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Insights on enterprise intelligence
Thoughts on AI, search, team alignment, and the future of enterprise software.
Product
Why your enterprise search tool isn't working (and what to do about it)
Most enterprise search tools index files but ignore context. Here's the architectural difference that makes organizational intelligence actually usable.
Engineering
The case for real-time org charts over static ones
Your company changed last week. Your org chart didn't. Here's why static org charts are silently destroying alignment — and how dynamic mapping changes that.
GTM
LinkedIn intelligence at scale: from 3-person research to 500-person GTM
Manual LinkedIn research doesn't scale past a small team. This is how modern revenue organizations are automating relationship graph intelligence.
Security
What zero data retention actually means for enterprise security
When we say zero data retention, we don't mean 30-day deletion. We mean queries are never stored. Here's the technical architecture that makes it possible.
Research
The hidden cost of knowledge fragmentation: a 100-person company analysis
We analyzed 12 months of internal communication data from a 100-person SaaS company. The results on knowledge retrieval time were worse than we expected.
Engineering
How we built archzOS: the tech stack behind 42ms P99 search
Building sub-50ms latency at the 99th percentile requires choices that most search products don't make. Here's our architecture.