Sovereign AI Engineering & Governance for Enterprise

Enterprise AI shouldn't mean risking your sensitive data. We build sovereign architectures-deploying private LLMs, agentic workflows, and real-time PII redaction-so you can innovate securely and stay compliant.

Trusted by Leading Enterprises

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Our Engagement Model

Our structured AI governance engagement takes you from audit to a fully governed, SLA-backed sovereign AI system - with 24×7 support when you need it most.

AI Governance Readiness Audit

A fixed 2–3 week diagnostic of your AI surface area. We map data-exposure risks, compliance gaps (SOC2, HIPAA, GDPR), and architectural weaknesses before you ship.

Build & Implementation

Execution of the audit's roadmap. We deploy your private LLMs, implement real-time PII redaction, and build secure agentic workflows.

Ongoing Governance Retainer

Continuous engineering support, model updates, prompt-drift monitoring, and evolving compliance audits to keep your AI layer secure.

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Engineered for Enterprise Scale

Secure, compliant, and performance-tuned solutions engineered for mission-critical operations.

AI Governance Architecture

Implementation of our governed AI architecture framework for secure LLM orchestration and data-leakage protection.

Sovereign LLM Deployment

Private, on-premise, or VPC-native Llama/Qwen deployment with zero third-party data training.

Agentic Workflow Design

Multi-agent systems featuring Human-in-the-Loop (HITL) triggers for mission-critical decisioning.

Real-time PII Redaction

NLP-driven masking of sensitive credentials (SSN, Aadhaar, PAN) using our proprietary governance library.

Secure Vector RAG

Enterprise-grade pgvector knowledge bases with encrypted retrieval for legal and financial discovery.

AI Compliance & Auditing

Append-only forensic logging for SOC2, HIPAA, and GDPR-ready AI interactions and reasoning.

Sovereign Tool Integrations

Secure MCP-native bridges to Tally, SAP, and Salesforce with automated data-masking layers.

Enterprise QA & Red-Teaming

Continuous performance validation and adversarial testing for AI-driven production systems.

Who We Serve

Entesta partners with forward-thinking organizations that demand robust, scalable, and secure engineering solutions tailored to complex enterprise environments.

Regulated Industries (Law & Finance)

Ensure absolute data sovereignty and attorney-client privilege with zero-knowledge case discovery and architectural security layers.

HR & Recruitment Automation

Growth-Stage AI Startups

Digital Transformation Leaders

Regulated Industries (Law & Finance)

  • Zero-knowledge case discovery and encrypted retrieval systems

  • Attorney-client privilege protection for $100M+ legal firms

  • Automated PII redaction for high-stakes financial data processing

  • SOC 2 and HIPAA aligned audit logs for every AI interaction

Our Approach
Security

Built for EnterpriseSovereign Security

  • Sovereign LLMs: Private, on-prem, or VPC-native deployments
  • Compliance Ready: SOC2, HIPAA, GDPR, and ISO 27001
  • Security-by-Design: Local-first security with Rust sidecars

Core Logic & Agentic Reasoning

Django 5.xDjango 5.x
LangGraph
Stateful Reasoning

Security & Data Sovereignty

Rust (Tauri)
pgvectorPostgreSQL + pgvector
Encrypted RAG

Sovereign Tool Integrations

SalesforceSalesforce
SAPSAP / Tally
MCP Native

Engagement Plans for Every Stage

From your first AI governance audit to continuous 24×7 sovereign AI operations - structured engagements designed for regulated enterprise scale.

AI Governance Audit

Map internal tools, workflows, and data flows. Deliver a sovereign AI readiness report and remediation roadmap.

Sovereign Architecture

Design and deploy your our governed AI architecture layer - LLM selection, PII redaction rules, agentic graph, and compliance schema.

Full Deployment & Integration

End-to-end implementation: on-prem / VPC-native LLMs, encrypted RAG, MCP integrations, and forensic audit trails.

SLA & 24×7 Support

Post-handover SLA-guaranteed monitoring, ongoing red-teaming, model updates, and round-the-clock incident response.

Explore Detailed Service Plans

Smooth Journey from Idea to Scale

Our structured AI governance engagement takes you from audit to a fully governed, SLA-backed sovereign AI system - with 24×7 support when you need it most.

Identify Tools & Workflows
Phase 01
Phase 01

Identify Tools & Workflows

We audit your existing internal tools, data flows, and team workflows to map every touchpoint where AI governance must be enforced - from document handling to LLM prompt routing.

Phase 02

Architect the Sovereign AI Layer

Phase 03

Implement & Integrate

Phase 04

Train, Test & Handover

SLA-Guaranteed Uptime24×7 Support AvailableSOC2 / HIPAA / GDPR Ready

What Customers SayAbout Entesta

Entesta architected a sovereign AI layer on top of our existing infrastructure in under 90 days. Every prompt now flows through their governed AI architecture - PII is stripped before it ever touches the LLM, and our compliance team finally has the append-only audit trail they demanded for two years.

Krish Karthik

Director of Engineering, B2B2C Solutions

Krish Karthik

Deploy Governed AI,With Zero Data Sovereignty Risk