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Automatizav1
PRODUCT

One analytics platform, layer by layer

Governed ingest, semantic model, dashboards, alerting, and API, no black boxes.

layers
05
sla p95
4.8m
tests
127
sources
24
01 · INGEST

Ingestion with a contract

We connect transactional sources, events, and SaaS. Every table declares a schema contract and a freshness window.

DATA FLOW

From raw source to activation in one pipeline

Every byte is traceable. Every metric is defined once. No spreadsheets in the middle.

01 · SOURCES
Sources
DBs · SaaS · events
02 · PIPELINE
Pipeline
ELT · tests · dbt
03 · WAREHOUSE
Warehouse
modeled · governed
04 · ACTIVATION
Activation
BI · reverse-ETL
02 · MODEL

Versioned semantic model

Staging, intermediate, and marts layers in dbt. One metric, one definition, tests on every PR.

marts/fct_revenue.sqlSQL
0
SELECT
  date_trunc(1, order_ts) AS period,
  SUM(amount_cents) / 100.0 AS revenue,
  COUNT(DISTINCT customer_id) AS customers
FROM {{ ref(2) }}
WHERE status = 3
GROUP BY 1;
03 · DASHBOARD

Executive and operational dashboards

Dashboards on the semantic model. No formulas scattered across 10 places.

workspace/dashboard/revenue
Revenue · last 12 days · USD
Target $10kDec 08$12,420
04 · ALERTING

Alerts to the right channel

Metric anomalies and contract violations route alerts straight to the table owner.

alerts · active4 firing
ALR-01MRR delta > 3σ · 24h
ALR-02freshness > 15min on stg_orders
ALR-03schema drift on crm_contacts
ALR-04null rate > 2% on fct_revenue.customer_id
05 · API

API for activation

Export any modeled metric via REST or reverse-ETL. No proprietary middleware in between.

fetch metricTS
curl https:0
  -H 1 \
  -d 2 \
  -d 3
PLAYGROUND

Three queries, three answers

Tap a tab to see the query and pre-rendered result.

query.sqlrun
SELECT period, revenue
FROM fct_revenue
ORDER BY period DESC
LIMIT 6;
result6 rows
periodrevenue
2025-04$184,320
2025-03$163,880
2025-02$148,120
2025-01$132,400
2024-12$129,880
2024-11$121,200

Wire a real pipeline to your warehouse

30-min stack review. We come back with a scoped plan, an owner, and a freshness contract. No SDR, no slide deck.