Technical Account Success Spine Fabric: Context Assembly

Spine Fabric assembles the Technical Account Success domain by ingesting technical data from multiple source systems, unifying entities and events, and projecting domain-specific views on demand. This ensures TAMs always work with current, consistent technical context.

Source Systems

System	Data Provided	Integration Type
Salesforce	Technical accounts, contacts, implementation records	Bidirectional sync
Zendesk	Technical support tickets, escalation history	Read with write-back
Datadog	Monitoring metrics, alerts, uptime, error rates	Read via API
GitHub	Code repositories, deployment status, technical debt issues	Read
Jira	Implementation projects, milestones, architecture review tasks	Bidirectional sync
API Gateway	Request logs, error rates, latency, quota usage	Event stream

Scopes

Technical Account Success scopes define context assembly boundaries:

Portfolio scope: All technical accounts owned by a TAM or team
Account scope: Single account with architecture, integrations, and issue history
Health scope: Computed signals across monitoring, APIs, and integrations
Implementation scope: Active projects with milestones, blockers, and dependencies
Integration scope: Connected systems with health, version, and configuration data

Event Sequence

Monitoring systems emit metric and alert events
Spine Fabric normalizes events into the unified entity graph
Domain rules evaluate health scores, integration status, and milestone triggers
Technical views are refreshed: health, integrations, implementations, escalations
Twin and agents receive updated context for proposal and action

Projections

Projections are live queries over the unified graph. When a TAM opens the Integration Status view, Spine Fabric computes current health from monitoring and API data in real time. No stale snapshot is served.

Domains Overview

Account Success