Provision realistic targets
Prepare managed test environments from production-shaped data with a deliberate, Jobs-first workflow.
New: chaptered video explainers — how masking works, the PostgreSQL tutorial, and the full platform tour. Watch now
OwlTable gives data teams a clear, governed way to provision realistic test databases—then OwlMask SDKs, local AI, and automation extend that control into engineering workflows.
Or explore OwlTable — the flagship platformProduction → test environment
customer-platform / nightly refresh
Target
sandbox-eu-01
Masked
12 columns
Integrity
Verified
Evidence
Available
Runs on your infrastructure
Installed locally — data never leaves your network.
PostgreSQL · MySQL · SQL Server
One workflow across the engines you already run.
Readiness-gated execution
Blocking checks stop unsafe jobs server-side.
Auditor-ready evidence
Validation re-scans and evidence packs per run.
OwlTable is the center of the ecosystem: connection-aware planning, execution readiness, provisioning, masking, relational subsetting, and verification in one operational surface.
Prepare managed test environments from production-shaped data with a deliberate, Jobs-first workflow.
Apply privacy controls while preserving the integrity that applications and test suites depend on.
Review validation, proof samples, audit details, and integrity reporting after the job completes.
Designed for the full delivery path
From connection setup to validated target data.
Short, chaptered explainers — how masking is done, step by step, with the guardrails and proof included.
How Data Masking Works in OwlMask — Full Walkthrough
2:42Everything you need to deliver high-quality, privacy-compliant test environments. Built for data platform teams and developers.
A Jobs-first workspace for teams to safely provision, subset, mask, and validate databases.
Headless SDK capabilities for extending privacy controls into CI/CD and application workflows.
Local AI capabilities for applying data-safety controls to unstructured free-text columns — nothing leaves your network.
An autonomous coding agent that inspects schemas and accelerates masking policy configuration.
Readiness, permissions, audit trails, and validation evidence designed for operational accountability.
Whether you want the full OwlTable UI experience or prefer embedding the headless OwlMask SDKs, we adapt to your workflow.
Provide self-serve, safe data environments to development teams. Enforce security standards across all environments using the OwlTable Provisioning UI.
Embed the OwlMask SDK directly into your data pipelines and Java/Next.js applications for headless, programmatic data masking.
Leverage OwlMask LLM — fine-tuned local models — for generative masking of unstructured free-text columns without sending data to any external AI API.
Let OwlMask Code — the autonomous coding agent — scan your CI/CD databases and automatically generate and test the YAML masking configuration files.
Start with OwlTable for governed data provisioning, then add the OwlMask capabilities your engineering workflow needs.
The operational home for data teams: plan Jobs, assess readiness, provision targets, mask sensitive values, subset relational data, and review validation evidence.
A complete Jobs-first workflow for dependable test data, without forcing teams to stitch together separate provisioning, masking, and verification tools.
OwlTable for data operations, plus the headless SDKs, local AI masking capabilities, and engineering automation tools in the broader OwlMask ecosystem.
One consistent safety model for data platform teams, application engineers, and the automation that connects their workflows.
Embeddable data-masking capabilities for teams that want to put privacy controls directly into their own services and pipelines.
Core masking tools with local generative capabilities for sensitive, unstructured free-text data.
Automation to inspect schemas, identify sensitive-data candidates, and accelerate masking configuration work.
Click request on any package. We manually generate and email you a secure 30-Day API Key.
Install the software on your own servers. Validate it securely against your real production data.
If you love it, we issue a standard invoice via Stripe. No auto-renewals.
Everything installs on your own servers. OwlTable connects to your databases from inside your network, and OwlMask LLM runs its models locally. No production data is sent to us or to any external AI API.
OwlMask is early, and we’d rather say so than fake it. What we can show you is the product itself — in the videos above, and running on your own machine within the hour. Being early is the advantage: the terms below don’t survive a logo wall.
Request the eval bundle and docker compose up brings OwlTable to life with a guided golden-path dashboard — connect, discover, mask, validate on sample data. No production access, nothing leaves your laptop.
See the 15-minute walkthroughEarly adopters lock in early pricing and get real influence on the roadmap — the next engine features are prioritized with our first users. In exchange we ask for honest feedback, and a reference only if the product earns it.
Every trial is hands-on with the person who built the product. First session: your schema connected, your first masking profile built, your first validated output — together.
Become a design partner“I built OwlTable because copying production into staging is how breaches happen, and the existing tools were either enterprise theatre or shell scripts. If you try it, you’ll work directly with me — and if it isn’t a fit for your stack, I’ll tell you that too.”
Put OwlTable on your own infrastructure and take a real schema from raw copy to masked, validated, evidence-backed test data — inside your 30-day trial.
30-day trial · runs on your infrastructure · founder-led onboarding · no auto-renewal