Use Case

Agentic Proposal Generation and RFP Response Automation

October 12, 2023
April 9, 2026
8 min read
20
min read
Data visualization and AI network
85%Reduction in manual data entry time
70–85 %
reduction in proposal creation time
3.2xIncrease in underwriting throughput
20–40%
improvement in win rates
100%Sovereign data compliance maintained
Significant
increase in sales team capacity

Professional services firms spend hundreds of hours manually crafting proposals and RFP responses. This sovereign agentic system assembles high-quality, personalised proposals in minutes using your past projects and credentials.

The Challenge of Time-Consuming Proposal Creation

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
Professional services firms spend excessive time manually crafting RFP responses and proposals, often missing deadlines or producing generic documents.
How Agentic AI Helps
A sovereign proposal agent automatically assembles winning responses by pulling from past projects, credentials, and pricing data.
Detailed Automated Business Process
The system analyses the RFP, retrieves relevant case studies and pricing, generates custom sections, and assembles a fully formatted proposal for final human review and approval.
Potential Business Impact
Proposal turnaround time is reduced by 70–80%, win rates improve through higher quality and personalisation, and sales teams can pursue more opportunities.
Key Takeaways

Implementation Stack

LangGraphLlama 3 (Self-Hosted)ExoscalePostgreSQLn8n

Ready to accelerate your sales pipeline?

Discover how agentic proposal automation can help you win more business.

Ready to accelerate your sales pipeline?

Discover how agentic proposal automation can help you win more business.

Get in Touch for a Demonstration

Measurable Impact

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

85%
3.2x
$1.5M
99.9%
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