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Bolting AI On vs. Building Around It; The Unit of Change is the Company, not the Process
When the electric engine was made commercially viable, it took 30 years for factories to realize their potential; AI & companies are at the beginning of…
Jul 17
•
Sage Faraday
1
Case Study: UScope
Speeding up insurance claims photo reports with AI captioning
Jul 14
•
Owen White
and
Ryan Walden
Case Study: Branch
Scaling political topic modeling from manual annotation to a fine-tuned NLP pipeline
Jul 14
•
Owen White
and
Ryan Walden
Case Study: ARTBAT LIVE
AI-Driven Artist Discovery via Semantic Search
Jul 14
•
Sage Faraday
,
Eugene Cho
, and
Ryan Walden
2
Technical Report: AI-Driven Artist Discovery via Semantic Search
The architecture behind ARTBAT's semantic search: CLIP over an LLM, the embedding pipeline, and AWS deployment.
Jul 14
•
Sage Faraday
and
Eugene Cho
1
May 2026
Forward Deployed AI Product Engineers (FDPEs)
A forward deployed AI product engineer is someone who embeds directly with a client to own the full loop from user problem to what the user sees…
May 31
•
Sage Faraday
3
1
December 2025
The $1.2 Trillion Professional Services Iceberg
General Catalyst's Playbook for Transforming Professional Services with AI
Dec 22, 2025
•
Ryan Walden
1
Case Study: ProService Hawaii
Kickstarting an the first AI transformation in PEO
Dec 15, 2025
•
Ryan Walden
Private Equity's AI Transformation Dilemma
The Need to Prioritize Transformations for your Professional Services Portcos
Dec 2, 2025
•
Ryan Walden
November 2025
SLMs, The Nesting Dolls of Intelligence
How downsizing intelligence is the clear path forward to successful AI applications
Nov 11, 2025
•
Ryan Walden
3
2
1
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