Zalingo Data Refinery

About

Zalingo AI (ALITA Therapeutics Ltd) — Synthetic Data Refinery (UK) PII-safe, high-fidelity synthetic datasets for rapid analytics, ML prototyping, and pipeline validation — without access hurdles.

What we offer

• Multi-industry coverage: Finance, Healthcare, Manufacturing, Retail, Technology, User Behaviour.
• Clean schemas & docs: stable columns, data dictionaries, preview samples.
• Fast time-to-value: parquet-first, query-friendly partitions, optional notebooks in premium kits.
• Ethics & privacy: 100% synthetic; no PII/PHI, not derived from real individuals or any single facility.

Tiers & Pricing

• Core Samples — £249 100k-row general samples per industry. Great for schema checks, dashboards, and proof-of-concepts.
• Focused Samples — £749 100k-row, use-case–specific datasets with labels/signals (e.g., CNP Fraud & Chargebacks, Readmission & LOS, PdM & Downtime RCA, Price Elasticity & Promo Uplift, SaaS Churn & Retention, Engagement & Conversion Signals).
• Premium Evaluation Kits — £1,999 ~1,000,000 rows + Jupyter notebooks + data dictionary & schema for end-to-end evaluation. (Available for Finance, Healthcare, Manufacturing, Retail, Technology (SaaS), User Behaviour; others on request.)

Sector Catalog (examples)

• Finance: card/e-com transactions, auth outcomes, cross-border/FX fields, fraud/chargeback labels, velocity & device/IP features.
• Healthcare: encounters with ICD/CPT-like codes, meds, labs, vitals, utilization; labels for 30-day readmission and LOS.
• Manufacturing: machine telemetry (temp/vibration/rpm/power), production & downtime events, PdM/RUL, OEE, scrap/quality, energy.
• Retail: basket & item-level POS/e-com, promos/markdowns, elasticity & uplift signals, loyalty/returns.
• Technology (SaaS): product usage & API telemetry, features, errors/latency, plan tiers, churn/retention labels.
• User Behaviour: web/mobile/omni events with attribution, funnels/cohorts, engagement metrics, propensity & CLV proxies.

Delivery & Format

• Instant download ZIPs with Parquet (Snappy) and optional CSV previews.
• Partitions by date/entity for efficient reads (works with Pandas/Polars/Spark).
• Refresh cadence: Monthly by default; Weekly/Daily available via subscription (S3/API).

Licensing

• Core/Focused: Proprietary — internal use, no redistribution/resale.
• Premium Kits: Evaluation License (90-day, non-production); upgrade to enterprise for production use and wider rights. (License texts included inside each listing.)

Support & Quality

• Response: within 1 business day.

• Fixes: material schema/data issues within 5 business days.

• Upgrade credit: move from sample/focused to enterprise within 60 days and receive credit.

• Disclaimers:

  • Healthcare: not real patient data; not for clinical decision-making.
  • Finance: not real cardholder data; not for production credit decisions.
  • General: synthetic, calibrated distributions; not representative of any specific company or facility; no targeting of individuals.

How to choose

• Just evaluating pipelines? Start with a Core Sample (£249).
• Have a clear use-case? Pick the Focused Sample (£749) that matches it.
• Need end-to-end benchmarking? Select a Premium Evaluation Kit (£1,999) with notebooks & docs.

Questions or custom needs (schema tweaks, languages, extra labels, delivery via S3/API)? Message us via the marketplace or email joshua@alita-therapeutics.com.