Sub-Agent Hierarchy

Each main agent can delegate scoped work to specialist sub-agents

Main agents own the outcome. Sub-agents are scoped specialists that report findings back to their main agent. Most sub-agents cannot escalate directly — the main agent consolidates and decides whether to escalate further.

Pre-Sales Agent — 5 sub-agents

Solution architect and proposal lead
Sub-agentResponsibilityToolsDelegation triggerReports backEscalation
Software Pre-Sales Sub-AgentApplication, integration, APIs, custom software and platform solutioning.
Solution templates RAGAPI catalogue RAGReference architecture DB
Task mentions custom app, integration, API or platform build.Returns structured finding to Pre-Sales Agent for consolidation.Reports to main only
Reports only to Pre-Sales Agent; Pre-Sales escalates further if needed.
Cisco Pre-Sales Sub-AgentCisco networking, collaboration, security and Cisco architecture requirements.
Cisco product catalogue RAGCisco BoM generatorPartner pricing API
Task involves Cisco SKUs, networking, collab or Webex/Meraki.Returns BoM and architecture pack to Pre-Sales Agent.Reports to main only
Reports only to Pre-Sales Agent.
Cloud Pre-Sales Sub-AgentAWS, Azure, GCP architecture, migration, landing zone and cost estimation.
Cloud pricing APILanding zone RAGMigration assessment tool
Task involves cloud migration, landing zone or hyperscaler workload.Returns cost & architecture pack to Pre-Sales Agent.Reports to main only
Reports only to Pre-Sales Agent.
AI / Data Pre-Sales Sub-AgentAI, GenAI, RAG, agentic AI, analytics, data platform and model integration.
Model catalogue RAGData platform reference DBToken cost calculator
Task mentions AI, GenAI, RAG, agents, analytics or data platform.Returns AI solution brief to Pre-Sales Agent.Reports to main only
Reports only to Pre-Sales Agent.
Security Pre-Sales Sub-AgentSecurity solutioning, zero trust, SOC, SIEM, compliance and secure architecture.
Security pattern RAGZero-trust reference DBCompliance mapping RAG
Task involves security architecture, SOC, SIEM or compliance posture.Returns secure-architecture pack to Pre-Sales Agent.Reports to main only
Reports only to Pre-Sales Agent.

IT-Security Agent — 7 sub-agents

Enterprise security reviewer and risk owner
Sub-agentResponsibilityToolsDelegation triggerReports backEscalation
Identity & Access Sub-AgentReviews IAM design, roles, MFA, privileged access.
IAM policy scannerRole matrix RAG
Task references identity, access, SSO or roles.Reports to IT-Security Agent.Reports to main only
Reports to IT-Security Agent only.
Network Security Sub-AgentReviews segmentation, firewalls, east-west and edge controls.
Network topology RAGFirewall rule analyzer
Task references network, segmentation, firewall, perimeter.Reports to IT-Security Agent.Reports to main only
Reports to IT-Security Agent only.
Cloud Security Sub-AgentReviews cloud posture: CSPM, KMS, IAM, exposure.
CSPM APICloud policy RAG
Task involves cloud workloads or hyperscaler controls.Reports to IT-Security Agent.Reports to main only
Reports to IT-Security Agent only.
Data Privacy Sub-AgentReviews data classification, residency, PII handling.
Data catalog APIDLP policy RAG
Task involves PII, data residency, classification.Reports to IT-Security Agent.Reports to main only
Reports to IT-Security Agent only.
Compliance Sub-AgentMaps controls to ISO, SOC2, GDPR, HIPAA, RBI, DPDP.
Compliance framework RAG
Task references regulation, audit or framework.Reports to IT-Security Agent.Reports to main only
Reports to IT-Security Agent only.
Vulnerability Review Sub-AgentReviews CVEs, patch posture, SBOM, dependency risk.
Vuln scanner APISBOM analyzer
Task references vulnerabilities, patching, CVE, SBOM.Reports to IT-Security Agent.Direct escalation allowed
May escalate Critical CVEs directly to Human CISO.
SOC / SIEM Sub-AgentReviews log coverage, detection rules, incident response readiness.
SIEM query APIDetection rule RAG
Task references SOC, SIEM, detection, IR.Reports to IT-Security Agent.Reports to main only
Reports to IT-Security Agent only.

Legal Agent — 6 sub-agents

Contract reviewer and legal risk owner
Sub-agentResponsibilityToolsDelegation triggerReports backEscalation
Contract Review Sub-AgentReviews MSA / SOW structure and standard terms.
Contract repository RAGClause library RAG
New contract or redline received.Reports to Legal Agent.Reports to main only
Reports to Legal Agent only.
Liability Clause Sub-AgentFocuses on liability cap, indemnity, LD clauses.
Liability precedent RAG
Task touches liability, indemnity or LD.Reports to Legal Agent.Reports to main only
Reports to Legal Agent only.
Data Protection Clause Sub-AgentReviews DPA, sub-processor list, cross-border data clauses.
DPA template RAGGDPR/DPDP RAG
Task references DPA, GDPR, DPDP or data flow.Reports to Legal Agent.Reports to main only
Reports to Legal Agent only.
Compliance Clause Sub-AgentValidates regulatory clauses against jurisdiction.
Regulatory clause RAG
Cross-border or regulated industry deal.Reports to Legal Agent.Reports to main only
Reports to Legal Agent only.
Deviation Detection Sub-AgentDiffs incoming contract vs standard template.
Clause diff engine
Customer redline received.Reports to Legal Agent.Reports to main only
Reports to Legal Agent only.
Redline Suggestion Sub-AgentProposes fallback wording and counter-redlines.
Fallback clause RAG
Deviation requires negotiation.Reports to Legal Agent.Reports to main only
Reports to Legal Agent only.

