AI

-

Accelerated

Software

100% US-Based · 17+ Years of Experience · Proven Software Innovation

Supercharge your software development with AI tools like EnterpriseGPT, Windsurf, and RAG architectures to cut delivery time, reduce technical debt, and modernize with confidence.

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What is AI-Accelerated Software Development?

AI-accelerated development refers to the strategic use of artificial intelligence, machine learning, and natural language processing (NLP) to assist developers in building and modernizing applications. At Keyhole, we break this down into four core capabilities:

Intelligent Assistance

AI tools provide contextual code suggestions, rapid prototyping support, and architectural recommendations to streamline planning and implementation.

Automation of Repetitive Tasks

From generating documentation to scaffolding unit tests and translating legacy code, AI accelerates time-consuming manual tasks.

Knowledge Extraction & Translation

Our tools, including EnterpriseGPT, can analyze legacy codebases (like COBOL) and produce interpretable insights, POJOs, and job configurations.

Developer Efficiency

Rather than replacing engineers, AI augments productivity—enabling our US-based team to deliver high-quality software faster and even more effectively.

How Keyhole Uses AI to Deliver Value

From agentic AI that quietly accelerates your build pipeline, to chat‑style copilots and RAG‑powered insights, Keyhole uses AI at every level to deliver high‑quality software faster.

Where AI Enhances Our Process

Legacy System Modernization – Analyzing COBOL, VB6, or other outdated languages and converting into scalable cloud-native architectures.

Codebase Documentation – Automatically generating accurate documentation for previously undocumented systems.

POC Development & Prototyping – Quickly producing functional proof-of-concepts to test ideas before investing in full development.

Code Refactoring – Identifying bottlenecks and opportunities for performance optimization.

QA & Testing – Generating unit and integration test scaffolds based on business rules.

If you're looking for expert software developers that your business can rely on, look no further than Keyhole Software.

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Tools & Approaches We Leverage

AI Approach

Agentic AI

Agentic AI represents the next evolution of artificial intelligence in software development.

Unlike chat-based copilots, agentic AI systems operate independently to proactively assist developers—identifying bugs, generating scaffolding code, optimizing logic, and enhancing architecture in real time.

These behind-the-scenes agents help reduce cognitive load and increase velocity, enabling our developers to stay focused and in flow.

Code Intelligence

Agentic AI enhances individual and team productivity by offering real-time, invisible support directly in the development environment.

Architecture Optimization

Agentic AI also works on a macro level, analyzing structural decisions to future-proof and streamline systems.

Featured Case Study

COBOL Legacy Modernization with EnterpriseGPT

Keyhole Software successfully modernized a legacy COBOL batch processing system for a Fortune 500 client. This project addressed inefficiencies and integration challenges in the client’s existing data pipeline by leveraging AI-enhanced development tools.

We created a proof of concept using EnterpriseGPT, a secure, internal tool that allows engineers to submit COBOL source files and receive AI-assisted:

Explanations of legacy job functions
Auto-generated documentation
Spring Batch job templates and configurations
POJO transformations of working storage sections

Key AI-Generated Components:

Batch Job Structure: Step-by-step breakdown for job execution
Optimized Readers, Writers & Processors: Efficient component suggestions for handling data
Java POJO Generation: Translated COBOL structures into manageable Java entities
COBOL-to-Java Mappings: Automated transformation of logic and storage

20–30% acceleration in overall effort due to AI-enhanced software development process
Reduced manual translation work, freeing developers to focus on business logic
Enhanced maintainability and scalability of the new Spring Batch system

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Recent Client Voices

Our experience with the Keyhole development team has been excellent. They integrated seamlessly with our existing team and immediately began to contribute to our projects.
- Michael Stark, Engineering Manager @ Brightway Insurance

"Keyhole helps bridge the knowledge gap between our] staff, whose job is to have a skill set to run the business, and the leading-edge technology Keyhole has exposure to."
- Sr. IT Manager @ Global Financial Firm Based In Kansas City

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Recent AI Thought Leadership

Keyhole consultants leverage years of experience in developing AI solutions across diverse industries and technology stacks. Check out our latest AI-related blogs:

How I Built a Developer Digital Twin with Agentic AI (And What It Got Right & Wrong)

Ollama + VS Code: Your Guide to Local LLM Development

Hiring Quality Developers in the AI Era

Podcast Series: GenAI in the Enterprise

Explore Keyhole Software’s podcast series, Generative AI in the Enterprise, where Chief Architect Zach Gardner engages with industry leaders, founders, and GenAI experts to uncover real-world applications of generative AI.

Go beyond the basics and learn how these innovators are driving revenue growth, cutting operational costs, and integrating GenAI deeply into their business strategies to gain a competitive edge.

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Ready to explore AI-accelerated development In Your organization?

AI isn’t just a trend—it’s a transformational tool that allows us to build better software faster, more reliably, and more cost-effectively.

Whether you're seeking to modernize your legacy systems, accelerate delivery, or improve software quality, Keyhole Software offers the expertise and AI-powered frameworks to make it happen.