Salesforce Data Cloud and Agentforce Build Member 360 for a Medicare Provider Serving 120K+ Members
Unifying 4 disconnected systems into a single member profile, and reducing advisor data-lookup time by 42%.
Four Systems, Zero Unified View
The Medicare provider operated a fragmented data environment that made every advisor interaction harder than it needed to be. Member information lived in four separate systems, and advisors had no way to see a complete picture.
- 120,000+ member profiles scattered across CRM, enrollment platform, claims system, and telephony database
- 3,500+ monthly advisor queries with no intelligent routing to advisors by state license or specialty
- 150+ licensed advisors across 20+ states, allocation was manual and capacity-blind
- Advisors spending 40% of their time on data lookup before every member call
- No automated follow-up after plan comparison requests: 62% of interested members never heard back within 48 hours
- Enrollment pipeline had no geographic visibility, management could not see which states were underperforming
Data Cloud + Agentforce: One Member Profile, Smart Routing, Automated Nurture
Kovil AI deployed Salesforce Data Cloud as the central member intelligence layer, with Agentforce coordinating advisor routing and Marketing Cloud automating follow-up sequences.
- Data Cloud ingested and reconciled 120,000+ member profiles from 4 systems into a single golden record per member
- Omni-Channel routing engine matched inbound member inquiries to advisors by state license, plan specialty, and available capacity
- Agentforce plan comparison agent surfaced top 3 eligible plan options within 90 seconds of a member inquiry
- Marketing Cloud Journey Builder automated a 5-touch follow-up sequence 48 hours after every plan comparison request
- Einstein Analytics dashboards gave management real-time enrollment pipeline visibility by geography, advisor, and plan type
- Member 360 profile available on advisor screen before every call, zero manual data lookup at call start
Implementation: Four Phases to Production
Data Architecture and System Integration
Mapped all 4 source systems, designed the Data Cloud identity resolution rules, and built ETL pipelines to unify member records. Identity resolution took 3 weeks of testing to achieve a clean golden record with no false merges.
Omni-Channel Routing Configuration
Built the advisor routing model in Omni-Channel: skill profiles for each state license, capacity rules, and priority weights for inbound inquiry types. Tested routing accuracy against 6 months of historical inquiry data.
Agentforce Plan Comparison Agent
Deployed the Agentforce plan comparison agent using Prompt Builder: configured it to read the member's unified Data Cloud profile, apply eligibility rules, and surface the top 3 plans with side-by-side comparisons.
Marketing Cloud Journey and Analytics
Built the 5-touch follow-up journey in Marketing Cloud Journey Builder. Connected Einstein Analytics to the Data Cloud member profiles for real-time pipeline reporting. Trained advisors on the new single-screen workflow.
Member Experience and Enrollment Outcomes
The unified member intelligence layer transformed how advisors worked and how members experienced the enrollment process.
- 42% reduction in advisor data-lookup time, advisors arrive at every call with the full member picture already loaded
- Plan inquiry response time reduced from 3.2 days to 4 hours
- 28% improvement in enrollment conversion rate from inquiry to enrolled member
- 98% advisor capacity utilization across all 20+ states through smart Omni-Channel routing
- 120,000+ member profiles successfully unified with less than 0.3% identity resolution error rate
- Enrollment pipeline management visibility: management now has real-time dashboards by geography and advisor
Salesforce and Agentforce Components Used
Common Questions About This Deployment
How does Salesforce Data Cloud handle member identity resolution across multiple systems?
Data Cloud uses deterministic and probabilistic matching rules, email, phone, member ID, and date-of-birth combinations, to reconcile records across source systems. For Medicare providers, the member ID is typically the primary deterministic key, with probabilistic matching as a fallback for pre-enrollment leads without an assigned ID.
Can Agentforce be configured to respect state-level advisor licensing requirements?
Yes. Omni-Channel routing skills can be configured with state license attributes, and Agentforce can enforce that no member from State A is routed to an advisor licensed only in State B. This is a core compliance guardrail for insurance use cases.
How long does a Salesforce Data Cloud implementation take for a mid-size insurance provider?
A full Data Cloud deployment, from data inventory to golden record, typically takes 8-14 weeks for a provider with 3-5 source systems and under 200,000 profiles. The longest phase is usually identity resolution tuning, which requires iterative testing against real data samples.
What does the 5-touch follow-up journey look like in Marketing Cloud?
Touch 1 is an immediate plan summary email (within 2 minutes of inquiry). Touch 2 is a WhatsApp or SMS reminder at 48 hours. Touch 3 is a personalized email with advisor contact details at day 5. Touch 4 is an advisor outbound call prompt at day 8. Touch 5 is a final enrollment deadline reminder at day 12. Each touch adapts based on the member's engagement with previous messages.
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