

A UK run-off insurer relied on a large PowerBuilder estate built over more than two decades, with little formal documentation. As experienced developers left the business, critical knowledge about system functionality, dependencies and business processes was at risk of being lost. Creating documentation manually would have required significant developer effort, making a full estate-wide documentation programme difficult to justify and maintain.
Synechron developed an AI-powered documentation pipeline using the OpenAI API to analyze PowerBuilder modules and generate two structured artefacts for every component. Technical specifications provided developers with insights into dependencies, data flows and implementation details, while business summaries translated complex code into plain English for analysts, operations teams and compliance stakeholders. All outputs were generated in structured Markdown and routed through a lightweight human review process.
A UK run-off insurer relied on a large PowerBuilder estate built over more than two decades, with little formal documentation. As experienced developers left the business, critical knowledge about system functionality, dependencies and business processes was at risk of being lost. Creating documentation manually would have required significant developer effort, making a full estate-wide documentation programme difficult to justify and maintain.
Synechron developed an AI-powered documentation pipeline using the OpenAI API to analyze PowerBuilder modules and generate two structured artefacts for every component. Technical specifications provided developers with insights into dependencies, data flows and implementation details, while business summaries translated complex code into plain English for analysts, operations teams and compliance stakeholders. All outputs were generated in structured Markdown and routed through a lightweight human review process.
80% of artefacts accepted with only minor edits
Generated documentation in seconds per module
Turned undocumented code into searchable knowledge
Our agile process prioritized specific journeys to release to market according to customer and business needs.
Reviewed the PowerBuilder estate, identifying documentation gaps, knowledge risks and priority modules.
Created separate AI prompts and output frameworks for technical and business audiences.
Generated structured documentation artefacts for each module using the OpenAI API.
Refined prompts, validation workflows and knowledge base integration to support wider rollout.
Anthropic-Certified Architects
Gen AI projects
AI and ML practitioners
We offer tailored AI roadmaps and deployment strategies that align with your business goals and deliver measurable value.
We manage all aspects of data, from ingestion to governance, and prepare high-quality data usage frameworks to accelerate AI efficiency.
We work with you to create bespoke AI-enabled systems from LLM-powered workflows to modernized codebases to enhance your business operations.
We design and deploy scalable, secure AI infrastructure and support ongoing model management to monitor performance and maintain compliance.
We work at the cutting edge of AI innovation to deliver ready-to-use AI solutions tailored for enterprise clients.
We offer tailored AI roadmaps and deployment strategies that align with your business goals and deliver measurable value.
We manage all aspects of data, from ingestion to governance, and prepare high-quality data usage frameworks to accelerate AI efficiency.
We work with you to create bespoke AI-enabled systems from LLM-powered workflows to modernized codebases to enhance your business operations.
We design and deploy scalable, secure AI infrastructure and support ongoing model management to monitor performance and maintain compliance.
We work at the cutting edge of AI innovation to deliver ready-to-use AI solutions tailored for enterprise clients.
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