · MySQL · SQL Server
  • Full modeling & report surface
  • Email support
Talk to sales
Most popular

Business

$48 per seat / month

Production analytics for organisations consolidating their BI estate.

  • Unlimited modeling surface
  • All warehouse connectors
  • SSO · IdP groups · RBAC
  • SLA-backed support
Start a trial

Enterprise

Custom annual

Regulated estates with on-prem data and custom connectors.

  • Self-hosted gateway
  • Custom connector authoring
  • Dedicated migration engineer
  • Audit & compliance pack
Talk to sales
Fin.

Bring us one model.
We’ll bring back a dossier.

Send a representative slice of your existing BI estate. Within a week you’ll have a fidelity report, a migration plan, and a working replica of the surface your analysts already know — running on InsightHub.

Or write directly: hello@insighthub.dev