# Customer relationship management

*/Services/Customer_relationship_management*

## Service Contract

**Sla**: Customer profiles and interaction histories are processed, deduplicated, and updated in the system of record within 24 hours of data receipt.
**Input**:
- Raw interaction logs
- Inbound lead lists
- Transaction and purchase histories
- Customer support tickets
**Output**:
- Updated contact profiles
- Segmented audience lists
- Engagement and pipeline reports
- Churn risk alerts
**Sla Basis**: turnaround-time
**Definition**: A managed service that ingests, categorizes, and updates customer interaction data into a centralized system of record to track the complete account lifecycle. It maintains accurate contact profiles, tracks engagement touchpoints, and segments audiences for targeted outreach.
**Solves Problem**: [Stale Customer Records](/Problems/Stale_Customer_Records)
**Absorbs Process**: [Customer Relationship Management](/Processes/Customer_Relationship_Management)
**Delivery Lenses**:
- human
- services-as-software
**Outcome Contract**: The service ingests all customer interaction data, updates account profiles, and calculates engagement metrics to maintain an accurate system of record. The buyer receives a continuously deduplicated, enriched, and segmented view of their customer base.

## Service Function Cascade

**Ai Role**: AI manages the ingestion, entity resolution, and text analysis of unstructured customer data autonomously, elevating ambiguous identity merges or conflicting record histories to a human data steward for final determination.
**Cascade**:
- Kind: Code · Note: Fetches raw logs, tickets, and transaction histories via API. · Step: Ingest Interaction Logs · Verb: ingest · Realizes: Acquire Source Data · Oversight: none
- Kind: Agentic · Note: Queries CRM and executes fuzzy matching to deduplicate profiles. · Step: Resolve Customer Entities · Verb: merge · Realizes: Maintain Customer Records · Oversight: spot-check
- Kind: Generative · Note: Human steward resolves low-confidence identity matches. · Step: Review Merge Conflicts · Verb: review · Realizes: Verify Data Accuracy · Oversight: review-on-exception
- Kind: Generative · Note: Parses support tickets and unstructured logs for intent. · Step: Extract Intent And Sentiment · Verb: extract · Realizes: Analyze Customer Feedback · Oversight: none
- Kind: Code · Note: Applies logic to assign audience segments and churn alerts. · Step: Calculate Risk And Segments · Verb: score · Realizes: Segment Customer Base · Oversight: none
- Kind: Code · Note: Pushes enriched profiles to the CRM and generates engagement reports. · Step: Sync Profiles And Reports · Verb: update · Realizes: Generate Operational Reports · Oversight: none
**Realizes**:
- [Acquire Source Data](/Tasks/Acquire_Source_Data)
- [Maintain Customer Records](/Tasks/Maintain_Customer_Records)
- [Verify Data Accuracy](/Tasks/Verify_Data_Accuracy)
- [Analyze Customer Feedback](/Tasks/Analyze_Customer_Feedback)
- [Segment Customer Base](/Tasks/Segment_Customer_Base)
- [Generate Operational Reports](/Tasks/Generate_Operational_Reports)
**Optimizes**:
- [Duplicate Record Rate](/Metrics/Duplicate_Record_Rate)
- [Record Completeness Rate](/Metrics/Record_Completeness_Rate)
- [Data Processing Turnaround Time](/Metrics/Data_Processing_Turnaround_Time)
- [Customer Churn Prediction Accuracy](/Metrics/Customer_Churn_Prediction_Accuracy)

## Service Wrapper Fanout

- [Interaction Intake Agent](/Agents/Interaction_Intake_Agent) — Agent

## Service Representative Offer

**Warranty**: The provider guarantees that customer profiles and interaction histories are processed and updated within 24 hours of data receipt, issuing prorated refunds for delayed synchronization.
**Price Band**: Roughly ~$50 to ~$1,000+ per month, depending on the total volume of active contacts and the frequency of required data ingestion.
**Pricing Kind**: Tiered
**Deliverables**:
- Deduplicated contact profiles
- Segmented audience lists
- Pipeline and engagement reports
- Churn risk alerts
**Delivery Mode**: Buyers configure automated ingestion pipelines via a self-serve portal and receive continuous, recurring updates to their system of record.
**Business Function**: ProvideService
**Agent Checkout Support**:
- agentic-commerce-protocol
- stored-credential

## Service Composes Agents

- [Entity Resolution Agent](/Agents/Entity_Resolution_Agent) — Identity Matcher
- [Merge Triage Agent](/Agents/Merge_Triage_Agent) — Exception Handler
- [Intent Extraction Agent](/Agents/Intent_Extraction_Agent) — Sentiment Analyzer
- [Audience Segmentation Agent](/Agents/Audience_Segmentation_Agent) — Risk Scorer
- [Profile Sync Agent](/Agents/Profile_Sync_Agent) — Data Publisher

## Service Composes Headless Saas

- [Support Ticketing Webhook](/Software/Support_Ticketing_Webhook) — Data Ingestion
- [Identity Resolution Engine](/Software/Identity_Resolution_Engine) — Master Data
- [Intent Extraction Model](/Software/Intent_Extraction_Model) — NLP
- [Audience Graph API](/Software/Audience_Graph_API) — Segmentation
- [Churn Scoring Engine](/Software/Churn_Scoring_Engine) — ML Analytics

## Service Delivery Cascade Diagram

```mermaid
flowchart TD; A[Code Ingest Interaction Logs]-->B[Agentic Entity Resolution Agent Resolve Customer Entities]; B-->C[Generative Review Merge Conflicts]; C-->D[Generative Extract Intent And Sentiment]; D-->E[Code Calculate Risk And Segments]; E-->F[Code Sync Profiles And Reports]; F-->G[Enriched Customer Profiles And Engagement Reports];
```

## Neighborhood

### What it addresses

- [Stale Customer Records](/Problems/Stale_Customer_Records) — addresses · Problems

### Composed of

- [Interaction Intake Agent](/Agents/Interaction_Intake_Agent) — composes · Agents
- [Entity Resolution Agent](/Agents/Entity_Resolution_Agent) — composes · Agents
- [Intent Extraction Agent](/Agents/Intent_Extraction_Agent) — composes · Agents
- [Merge Triage Agent](/Agents/Merge_Triage_Agent) — composes · Agents
- [Audience Segmentation Agent](/Agents/Audience_Segmentation_Agent) — composes · Agents
- [Profile Sync Agent](/Agents/Profile_Sync_Agent) — composes · Agents
- [Support Ticketing Webhook](/Software/Support_Ticketing_Webhook) — composes · Software
- [Audience Graph API](/Software/Audience_Graph_API) — composes · Software
- [Churn Scoring Engine](/Software/Churn_Scoring_Engine) — composes · Software
- [Identity Resolution Engine](/Software/Identity_Resolution_Engine) — composes · Software
- [Intent Extraction Model](/Software/Intent_Extraction_Model) — composes · Software
- [Contact Intake Agent](/Agents/Contact_Intake_Agent) — composes · Agents