Powerful intelligence needs disciplined economics.
A methodical architecture for Vault-first search, free monthly tests, usage warnings, paid depth, annual plans, and internal Theo Credits.
Every TheoB pathway can move through Past, Present, and Future without losing context.
Read current signals, conditions, and live context.
Voice ready
Search less. Remember more.
TheoB should not spend money repeating the same outside searches. Useful research gets verified, compressed, stored, and reused through Vault, Library, Agents, Scenarios, Bridge, and Signal Network.
Search Personal Vault, shared Vault, trusted shelves, and cached verified memory before external search.
Every account gets limited tests of premium features so users can feel the value before upgrading.
none → cached, light → quick lookup, standard → multi-source, deep → agent-verified research.
Show clear warnings before paid/deep searches, high-compute agents, or large external retrieval.
Allow advanced users to connect their own approved API/search provider keys later.
Upgrade only when users want more depth, speed, memory, agents, or monthly usage.
Let users try the magic, then pay for more depth.
Demo access, limited monthly deep tests, cached knowledge, basic Signal Network, starter Vault.
Higher monthly search/agent limits, persistent memory, advanced scenarios, more Vault storage.
Team workflows, deep research, multi-agent verification, contributor tools, regional intelligence.
Discounted yearly memberships to stabilize cash flow and reward commitment.
Start as utility credits. Do not become a bank by accident.
Internal platform utility credits for compute, deep search, storage, premium agents, and contributor rewards.
Credits are not deposits, interest accounts, securities, or unlicensed financial instruments.
Cash-out, financing, revenue share, and marketplace payouts require legal/compliance review later.