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Sweepstakes management software reducing setup time by 70% for Trymark Promotions

Deveshi Dabbawala

April 1, 2026
Table of contents

Trymark Promotions is a leading promotional marketing agency specializing in sweepstakes, contests, and campaign execution for global brands. The company manages complex promotional workflows, including legal compliance, rules creation, and campaign setup. These processes require deep expertise and are largely manual, leading to delays and operational overhead.

Problem: manual workflows slow down sweepstakes execution

Trymark relies on manual processes instead of sweepstakes management software to design, validate, and launch campaigns. Each campaign requires collecting multiple legal and promotional inputs such as eligibility, prize details, timelines, and sponsor information, which are then converted into official rules and disclosures.  

This approach leads to long turnaround times, high dependency on legal and operations teams, and increased risk of inconsistencies or missing compliance elements. As campaign volume grows, scaling becomes difficult without sweepstakes management software, and clients have limited control over configuring their own promotions.

Solution: sweepstakes management software powered by AI

GoML designed and developed sweepstakes management software using GoML’s Agentic AI Accelerator to automate the entire lifecycle from requirement collection to rule generation. The platform uses conversational AI, structured data extraction, and template-based document generation.

Conversational requirement collection

The sweepstakes management software uses a conversational agent that:

  • Accepts user input in natural language
  • Identifies missing fields dynamically
  • Asks targeted follow-up questions
  • Avoids redundant prompts

AI-based data extraction and structuring

The sweepstakes management software extracts key sweepstakes details such as

  • Sponsor information
  • Eligibility criteria
  • Promotion timelines
  • Entry methods
  • Prize details

Advanced validation and context handling

Uses conversational AI, structured data extraction, and template-based document generation

  • Includes a validation agent to ensure inputs meet business rules and legal disclosures across U.S. states
  • Handles long, context-rich interactions with strong memory management
  • Extracts 35+ structured fields within a single session
  • Validates state-specific regulations to ensure compliance and reduce legal risk

Complexity classification engine

The sweepstakes management software classifies campaigns into:

  • Simple sweepstakes
  • Complex sweepstakes

Validation and compliance checks

The sweepstakes management software validates all required fields before generation:

  • Detects missing or inconsistent inputs
  • Prompts users for corrections
  • Ensures compliance with legal requirements

Automated rules and disclosure generation

For simple sweepstakes, the sweepstakes management software generates:

  • Official Rules documents
  • Abbreviated legal disclosures for web, print, email, and social platforms

Preview and user confirmation

Before final generation, the sweepstakes management software allows users to:

  • Review structured data
  • Edit incorrect fields
  • Confirm final configuration

Scalable backend infrastructure

The sweepstakes management software is built using:

  • AWS for infrastructure
  • Amazon Bedrock with Claude for AI processing
  • Python for backend services
  • DynamoDB for data storage
  • Streamlit for interface

Impact

  • 70% reduction in setup time using sweepstakes management software
  • 50% reduction in manual effort for legal and operations teams
  • 85%+ accuracy in sweepstakes classification
  • Improved consistency in rule generation with sweepstakes management software
  • Faster campaign execution and improved client control

About

Location 

United States 

Tech stack 

AWS, Amazon Bedrock, Claude, Python, Streamlit, DynamoDB 

 

Before Gen AI and after Gen AI

Area 

Before 

After 

Sweepstakes setup 

Manual workflows 

Sweepstakes management software automation 

Requirement collection 

Static forms 

Conversational flow in sweepstakes management software 

Rule generation 

Manual drafting 

Automated generation using sweepstakes management software 

Compliance 

Error-prone 

Validated outputs via sweepstakes management software 

Scalability 

Limited 

Scalable sweepstakes management software 

User experience 

Complex 

Simple and guided via sweepstakes management software 

“With sweepstakes management software, Trymark reduced manual effort and improved speed while maintaining compliance across campaigns.”

Prashanna Rao, Head of Engineering, GoML

Key takeaways for promotional marketing teams

Common challenges

  • Manual workflows slow campaign launches
  • Compliance risks increase without structured systems
  • Scaling operations is difficult without sweepstakes management software

Practical guidance

  • Automate campaign setup with sweepstakes management software
  • Reduce manual effort with AI workflows
  • Ensure compliance with validation
  • Simplify data collection with conversational interfaces

Ready to implement sweepstakes management software for your business?

Partner with GoML to build scalable AI systems that automate promotions with AI Matic.

Outcomes

70%
Reduction in setup time using sweepstakes management software
50%
Reduction in manual effort for legal and operations teams
85%+
Accuracy in sweepstakes classification