StratApps — The Strategic Applications Company
Generate privacy-safe synthetic data and accelerate AI outcomes.
StratApps creates high-utility, compliant synthetic datasets for analytics, ML training, and product testing—so your teams can build faster without exposing real PII/PHI.
Fits Finance, Healthcare, Retail, SaaS, and more.
63+ Satisfied Customers
Enterprise-grade delivery with measurable outcomes.
1
Innovation Accelerator
3+
Customer Guarantees
15+
Completed AI Projects
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Protected Identities
Implementing successful synthetic data pipelines involves several key
01. Define Outcomes
Clarify KPIs (AUC/F1/MAE, time-to-model), privacy thresholds, and governance policies.
02. Understand Your Data
Profile schemas, relationships, and edge cases; map PII/PHI and compliance scope.
03. Choose Generators
CTGAN/TVAE for tabular, transformers/diffusion for text & time-series; rules to preserve business logic.
04. Develop Quality Metrics
Distribution fidelity (KS/PSI), coverage, correlation structure, constraint adherence.
05. Proactive Privacy
k-anonymity targets, membership-inference checks, PII scrubbing, leakage tests.
06. Measure & Track
Utility vs. privacy tradeoff curves; dashboards for model performance and drift.
07. Iterate & Improve
Close the loop with your downstream tasks; auto-tune and retrain as distributions shift.
08. Govern & Share
Lineage, versioning, approvals; safe sharing to vendors/partners and non-prod environments.
Helping fast-moving customers scale with purpose.
We empower data science, analytics, and product teams through outcome-driven pilots and managed pipelines—paired with governance your risk office will love.
- Privacy-safe exploration: unblock innovation without waiting on lengthy access reviews.
- Bias reduction: augment rare classes and long-tail events to improve recall.
- Safer collaboration: share realistic data with partners and vendors—minus the risk.
StratApps Wins Recognition for Privacy-First AI Implementations
Our approach blends measurable privacy safeguards with model utility—earning recognition for real-world impact.
What’s different about StratApps
- Outcome-first: tuned to your KPI, not just “similarity.”
- Enterprise controls: approvals, lineage, catalog integration.
- Flexible delivery: consulting, managed service, or embedded teams.
“From review to execution, StratApps delivered. The AI uplift with privacy intact was exactly what we needed.”
— Program Lead, Fortune 500 (anonymized)
Solutions to help teams stay up and running.
AI & Data Integration
Create safe datasets for churn, expansion, and propensity modeling without exposing identities.
Analytic Transformations
Augment imbalanced events, simulate what-ifs, and stress-test features with realistic synthetic cohorts.
Enterprise BI
Publish synthetic data to governed BI zones for safer exploration and faster decision-making.
Data-as-a-Service
Deliver refreshed synthetic datasets via secure APIs/S3 for product and partner use cases.
AI Professional Services
Embed our experts to productionize pipelines and MLOps with your stack.
Compliance & Governance
Quantify privacy risk with reproducible tests and auditable workflows.