Service 05

AI Development

LLM integration, intelligent matching, automation, and AI features built into real products — not bolted on as a demo.

A lot of “AI features” are a chatbot widget nobody asked for. Useful AI is narrower and more specific: matching candidates to jobs, extracting structured data from documents, improving a profile automatically, or automating a repetitive review step. Cloftware integrates OpenAI and other models into real product workflows, with attention to what happens when the model is wrong — validation, fallbacks, and human review where the stakes are high — rather than shipping an AI feature that quietly makes things worse.

What this covers

AI features scoped to one specific, measurable workflow
Prompt design, evaluation, and guardrails — not just an API call
Matching/ranking algorithms for marketplaces and hiring platforms
Human-in-the-loop review for high-stakes decisions

What you get

AI feature integrated into your product
Evaluation of accuracy on real data before launch
Monitoring for model drift and edge cases
Clear fallback behaviour when the model is uncertain

Need this built?

Tell us about your project and we’ll follow up with a clear, honest scope — no fake urgency, no inflated quote.

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