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eric lyman

T2 · manager / operator

Co-founder and co-CEO of Ramp (with Karim Atiyeh); 15-year working relationship. Launched token spend management product after observing 21x customer AI spend growth. Ramp owns global data center infrastructure for ~3x inference cost advantage. Previously built ML for receipt categorization pre-ChatGPT.

2 calls·2 names·100% bull·last heard 2 months ago·TBPN
track record

no scored calls yet — needs a stated position or a categorical verdict, with a matured window vs SPY

top calls

highest conviction · one per company
1sthigh conviction
$RAMPRampposition

Ramp launches token spend management after 21x customer AI spend growth; owns infra for 3x cost advantage

Ramp's owned data centers give ~3x inference cost advantage vs cloud; token spend management product addresses exploding enterprise AI costs (21x growth in 4 months) with visibility, routing, and optimization.

TBPN2026-07episode →
2ndlow conviction
$SIERRASierra

Sierra deploys proprietary small models for customer service; lobotomized for efficiency

Sierra builds specialized small models ('lobotomized' for customer service) demonstrating production pattern: route simple high-volume tasks to efficient models, reserve frontier for complex reasoning.

TBPN2026-07episode →

most discussed · click a bar to filter

  • $RAMP
  • $SIERRA

recurring themes

  • AI Economics & Business Models1
  • Enterprise Software1
2 total
$RAMP
Ramp
HIGHeric lyman·TBPN·2 months ago·TML Inkling, California Forever? TSMC Capex, Tokenomics, Roblox· position
Ramp launches token spend management after 21x customer AI spend growth; owns infra for 3x cost advantage
Ramp's owned data centers give ~3x inference cost advantage vs cloud; token spend management product addresses exploding enterprise AI costs (21x growth in 4 months) with visibility, routing, and optimization.
"over the last year, the last full months alone, ramp customer spend on tokens has grown by 21 times... the cost benefits of our infrastructure may be roughly 3x... there's an enor…"
55:00
$SIERRA
Sierra
LOWeric lyman·TBPN·2 months ago·TML Inkling, California Forever? TSMC Capex, Tokenomics, Roblox
Sierra deploys proprietary small models for customer service; lobotomized for efficiency
Sierra builds specialized small models ('lobotomized' for customer service) demonstrating production pattern: route simple high-volume tasks to efficient models, reserve frontier for complex reasoning.
"you'll see companies like Sierra having their own small models around what makes great efficient. And so you they've lobotoi uh you know just the part of the brain that is really…"
62:00
9
AI Economics & Business Modelstailwind
Enterprise AI spend explodes 21x (Ramp data); shift from subsidized frontier to hybrid routing + fine-tuned open source
Ramp customers' token spend grew 21x in 4 months; $3 Uber era ending. App companies use frontier models internally (coding) but fine-tune open source (Fireworks) for production. Sierra builds lobotomized small models for support. Dynamic routing based on task complexity emerging as standard architecture.
7
Enterprise Softwaretailwind
Generative interfaces adapt B2B SaaS to user roles; Ramp uses AI for dynamic UI per persona
Ramp leverages AI to create role-specific interfaces (AP clerk vs CFO views) solving B2B SaaS complexity. Generative interfaces show relevant views/graphs per user, making powerful products feel simple. This pattern extends beyond Ramp to all complex enterprise software.