How to Build Your Own BigID
Replace BigID with a custom build. Enterprise Data Security Platform for DSPM & AI
Build Difficulty: 4/5
A few focused days to build a solid replacement
Estimated Timeline
Based on 48 features at Few Days difficulty, expect about 3-5 days with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 48 features
Compliance(7 features)
Continuously map, measure, and enforce compliance controls across data, AI, and regulatory frameworks
Monitor compliance status, generate reports, and automate remediation for violations
Leverage OWASP, NIST, and DOJ X-Border Rules to simplify reporting and compliance checks
Find and flag data that moves across regions or jurisdictions to reduce compliance and sovereignty risk
Simplify testing and reporting for emerging AI frameworks like the EU AI Act and NIST AI RMF
+2 more in this category
Classification(5 features)
Categorize and label structured and unstructured data by business, domain, or semantic meaning to streamline governance
Automatically classify files, emails, chats, and code at scale using advanced machine learning and AI classification models
Label data by sensitivity, taxonomy, or business context across buckets, folders, tables, and vector databases
Apply flexible, automated labeling for sensitivity, taxonomy, or business context to streamline management and compliance
Label data by type, sensitivity, and AI readiness with automated, identity-aware tagging for policy enforcement and governance accuracy
Privacy(5 features)
Simplify cookie consent and tracking compliance across websites and mobile apps
Deliver comprehensive privacy management spanning cookies, universal consent, data mapping, assessments, vendor management, data flow, RoPA, privacy preferences, DSR, and more
Automate DSAR, deletion, and portability workflows with full audit trails and compliance assurance
Give users control over how their data and AI interactions are used and processed
Centralize and enforce consent preferences for data and AI use across all channels
Risk Management(4 features)
Discover, assess, and take action on data and AI risk across every cloud, SaaS, and on-prem environment at enterprise scale
Track, assess, and prioritize regulatory and control risks across data and AI environments
Evaluate privacy and AI risks with continuous monitoring and actionable insights
Monitor, assess, and govern vendor data and AI sharing to reduce third-party risk
Access Control(3 features)
Track and restrict access to genAI data by user, model, or agent to maintain security and accountability
Gain full visibility and control into who accesses what data and monitor activity
Role-based access control scoped by person, team, or domain
AI Security(3 features)
Assess AI risk posture (AISPM), detect model and agent vulnerabilities, control access, and flag sensitive data use within AI systems
Detect when AI agents access sensitive data, enforce permissions, monitor behavior, and flag unusual agentic activity before it leads to exposure
Find unsanctioned models and copilots, detect unauthorized data use, assess vendor AI risk, and flag sensitive data exposure across MCPs
Data Management(3 features)
Extract, infer, and enrich metadata automatically using AI to improve accuracy, lineage, and ownership context
Identify and delete redundant, obsolete, or trivial data to reduce risk and storage cost across all environments
Enrich metadata with AI-driven inference for ownership, domain, and lineage to deliver a complete governance view
AI Governance(2 features)
Assess AI program risk, manage security posture, detect vulnerabilities and unusual access, and enforce responsible, compliant AI use
Track and control employee AI data sharing, label data for AI, apply guardrails, intercept risky prompts, and enforce user and role-based access controls
Cost Calculator
Pricing data not available for BigID. Check their website for current pricing.