Cloud-Ops Agent — 7 sub-agents

Cloud operations and reliability owner
Sub-agentResponsibilityToolsDelegation triggerReports backEscalation
AWS Ops Sub-AgentOperates and reviews AWS workloads.
AWS APICloudWatch RAG
Task involves AWS workload or service.Reports to Cloud-Ops Agent.Reports to main only
Reports to Cloud-Ops Agent only.
Azure Ops Sub-AgentOperates and reviews Azure workloads.
Azure APIAzure Monitor RAG
Task involves Azure workload.Reports to Cloud-Ops Agent.Reports to main only
Reports to Cloud-Ops Agent only.
GCP Ops Sub-AgentOperates and reviews GCP workloads.
GCP APICloud Logging RAG
Task involves GCP workload.Reports to Cloud-Ops Agent.Reports to main only
Reports to Cloud-Ops Agent only.
FinOps Sub-AgentTracks cloud cost, anomalies, savings plans.
Cost Explorer APIFinOps RAG
Cost spike, budget review, optimization.Reports to Cloud-Ops Agent.Reports to main only
Reports to Cloud-Ops Agent only.
SRE / Reliability Sub-AgentReviews SLOs, error budget, reliability posture.
SLO dashboard API
SLO breach or reliability concern.Reports to Cloud-Ops Agent.Direct escalation allowed
May escalate Sev-1 directly to On-call Lead.
Backup & DR Sub-AgentValidates backup and DR posture, RPO/RTO.
Backup catalog APIDR runbook RAG
Task references DR, backup, RPO, RTO.Reports to Cloud-Ops Agent.Reports to main only
Reports to Cloud-Ops Agent only.
Monitoring & Observability Sub-AgentReviews logs, metrics, traces and alert hygiene.
Observability platform API
Task references observability or alert noise.Reports to Cloud-Ops Agent.Reports to main only
Reports to Cloud-Ops Agent only.

Finance Agent — 5 sub-agents

Commercial finance partner
Sub-agentResponsibilityToolsDelegation triggerReports backEscalation
Pricing Validation Sub-AgentValidates pricing against price book and policy.
Pricing calculatorPrice book RAG
Pricing scenario received.Reports to Finance Agent.Reports to main only
Reports to Finance Agent only.
Margin Check Sub-AgentComputes deal margin under scenarios.
Cost master DBMargin model
Pricing or cost change.Reports to Finance Agent.Reports to main only
Reports to Finance Agent only.
Discount Approval Sub-AgentApplies discount policy and threshold rules.
Discount policy RAG
Discount requested.Reports to Finance Agent.Reports to main only
Reports to Finance Agent; Finance escalates to MD when above threshold.
Payment Terms Sub-AgentReviews payment milestones and currency.
Payment terms RAGERP
Non-standard term proposed.Reports to Finance Agent.Reports to main only
Reports to Finance Agent only.
Revenue Forecast Sub-AgentProjects revenue impact and recognition timing.
ERPForecast model
Forecast or rev-rec question.Reports to Finance Agent.Reports to main only
Reports to Finance Agent only.

Product Agent — 4 sub-agents

Product fitment and roadmap owner
Sub-agentResponsibilityToolsDelegation triggerReports backEscalation
Product Fitment Sub-AgentMaps customer requirement to product modules.
Product catalogue RAG
Requirement list received.Reports to Product Agent.Reports to main only
Reports to Product Agent only.
Feature Validation Sub-AgentVerifies whether specific features exist today.
Feature flag DBRelease notes RAG
Specific feature asked.Reports to Product Agent.Reports to main only
Reports to Product Agent only.
Roadmap Check Sub-AgentLooks up roadmap commitments and timing.
Roadmap DB
Future feature requested.Reports to Product Agent.Reports to main only
Reports to Product Agent only.
Product Limitation Sub-AgentSurfaces known limitations and constraints.
Known issues RAG
Edge case or scale concern.Reports to Product Agent.Reports to main only
Reports to Product Agent only.

Operations Agent — 4 sub-agents

Delivery operations lead
Sub-agentResponsibilityToolsDelegation triggerReports backEscalation
Delivery Planning Sub-AgentCreates phased delivery plan.
PMO trackerPlan template RAG
Scoped solution received.Reports to Operations Agent.Reports to main only
Reports to Operations Agent only.
Resource Planning Sub-AgentMaps required skills to available resources.
Resource DB
Phase plan ready.Reports to Operations Agent.Reports to main only
Reports to Operations Agent only.
SLA Review Sub-AgentValidates SLAs against precedent and capacity.
SLA repository RAG
Customer SLAs proposed.Reports to Operations Agent.Reports to main only
Reports to Operations Agent only.
Risk & Dependency Sub-AgentIdentifies delivery risks and external dependencies.
Risk register RAG
Plan and resources mapped.Reports to Operations Agent.Reports to main only
Reports to Operations Agent only.