QuickSim · probability diagnosis
https://mycelis.ai/
LaunchSim · Probability diagnosis
Mycelis AI Agent Runtime
AI Infrastructure for Agent Deployment67%
CONDITIONAL GOIncumbents launching competing routing tools
Facts
Fermi estimate
North America AI agent infra TAM $12B by 2027
1.2M NA AI teams * $850/year avg spend = $1.02B 2024 TAM, 11x growth by 2027
Winner
LangChain
Built dev mindshare first for agent tooling
Flop
Baseten
Failed to differentiate from cloud AI offerings
Must be true
1.65% token cost reduction is core non-negotiable value prop
2.OpenAI compatibility is required for zero-code onboarding
3.Regulated users prioritize data sovereignty over cost
Element balance
Earth · Good FortuneFoundational infrastructure for AI agent deployments
55
45
50
65
35
Fire
Rise
Water
Std
Air
Wax
Earth
Std
Spirit
Wane
Probability chain
Demand exists
80%
73% of NA AI teams rank token costs as top expense
Unit economics
75%
$420 avg MRR per seat, 70% gross margin on routing
Channel reach
60%
3% conversion rate on dev community free trials
Moat buildable
55%
Routing performance improves with more user query data
Blockers
OpenAI will launch native dynamic routing by Q4 2024-5%
LangChain already released beta agent routing features-3%
Personas
A
Alex32 yrsFintech startup AI engineering lead
I spend 20 hours monthly optimizing token costs for our agent stack
S
Sam26 yrsIndependent AI agent developer
I only spend $150/month on tokens so savings are minimal
P
Priya41 yrsBank enterprise AI infra lead
We already built custom in-house routing for compliance
"Cut AI agent token costs 65% with zero code changes"
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