sales_outreach · saas · workflow
Vxceed builds personalized loyalty program sales pitches for CPG field teams at scale using Amazon Bedrock
CPG companies invest 15–20% of their revenue in trade promotions and loyalty programs, but uptake has historically remained below 30% because programs are complex and cannot address each individual retailer's needs. Field sales teams managing millions of outlets had no scalable way to create personalized, compelling pitches for each outlet.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Field rep requests pitch
A field sales representative uses a mobile application to access sales pitches or interact with the system through a chat interface.
Tools used
Amazon BedrockAmazon API GatewayAmazon DynamoDBAWS LambdaClaude 3.5 Sonnet
Outcome
The Lighthouse Loyalty Selling Story achieved a 95% response accuracy rate and automated 90% of loyalty program queries. Program enrollment increased by 5–15%, enrollment processing time fell 20%, support time requirements dropped 10%, and customers saved 2 person-months per geographical region annually.
Results
Time saved20%
Volumebelow 30%
Cost replaced15–20%
Grounding & classification
Source type: technical build writeup
33 fields verified against source quotes, 5 dropped as unverifiable.
agentic workflowcontent generationconversational aimulti agent workflowknowledge basemetric backednamed customerproduction runtime claimedtools describedvendor confirmedworkflow describedmanufacturingsoftwareaccuracy improvementautomation rateconversion increasecycle time reductiontime savedtechnical build writeupsales opssales outreachagentic task execution