Playbook32 min
The GEO Playbook — Engineering AI Search Visibility in 2026
Our open framework for turning your brand into the cited answer across every major LLM. Eight chapters, twelve case patterns.
Read piece
LIB-OSIntelligence Library
Research, playbooks and field notes from the studio.
Everything we publish is grounded in shipped production work. No theory, no abstraction — just what actually moved the system.
Engagement signals
Live
8
Long-form publications
27
Active deployments cited
9
Verticals covered
0
Sponsored content, ever
The library
Filter by format.
Research18 min
Measuring LLM Citation Drift — A New Telemetry Framework
Why citation share is the new share-of-voice, and how to instrument it at the model-output level.
Read piece
Report44 min
State of Enterprise AI Automation — Q2 2026
Field data from 27 active deployments across nine verticals. What works, what stalls, what compounds.
Read piece
Guide26 min
RAG Architectures for Regulated Industries
Patterns and anti-patterns for HIPAA, FINRA and GDPR-aware retrieval at enterprise scale.
Read piece
Playbook21 min
AI Brand Mention Engineering — From Invisible to Authoritative
A nine-surface program for becoming the source models cite when answering category questions.
Read piece
Webinar55 min
Designing Multi-Agent Systems That Scale
Recorded session with our lead agents engineer covering specialization, memory and guardrails.
Read piece
Field note14 min
Vision QA on Brownfield Lines — What Actually Ships
Lessons from deploying edge vision into 14 industrial plants — including the failure modes nobody publishes.
Read piece
Field note17 min
Operating Cost of Frontier vs. Open-Weight at Scale
Unit-economics breakdown across Claude, GPT-4o, Llama 3 and quantized variants in real workloads.
Read piece
Subscribe
Get the next piece in your inbox.
One email when we publish — typically every two to three weeks. Unsubscribe with one click.
Engagement
Working on something we've published about?
A 30-minute working session with the engineer who wrote it. Bring your problem, leave with a plan.