AI DEVELOPMENT

AI Development

Build AI into business applications and bring AI assistance into software delivery. We support discovery, proofs of concept, architecture, implementation, testing and the modernization of existing systems.

AI DEVELOPMENT

AI software engineering and modernization

Combining Hi-think’s AI development and software engineering expertise with HACS requirements and integration support, we help teams build AI features, understand existing systems and deliver improvements.

01

Discovery and proofs of concept

Assess workflows, available data and system constraints. Validate accuracy, usability and operating requirements, then define the development scope and acceptance criteria.

02

AI application development

Implement RAG, OCR, information extraction and analytics in business applications. Design interfaces, APIs and database connections, and integrate with existing systems.

03

System analysis and documentation

Analyze source code, design documents and logs to map functionality, dependencies and business flows. Reconstruct documentation to support maintenance and modernization.

04

Modernization and migration

Plan changes around existing assets and business continuity. Support impact analysis, refactoring, feature updates, and data and interface migration.

05

Testing and quality engineering

Use specifications and code to assist test design, test case generation and unit testing. Engineers review and validate AI output against project quality and acceptance criteria.

06

Maintenance knowledge and troubleshooting

Make code and documentation easier to search and reference. Support issue investigation and retain maintenance knowledge for future changes.

HACS DELIVERY

AI assistance throughout software delivery.

We draw on technologies such as Hi-think’s AI4SE where they fit the language, system and delivery stage. HACS coordinates requirements and integration, with engineering reviews, testing and acceptance criteria built into the project.

01

Assess and plan

Understand the business and system architecture. Agree priorities, technical approach, scope and acceptance criteria.

02

Design, build and validate

Use AI assistance for code understanding, design and testing, supported by engineering review and validation.

03

Release and hand over

Plan staged releases, verify migrations and prepare design and operations documentation for ongoing maintenance.

LET'S MAKE IT PRACTICAL.

Turn the idea into usable AI.

From understanding the challenge to implementation and operations. Take the next step with HACS.

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