Dual-model analysis
Track GPT + Claude progress, monitor divergence, and know when the meta-consensus layer needs your attention.
GPT stream
GPT-5.1 reasoning
Analyzing
Running long-context prompt with guardrails...
0% complete
Claude stream
Claude 3.7 sonnet
Analyzing
Running long-context prompt with guardrails...
0% complete
Meta consensus supervisor
Continuously compares GPT + Claude deltas and decides which follow-up questions to send back to the founder.
agreement
0.78
Follow-up needed
Clarify enterprise onboarding timeline from GTM view.Follow-up needed
Quantify attention currently spent on analyst check-ins.Follow-up needed
Validate data freshness for revenue cohort modelling.Analysis timeline
Every stage is persisted through Supabase for auditing.
Context sanitized
12s agoPrompt injection guard applied
GPT-5.1 streaming
Just now4,100 tokens processed
Claude 3.7 streaming
Just now3,750 tokens processed
Consensus prepping
AwaitingDivergence threshold 22%
Meta confidence
Shows when the AI needs human validation.
Signal health74%
Divergence threshold0.22
Next action: Review consensus in /review once both models hit 100%.