> ## Documentation Index
> Fetch the complete documentation index at: https://docs.spineworkspace.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Account Success Spine Fabric: Context Assembly and Projection

> How Spine Fabric ingests, unifies, and projects context for the Account Success domain from CRM, billing, support, and engagement systems.

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

## Source Systems

| System | Data Provided | Integration Type |
| - | - | - |
| Salesforce | Accounts, contacts, opportunities, contracts | Bidirectional sync |
| HubSpot | Companies, contact enrichment, engagement history | Bidirectional sync |
| Gainsight | Health scores, success plans, usage trends | Read with write-back |
| Zendesk | Support tickets, satisfaction scores, escalation history | Read with write-back |
| Stripe | Billing events, invoices, subscription status | Read |
| Product analytics | Feature usage, license consumption, login behavior | Event stream |

## Scopes

Account Success scopes define the boundaries of context assembly:

* **Portfolio scope:** All accounts owned by a CSM or team
* **Account scope:** Single account with full entity graph and timeline
* **Health scope:** Computed signals across usage, engagement, and support
* **Renewal scope:** Contracts approaching end date with opportunity context
* **Interaction scope:** Tickets, meetings, emails, and notes related to an account

## Event Sequence

1. Source systems emit change events (record update, new ticket, usage spike)
2. Spine Fabric normalizes events into the unified entity graph
3. Domain rules evaluate HealthScore, renewal proximity, and risk signals
4. Relevant views are marked for refresh in the Account Success projection
5. Twin and agents receive updated context for proposal and action

## Projections

Projections are not caches. They are live queries over the unified graph filtered by domain scope. When a CSM opens the Renewals Pipeline, Spine Fabric computes the view from current contract, opportunity, and health data in real time.

## Related

* [Account Success Index](/internal-docs/domains/account-success/index)
* [Domain Views](/internal-docs/domains/account-success/domain-views)
* [Business Context](/internal-docs/domains/account-success/business-context)
* [System Flow](/internal-docs/domains/account-success/system-flow)
* [Platform Spine Fabric](/platform/spine-fabric)


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.