Operational resilience is designed into the runtime
Operational Resilience & Business Continuity
How bp Sphere keeps finance operations controlled when AI, agents, data, networks, or cloud services degrade.
AI is optional. Business continuity is not. bp Sphere is designed so finance operations continue when LLM services fail, agent runtimes fail, network connectivity is lost, Databricks is unavailable, SAP interfaces are delayed, policies change unexpectedly, or cloud regions experience outages.
The objective is not perfect AI. The objective is uninterrupted business operations.
Success Path
Business Event
v
Decision Request
v
Agent Runtime
v
Policy Validation
v
Evidence Collection
v
Action Execution
v
Replay Stored
Failure Path
Business Event
v
Decision Request
v
Agent Runtime
v
Agent Failure
v
Fallback Policy
v
Human Workflow
v
Business Continuity
v
Replay Stored
Resilience Layer Architecture
Failure DetectionFallback LogicHuman EscalationReplayRecoveryAudit TrailBusiness Continuity
Every path ends with accountability, evidence, and replay.
Resilience Capabilities
| Capability | Example | Runtime Response | Business Result |
|---|---|---|---|
| Graceful Degradation | Invoice Processing Agent unavailable | Policy Engine activated, route to analyst queue, continue processing | No lost transactions, no operational outage, no compliance exposure |
| Human Fallback | Autonomous capability unavailable or policy boundary exceeded | Route to named accountable human role with evidence and policy context | Technology may fail; accountability remains |
| Deterministic Replay | Audit asks why a June 2026 agent decision was made | Reconstruct exact input, context, policies, prompts, agent chain, evidence, human action, and outcome | SOX, regulatory, incident, and financial investigation support |
| Runtime Recovery | Decision execution fails at step 3 | Recover from last checkpoint rather than restarting entire process | Faster recovery and lower interruption risk |
| Disaster Recovery Alignment | Cloud region, identity, SAP, or data platform outage | Inherit and extend BP recovery plans rather than creating a separate DR model | Aligned enterprise recovery posture |
Human Fallback
| AI Function | Human Fallback |
|---|---|
| Invoice Matching | AP Analyst |
| Journal Validation | Controller |
| Spend Decision | Budget Owner |
| Credit Decision | Credit Manager |
| Close Validation | Finance Lead |
| Policy Interpretation | Risk Owner |
Deterministic Replay Captures
- Input data
- Context
- Policies
- Prompt versions
- Agent chain
- Evidence
- Human actions
- Final decision
Disaster Recovery Alignment
| Component | Recovery Approach |
|---|---|
| Agent Runtime | Multi-region deployment |
| Policy Runtime | Versioned recovery |
| Evidence Store | Immutable backups |
| Replay Store | Cross-region replication |
| Context Store | Continuous synchronization |
| Runtime State | Checkpoint restoration |
Safe Degradation Modes
| Safe Degradation Mode | Behavior |
|---|---|
| Mode 1 - Full Autonomous | Agent, policy, evidence, approval, execution |
| Mode 2 - Human Approval Required | Agent recommendation, human approval, execution |
| Mode 3 - Read Only | Insights only; no writes and no actions |
| Mode 4 - Manual Operations | Human process with replay capture and audit capture |
Failure Scenarios
| Failure | Degraded Mode | Continuity |
|---|---|---|
| LLM service unavailable | Rules engine + human workflow | Decisions continue with deterministic policy checks |
| Agent runtime unavailable | Fallback policy + analyst queue | Work routed to accountable human owner |
| Databricks unavailable | Last known context + freshness warning | Autonomous actions blocked; recommendations allowed if confidence permits |
| SAP interface delayed | Read-only mode + validation retry | No write-back until current state is confirmed |
| Policy changed unexpectedly | Version lock + policy owner review | Historical decisions remain tied to prior policy version |
| Cloud region outage | Failover + recovery workflow | Checkpointed runtime state and replay store recover path |
The Five Foundations of bp Sphere
| Foundation | Anchor | Provides |
|---|---|---|
| Identity Foundation | Microsoft Entra ID | agent identity, human identity, role-based access, privileged access, SoD, federation with enterprise IAM |
| Cybersecurity Foundation | Zero Trust Security | authentication, authorization, encryption, continuous verification, agent boundaries, threat monitoring |
| Enterprise Data Foundation | UDP + Databricks + OneData + Foundry | enterprise context, governed data products, semantic definitions, quality controls, discoverability |
| Hybrid SAP Foundation | ECC + CFIN + S/4HANA | current-state support, future-state support, Quantum transition support, coexistence management |
| Governed Decision Intelligence Foundation | Policies + Evidence + Agents + Replay + Learning | the layer that transforms AI from experimentation into enterprise operations |
Runtime Proof
Closing Message
bp Sphere is not an AI platform. It is an enterprise decision and control runtime designed to operate within BP's identity, cybersecurity, data, ERP, and governance ecosystem. AI may enhance decisions. Policies govern decisions. Evidence explains decisions. Replay proves decisions. Human accountability owns decisions. Operational resilience ensures the business continues even when AI does not.