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adam cohen

T2 · manager / operator

Founder of Weave (YC W23), building a prompt router that reads each prompt and routes to the cheapest suitable model (hosting open-source models in-US). Targets enterprises spending $5-10k/engineer/month; claims up to 80% token cost savings.

3 calls·1 name·100% bull·last heard 2 months ago·TBPN
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$WEAVEWeaveposition

Weave's prompt router cuts enterprise AI token spend up to 80% by shifting to cheapest model

Weave hosts open-source models in the US and routes each prompt to the most cost-efficient model at the prompt level, integrating into existing developer workflows (Claude Code, Codex) with near-zero latency — targeting enterprises spending $5-10k per engineer monthly.

TBPN2026-07episode →

most discussed · click a bar to filter

  • $WEAVE

recurring themes

  • Venture Capital1
  • AI Economics & Business Models1
3 total
$WEAVE
Weave
MEDadam cohen·TBPN·2 months ago·Robot Bans, Zuck Op-Ed, Open Letter, eBay Settles
Weave secures $13.5M funding for AI prompt router innovation
Weave has built a leading prompt router that optimizes AI spending by routing prompts to the most cost-effective models, addressing a significant portion (80%) of enterprise AI expenditure on coding tasks.
"Um and what we realized ahead of the curve we've always kind of been working with like uh token matchers of the world is figuring out once Opus 474A came out uh people realized th…"
135:36
$WEAVE
Weave
HIGHadam cohen·TBPN·2 months ago·Robot Bans, Zuck Op-Ed, Open Letter, eBay Settles
Cohen Raises 13.5M For Prompt Router That Cuts Enterprise AI Token Costs Up To 80 Percent
Weave's prompt router sits in developers' existing workflow (Cloud Code, Codex), reads prompts and routes to the cheapest suitable model (hosting open-source models in US), saving enterprises up to 80% on token spend with near-zero latency.
"we built the world's best prompt router. Um it reads your prompt uh and actually shifts it to the right model at the cheapest cost... anybody using cloud code or codeex uh plugs i…"
135:30
$WEAVE
Weave
HIGHadam cohen·TBPN·2 months ago·Robot Bans, Zuck Op-Ed, Open Letter, eBay Settles· position
Weave's prompt router cuts enterprise AI token spend up to 80% by shifting to cheapest model
Weave hosts open-source models in the US and routes each prompt to the most cost-efficient model at the prompt level, integrating into existing developer workflows (Claude Code, Codex) with near-zero latency — targeting enterprises spending $5-10k per engineer monthly.
"we built the world's best prompt router. Um it reads your prompt uh and actually shifts it to the right model at the cheapest cost... anybody using cloud code or codeex uh plugs i…"
135:30
7
Venture Capitaltailwind
Enterprise AI Adoption Drives Prompt Routing And Model Optimization Layer
Enterprises are adopting prompt routers (Weave) and model-agnostic platforms (Replit) to cut token costs 50-80%, enforce model routing policies, and automate workflows, creating a new infrastructure layer between applications and foundation models.
7
AI Economics & Business Modelstailwind
AI compute spending shifting to prompt routing for efficiency in coding tasks
As enterprises realize they don't need the best AI model for every task, particularly in coding where 80% of AI spend occurs, demand is growing for prompt routing tools that optimize model selection and reduce costs by matching tasks to the most cost-effective models.