What it is

NSTRAT Neural Lense is our proprietary data-analysis accelerator that transforms raw enterprise data into AI-ready insight streams—fast. Purpose-built for SAP, Salesforce, and other mission-critical platforms, it detects patterns, cleanses inconsistencies, and engineers features so your data scientists can jump straight to model-building instead of wrangling spreadsheets.

​

Why it matters

• Cuts time-to-AI POC by 60 % through automated data-quality checks, schema harmonization, and one-click feature generation.

• Boosts model accuracy up to 25 % via built-in anomaly detection and outlier remediation.

• Extends existing investments in PLM, ERP, CRM, and IoT by streaming curated data directly into notebooks, AutoML tools, or Lakehouse platforms.

Core capabilities

• Smart Ingest – pre-built connectors for SAP S/4HANA, Ariba, Salesforce, Azure Data Lake, and more.

• Adaptive Profiling – AI models scan billions of rows to spot bias, drift, and privacy risks in near real time.

• Feature Forge – domain-specific feature templates for NPDI, supply-chain resilience, omnichannel service, etc.

• Explainable Insights – interactive dashboards that trace each recommended feature back to source systems and business impact.

• Governed Pipeline Manager – role-based approvals, versioning, and audit trails aligned with NSTRAT’s AI-governance framework.

• Differentiators

• Industry DNA – tuned for manufacturing, hi-tech, consumer goods, and automotive use-cases we implement every day.

• Plug-and-Play Compliance – pre-configured rules for GDPR, CCPA, and ISO 27001 keep audits painless.

• Scalable by Design – micro-services architecture deploys on-prem, cloud, or hybrid without vendor lock-in.