Bespoke Detection Engines. Compiled for Your Exact Taxonomy.
Generic AI redaction tools fail on internal matter numbers, proprietary project codenames, and non-standard clinical identifiers. We engineer, benchmark, and compile custom pattern engines tailored to your organization's exact internal data schemas.
Test Bespoke Detection Across High-Risk Verticals
Select an archetype below to see how Redactorr captures proprietary internal identifiers that off-the-shelf LLMs and basic PII scrubbers miss completely.
// Internal Legal Matter Parser
const MATTER_PATTERN = /(?:MATTER|MAT)[:\s#-]*(\b202[4-9]-\d{4,6}\b)/gi;
const PARTNER_CODE = /\bPTN-[0-9]{3,5}\b/g;
const ESCROW_REF = /\bESC-[A-Z]{3,10}-\d{3,6}\b/g;From Internal Taxonomy to In-Browser Engine in 48 Hours
Every custom engine is synthesized through a rigorous 4-step engineering and benchmarking protocol before deployment.
Taxonomy Intake & Boundary Mapping
We review your internal schemas, sample redaction edge-cases, and regulatory requirements (APRA CPS 234, APP 11, DISP, or HIPAA).
Deterministic DFA Synthesis
Our cryptographic engineers author verified, backtracking-free regular expressions, Luhn/Mod checksum validators, and Trie lookup tables.
WASM In-Memory Compilation
Rules are compiled into an optimized binary pack that runs inside browser RAM or local Docker containers with sub-millisecond latency.
Zero-Egress Sealed Deployment
Deployed directly to your team via encrypted client bundle, air-gapped container image, or internal private npm/cargo registry.
Where Does Your Custom Engine Run?
All custom engines execute client-side or on customer infrastructure. No raw documents ever leave your perimeter.
| Deployment Topology | Execution Environment | Egress Boundary | Ideal For |
|---|---|---|---|
| Web Browser & Extension | WebAssembly / JS in client RAM | 0 Bytes (Browser sandbox) | Front-line staff, paralegals, claims processors copying into ChatGPT/Claude |
| Air-Gapped Docker VPC | Self-hosted Linux container | Air-gapped (No external network) | Hospital networks, defence contractors, sovereign cloud pipelines |
| Developer CLI & Pre-Commit | Local developer workstation | Local machine only | Engineering teams preventing proprietary API keys and tokens in git commits |
| Automated Batch Service | Private microservice / S3 listener | Customer-held AWS / Azure VPC | Archival discovery runs, bulk court brief processing, data migration sanitisation |
Specify Your Custom Detection Requirements
Send us your target entity descriptions or schema requirements. Our security engineering team will review your specifications and provide a synthesized rule preview and deployment quote within 24 business hours.