Resquad AI - Redefining Hiring with a Prompt-First Approach

#automation, #ML, #Saudi Arabia

課題

In the global tech hiring market, most platforms still rely on outdated, rigid experiences: endless forms, static filters, and clunky dashboards.
This results in:
●Overcomplicated and slow search and filtering.
●High cognitive load and poor engagement, especially for non-technical users.
●Fragmented vendor interactions (CV uploads, contract approvals, invoicing).

クライアント

A leading tech-focused talent solutions company in Saudi Arabia, aiming to modernize and simplify the hiring experience for both corporate clients and vendors

テクノロジー

Large Language Models (LLMs) for natural language understanding and generation.
Advanced prompt engineering for orchestrating hiring workflows.
Automatic CV parsing and NLP pipelines.
AI-driven contract and document generation.
Backend: Python (FastAPI), Postgres, RabbitMQ, Amazon S3.
Frontend: React (with conversational UI components).
DevOps: AWS, Kubernetes for scalability and reliability.
Integrations: e-signature solutions, invoicing systems, and calendar scheduling.

チーム

Dedicated team with expertise in front-end and back-end development and deep knowledge of machine learning and artificial intelligence

業界

Human resources

ソリューション

Resquad AI set out to build a fully prompt-first, AI-native hiring platform that transforms every step into a smooth conversation — just like talking to ChatGPT.
Key components:
●Conversational UX: A single unified chat interface to handle everything — from searching for candidates to scheduling interviews, creating contracts, and managing invoices.
●AI-Driven Intelligence: Automatic CV parsing and skill extraction, intelligent shortlist generation with match scoring and language insights, contract and clause generation, candidate strength summaries, conversational scheduling, and instant invoice updates.
●End-to-End Integration: All workflows — vendor onboarding, candidate management, contract signing, and payments — handled seamlessly in one conversational flow.

成果

●Dramatically reduced time-to-hire.
●Lower cognitive load and increased user confidence.
●True market differentiation as an AI-first platform.
●A comprehensive MVP plan ready for implementation, with validated design concepts and technical architecture.
●Strong foundation for early adopter traction and investor interest, positioning Resquad AI as a category-defining solution.

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Muteki Groupは、ソフトウェア開発企業であり、8年間でスタートアップや企業向けに100以上のAIプロジェクトを実行し、成功してきました。80名以上のメンバーで構成されるプロフェッショナルチームはプロジェクトの全段階をカバーします。拠点はウクライナ、ポーランド、エストニア、日本、カナダ、アラブ首長国連邦にあります。