IQWorks for Privacy Engineers
Privacy engineers build the technical systems that implement privacy requirements across the organization. IQWorks provides the building blocks for privacy infrastructure, from automated data mapping and classification to DSR orchestration and protection APIs, accelerating privacy engineering programs.
The Challenge
Privacy engineering is an emerging discipline that bridges the gap between privacy requirements and technical implementation. Privacy engineers design data maps, build DSR fulfillment systems, implement consent propagation, configure data masking, and create privacy-preserving analytics pipelines. The scope of work is vast and the tools available are often inadequate.
Many privacy engineers spend significant time building custom tooling for data discovery, classification, and DSR orchestration. These custom tools require ongoing maintenance and rarely achieve the coverage or sophistication of purpose-built platforms. The result is that privacy engineering teams spend more time maintaining tools than implementing privacy controls.
Privacy engineering programs also need to scale across the organization. What works for a single product team must eventually work for every team that processes personal data. Building privacy infrastructure that scales across diverse technology stacks, data stores, and product architectures requires a platform approach.
Custom Tooling Maintenance Burden
Privacy engineers often build custom tools for data discovery, DSR fulfillment, and consent management. Maintaining these tools diverts engineering effort from implementing new privacy capabilities.
Scaling Across the Organization
Privacy infrastructure must work across diverse technology stacks, data stores, and product architectures. Scaling custom solutions beyond a single team or product is a major engineering challenge.
Data Map Accuracy and Currency
Manual data mapping quickly becomes stale. Privacy engineers need automated, continuously updated data maps that reflect the actual state of the organization's data landscape.
DSR Orchestration Complexity
Fulfilling data subject requests requires orchestrating lookups, extractions, and deletions across multiple systems with different APIs, data models, and performance characteristics.
The Solution
IQWorks provides privacy engineers with a comprehensive platform that replaces custom tooling and scales across the organization. DiscoverIQ provides automated data mapping that is continuously updated as the data landscape changes. ClassifyIQ delivers accurate, consistent classification that privacy engineers can extend with custom rules for organization-specific data types.
SearchIQ provides a DSR orchestration engine that privacy engineers configure once and then scales to handle any volume of requests. ProtectIQ offers protection APIs for encryption, tokenization, and masking that can be integrated into any application or pipeline. ConsentIQ provides consent storage and propagation infrastructure that privacy engineers can consume through APIs.
IQAgent enables privacy engineers to build automated privacy workflows that handle routine tasks end-to-end, freeing the team to focus on designing and implementing new privacy capabilities.
How It Works
Replace Custom Discovery Tools
DiscoverIQ replaces custom data discovery scripts with comprehensive, automated scanning that covers databases, cloud services, SaaS applications, and file storage.
Configure Classification Rules
ClassifyIQ provides built-in classification rules that privacy engineers extend with organization-specific patterns, categories, and sensitivity levels.
Orchestrate DSR Fulfillment
SearchIQ provides a configurable DSR orchestration engine that privacy engineers set up once for each data source, then scales to handle any request volume.
Consume Protection APIs
ProtectIQ exposes encryption, tokenization, and masking capabilities through APIs that privacy engineers integrate into applications and pipelines.
Build Automated Workflows
IQAgent enables privacy engineers to create automated privacy workflows that chain discovery, classification, protection, and notification actions together.
Key Benefits
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Frequently Asked Questions
Can IQWorks replace our custom-built data mapping tools?
Yes. DiscoverIQ provides automated data mapping that covers a broader range of systems than most custom tools, with continuous updates and no maintenance burden on the privacy engineering team.
How extensible is the classification system?
ClassifyIQ provides extensive built-in classifiers for common PII types and regulatory categories. Privacy engineers can extend these with custom regex patterns, keyword lists, and contextual rules for organization-specific data types.
Does IQWorks provide APIs for all capabilities?
Yes. Every IQWorks capability is accessible through REST APIs, enabling privacy engineers to integrate data protection into custom applications, pipelines, and workflows programmatically.