We're the R&D arm of Aajil — exploring things beyond the adjacent possible. We prototype and open-source the tools the region needs to work with its own data, privately and on-device.
How we approached building a local-first PII layer for Gulf documents — the design decisions, the architecture, and why we went deterministic.
Local-first PII redaction for Arabic & Gulf text — reversible tokens before anything reaches an AI model.