Measure usage without killing discovery.
A platform economics layer for monthly quotas, first-month exploration, founder overrides, warnings, credits, and contributor access.
Every TheoB pathway can move through Past, Present, and Future without losing context.
Read current signals, conditions, and live context.
Voice ready
Attention reveals value.
Early launch should not over-monetize too soon. TheoB should observe what users naturally explore, where costs rise, which routes create retention, and which systems deserve paid expansion.
Launch users get generous first-month access so TheoB can learn where people naturally go when money is not the first barrier.
Founder can grant free, extended, or special access to family, testers, partners, contributors, sponsors, institutions, or exchange agreements.
Warn before expensive actions instead of surprising users with hard stops.
Users should see monthly limits, search depth, credits, remaining tests, and reset timing clearly.
Agents should reuse Vault knowledge before spending on external search or high-compute workflows.
Users upgrade because they want more depth, memory, speed, agents, and convenience — not because the demo is locked away.
Track cost drivers clearly.
Low-cost lookups and cached retrieval.
Multi-source external search, agent synthesis, and proof capture.
Agent assignment, planning, verification, routing, and execution tasks.
Strategic foresight simulations and route comparisons.
Saved memory, files, proof trails, summaries, and reusable research.
Internal utility credits for premium compute, search depth, agents, and contributor rewards.
Controlled generosity beats rigid paywalls.
Monthly starter limits, exploration features, and limited premium tests.
Higher launch allowance to measure real behavior and reduce friction.
Higher monthly quotas, deeper research, persistent memory, and advanced workflows.
Team workflows, contributor tools, regional intelligence, and higher compute access.
Manual override for selected people, pilots, contributors, family, strategic testers, and exchanges.
Rewards for verified research, regional reporting, professional expertise, and useful knowledge additions.