Heft IQ Intelligence Suite

Syntropy Data Generation Engine

Synthetic data generation across supply chain domains — 3PLs, manufacturers, suppliers, and ERP systems. Production-grade datasets with realistic correlations and anomalies, seeded, deterministic, and ready in minutes.

Capabilities

Built for supply chain intelligence

Every dataset is engineered so analysts and AI agents can discover meaningful patterns across the supply chain without manual data wrangling.

Correlated Datasets

Latent entity traits drive every downstream metric. Carrier reliability shapes on-time delivery, supplier quality controls defect rates, and inventory accuracy determines stockout frequency.

Known-Bad Cohorts

Pre-injected anomaly groups — late carriers, unreliable suppliers, slow warehouses, and demand spikes — ensure your analytics always finds interesting signals.

Deterministic + Fresh

SHA-256 seeded RNG means the same seed produces identical output. Daily cron generates fresh time-series facts. Backfill creates 90-day historical windows on demand.

Domain Registry

Supply chain domains

Each domain is a self-contained module with its own schema, generators, trait engine, and validation suite. Click an active domain to explore.

marketplace

Active

Sellers, orders, shipments, returns, ad performance

Dimension Tables

seller_traits
sellers
skus

Fact Tables

orders
shipments
returns
ad_performance

3pl

Coming Soon

Warehouses, inventory levels, inbound/outbound, pick accuracy

manufacturer

Coming Soon

Production lines, work orders, quality inspections, OEE

supplier

Coming Soon

Supplier scorecards, purchase orders, delivery reliability

erp

Coming Soon

General ledger, budget vs actual, demand forecasts, procurement

API Reference

Endpoints

All generation is triggered via HTTP GET requests. Vercel cron runs daily mode automatically at 06:00 UTC.

GET
/api/generate?domain={domain}&mode=daily
Generate today’s daily facts. Cron target — runs at 06:00 UTC.
GET
/api/generate?domain={domain}&mode=backfill
Full backfill — schema, traits, static dims, and 90 days of facts.
GET
/api/generate?domain={domain}&mode=backfill&days=30
Custom backfill window. Replace 30 with any day count.
GET
/api/generate?mode=status
Check recent generation runs across all domains.
// Sample response: GET /api/generate?mode=status { "status": "ok", "recent_runs": [ { "domain": "marketplace", "run_date": "2026-03-03", "run_mode": "daily", "status": "completed", "rows_inserted": { "orders": 5556, "shipments": 5200, "...": "..." }, "completed_at": "2026-03-03T06:02:14" } ] }
System Status

Generation runs

Live data from the Neon PostgreSQL database.

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