How bp Sphere Thinks

Introduction · context, evidence, policy, decision
Full traceability One runtime

How bp Sphere forms decisions

Every mission uses the same runtime chain: context, evidence, policy, reasoning, confidence, human judgment, action, and learning. That is what turns many mission-specific agents into one governed enterprise platform.

What happens after a recommendation? Platform Architecture

Context → Evidence → Policy → Decision

This is the core execution sequence bp should associate with every journal, payment, credit, treasury, or forecast recommendation.

1
Question
A business signal arrives: journal entry, invoice, credit request, forecast variance, cash alert, or operational exception.
2
Context Discovery
bp Sphere discovers the business, process, organizational, and operating context required to interpret the signal correctly.
3
Evidence Discovery
Documents, transactions, history, approvals, reconciliations, and prior decisions are assembled around the signal.
4
Policy Evaluation
Delegation, controls, risk thresholds, and deterministic rules are applied to the assembled evidence.
5
Reasoning
Agents reason over the governed context and evidence rather than starting from an unconstrained prompt.
6
Recommendation
The platform produces a recommendation with rationale, confidence, impact, and alternative paths.
7
Human Judgment
The analyst, controller, leader, or approver accepts, challenges, modifies, escalates, or rejects.
8
Action
Approved actions are routed to execution systems through governed gateways.
9
Learning
Decision history, overrides, outcomes, and replay strengthen future recommendations.

Full traceability

What bp Sphere can show for every recommendation

  • Source systems used
  • Documents reviewed
  • Policies applied
  • Calculations performed

Runtime governance

  • Agents involved
  • Confidence score
  • Human overrides
  • Final outcome

Why it matters

The platform can answer not only what it recommends, but exactly how that recommendation was formed and how it was governed.

One governed runtime behind every mission

Common runtime chain
Business signal → context → evidence → policy → reasoning → confidence → human review → execution → replay
Business Signal
Context Layer
Evidence Layer
Policy Runtime
Replay + Evidence
↓
Mission agents using the same runtime
Journal Agent, Payment Agent, Credit Agent, Treasury Agent, Forecast Agent
Journal Agent
Payment Agent
Credit Agent
Treasury Agent
Forecast Agent