Engineering
AI Integration
Practical AI features — search, assistants, and automation — built responsibly.
We integrate AI where it genuinely helps — smarter search, in-product assistants, and automation — without hype and without compromising user privacy.
Grounded, not guessing
We favour retrieval-augmented approaches that ground responses in your own data, so answers are accurate and traceable.
Responsible by design
Clear data boundaries, self-hostable options, and transparency about what the system does and doesn’t do.
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