Client: Source Code Matters
SourceCodeMatters partnered with Rebizo Cloud Tech to enhance its presales and business-content workflows with an AI-powered proposal and content intelligence platform built on AWS and powered by Amazon Bedrock.
The Challenge
Technology companies and software service providers regularly work with customer requirements, RFPs, project briefs, technical information, service descriptions, case studies, and other business documents during the presales process.
Turning this information into structured, customer-ready proposals and business content can require significant manual effort from business and technical teams.
The key challenges included:
- Manual analysis of customer requirements and project briefs
- Repetitive preparation of proposal content
- Difficulty reusing existing company knowledge and reference material
- Time-consuming creation of solution descriptions and service documentation
- Repeated rewriting of content for different customers and requirements
- Difficulty maintaining consistent messaging across proposals and business documents
- Manual effort required to transform technical information into customer-friendly content
- Need to quickly create multiple versions of business and proposal content
Discovery
Rebizo Cloud Tech worked with SourceCodeMatters to understand its presales and business-content workflows and identify areas where Generative AI could assist teams in transforming customer requirements and organizational knowledge into structured business content.
The discovery focused on:
- Understanding customer requirement and project-brief analysis
- Identifying common proposal and presales content requirements
- Understanding existing company knowledge and reference documents
- Identifying reusable service and solution information
- Understanding proposal-writing and content-review workflows
- Identifying repetitive content creation and rewriting activities
- Identifying opportunities for AI-assisted business-content generation
Based on these requirements, Rebizo Cloud Tech implemented CopyBrain – AI Content & Business Intelligence, using Amazon Bedrock as the generative AI foundation.
Onboarding
Rebizo Cloud Tech onboarded SourceCodeMatters onto the CopyBrain platform, providing an AI-assisted workspace for proposal research, requirement analysis, business-content generation, and content refinement.
A typical workflow can begin with a customer requirement such as:
“Analyze this customer requirement and prepare a structured proposal outline including the business objective, proposed approach, key capabilities, scope, and next steps.”
CopyBrain can use available organizational knowledge, reference documents, service information, and user instructions to assist teams in creating structured and customer-ready content.
The onboarding included:
- Workspace configuration
- Company and service knowledge setup
- Reference document integration
- Amazon Bedrock configuration
- Amazon Nova Pro configuration for advanced analysis and generation
- Amazon Nova Lite configuration for fast content transformation
- Customer requirement analysis workflows
- Proposal content generation
- Business-document generation
- Content rewriting and tone transformation
- Validation of representative presales and business-content scenarios
Operations & Support
Rebizo Cloud Tech provides ongoing technical support for the CopyBrain solution and its AWS environment.
The support model focuses on application availability, reliable AI functionality, secure handling of organizational information, and consistent proposal and business-content workflows.
Operations and support activities include:
- Application and AWS infrastructure monitoring
- Generative AI application support
- Amazon Bedrock configuration support
- Knowledge and document data support
- Application logging and monitoring
- Secure credential and access management
- Application performance monitoring
- Production issue troubleshooting
- AWS infrastructure maintenance
Business documents and organizational knowledge are managed through controlled AWS services, with access governed through application-level authorization and AWS security controls.
Optimisation & Advisory
Rebizo Cloud Tech works with SourceCodeMatters to improve the effectiveness and usability of AI-assisted proposal and business-content workflows.
Optimisation and advisory activities include:
- Optimising customer-requirement analysis workflows
- Improving proposal-generation workflows
- Improving reuse of organizational knowledge
- Improving service and solution content generation
- Improving prompt and instruction patterns
- Enhancing content rewriting and transformation
- Reviewing AI model selection for different workloads
- Reviewing AWS application performance and utilisation
- Monitoring application and AI performance
- Reviewing security and access controls
- Identifying additional presales and business-content automation opportunities
The reusable CopyBrain architecture enables SourceCodeMatters to expand AI assistance across additional proposal, presales, documentation, and business-content workflows without requiring a separate AI application for each requirement.
Summary
Rebizo Cloud Tech helped SourceCodeMatters introduce an AI-powered Proposal & Content Intelligence capability using CopyBrain and Amazon Bedrock.
The solution provides an AI-assisted workspace where teams can work with customer requirements, company knowledge, service information, and business documents to generate structured proposal and business content.
CopyBrain combines organizational knowledge, reference content, Generative AI, and reusable content workflows to support practical presales and business communication activities.
The solution uses Amazon Bedrock and Amazon Nova models together with AWS data, application hosting, security, and monitoring services to provide a scalable foundation for AI-powered proposal and content intelligence.
Key Benefits
- AI-assisted customer requirement analysis
- Proposal content generation
- Business-document generation
- Centralized company and service knowledge
- Reusable proposal and business content
- AI-powered document analysis
- Content rewriting and transformation
- Customer-specific content generation
- Consistent business messaging
- Amazon Bedrock-powered Generative AI
- Scalable AWS-based architecture
Technology Stack
Application:
Next.js, React
Generative AI:
Amazon Bedrock, Amazon Nova Pro, Amazon Nova Lite
Data:
Amazon RDS for PostgreSQL, Amazon S3
Hosting & Delivery:
AWS Amplify, Amazon CloudFront
Security & Operations:
AWS IAM, AWS Secrets Manager, Amazon CloudWatch
About Rebizo Cloud Tech
Rebizo Cloud Tech is a cloud and technology solutions company helping organizations design, build, modernize, and operate cloud-native and AI-powered applications.
Rebizo Cloud Tech works with AWS technologies to help businesses adopt Generative AI, cloud platforms, application modernization, automation, security, and managed cloud solutions.
Through reusable AI platforms such as CopyBrain, Rebizo Cloud Tech helps organizations apply Generative AI to practical business workflows while maintaining a scalable and secure AWS foundation.
