Use Case

Agentic Personalized Marketing and Next-Best-Offer Engine

October 12, 2023
April 9, 2026
8 min read
20
min read
Data visualization and AI network
85%Reduction in manual data entry time
3–5×
higher conversion rates from offer to purchase
3.2xIncrease in underwriting throughput
25–40%
increase in average order value
100%Sovereign data compliance maintained
60% +
improvement in marketing ROI

Retailers and e-commerce companies struggle to deliver truly relevant offers at scale. Traditional marketing automation is rule-based and static, missing real-time customer signals and resulting in low engagement and conversion rates.

The Challenge of Generic Personalization

Before implementing Singularity IO's agentic platform, underwriting teams spent up to 40% of their time manually extracting data from PDFs, emails, and legacy systems. This not only slowed down the quotation process but also introduced the risk of human error in critical risk assessment models.

Business Challenge
Retailers struggle to deliver truly personalised offers at scale. Traditional marketing automation relies on static rules and segmentations that fail to react to real-time customer behaviour across channels, resulting in low conversion rates and missed revenue opportunities.
How Agentic AI Helps
A sovereign multi-agent marketing engine analyses live customer signals and autonomously generates and deploys the next-best personalised offer across email, app, website, or in-store.
Detailed Automated Business Process
The Intake Agent aggregates browsing, purchase, and external data. A Personalisation Agent builds dynamic customer profiles using sovereign RAG. The Offer Agent decides the optimal message, timing, and channel, then executes the campaign while updating the CRM.
Potential Business Impact
Conversion rates from offer to purchase can increase by 3–5×, average order value rises, and marketing ROI improves significantly while maintaining full data sovereignty.
Key Takeaways

Implementation Stack

LangGraphLlama 3 (Self-Hosted)ExoscalePostgreSQLn8n

Ready to transform your marketing performance?

Discover how sovereign agentic marketing can deliver hyper-personalised experiences at scale.

Ready to transform your marketing performance?

Discover how sovereign agentic marketing can deliver hyper-personalised experiences at scale.

Request a Personalised Demo

Measurable Impact

How Singularity's sovereign agentic workflows transformed operations and delivered concrete ROI for this implementation.

85%
3.2x
$1.5M
99.9%
Our website uses intelligent chatbots powered by Ultimo Bots