Market Opportunity

Architectural PII redaction - central control plane for enterprises targets a $12.0B = 100,000 enterprises x $120K ACV - target: global enterprises needing enterprise-grade PII governance across toolchains and agents total addressable market with medium saturation and a year-over-year growth rate of 12-18% annual growth in data governance and privacy tooling spend driven by regulation and cloud adoption.

Key trends driving demand: Agent proliferation - more LLM agents and automated tool calls increases runtime PII exposure and demand for orchestration-level controls; Regulatory tightening - GDPR, CCPA updates and growing fines make enterprises invest in auditable policy enforcement; Shift from discovery to runtime - companies already have discovery tools but now need enforcement at API and agent runtime; Platform consolidation - enterprises prefer single control planes that can cover multi-cloud and multi-tool ecosystems.

Key competitors include OneTrust, Microsoft Purview / DLP, BigID, AWS Macie / Google Cloud DLP, Ad-hoc scripts, proxies, and internal middleware.

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Architectural PII redaction - central control plane for enterprises

Executive Summary

Market Validation

Market Opportunity

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