Services

We embed AI into your existing workflows using our own hands-on experience. Document processing, knowledge-base search, classification, notification pipelines — whatever the problem, we start by listening to how your team actually works.

• Identifying AI-applicable areas in your current workflows
• Implementing chat, document analysis, and classification features
• Adding AI capabilities to existing systems via API
• Building internal knowledge bases with AI-powered search
• Designing and implementing automation pipelines (webhooks, batch, notifications)

Fragmented workflows, Excel and paper tracking, procedures only one person knows. We listen to how things really work on the ground, then build systems people actually use. We welcome conversations before requirements are defined.

• Workflow listening and requirements scoping
• UI and database design
• Web application / operational system development
• External service integration (cloud storage, accounting, payments)
• Infrastructure setup on AWS / Vercel

After launch, your business keeps changing. We support day-to-day operations, add features as needs evolve, and continuously improve the internals.

• Feature additions and modifications without downtime
• Performance improvements for response time and batch processing
• Refactoring with existing behavior pinned by tests
• Data migration and correction
• Incident response

Vendor selection, evaluating whether an estimate is reasonable, deciding whether to rebuild an existing system — we take non-development questions too.

• Technology selection and architecture consultation
• Second opinion on third-party estimates
• Existing system assessment and diagnosis
• Improving development process and review practices