Resquad AI - Redefining Hiring with a Prompt-First Approach

#automation, #ML, #Saudi Arabia

CHALLENGE

In the global tech hiring market, most platforms still rely on outdated, rigid experiences: endless forms, static filters, and clunky dashboards.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).

CLIENT

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

TECHNOLOGY

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.

TEAM

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

INDUSTRY

Human resources

SOLUTION

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.

IMPACT

●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.

WE ARE EAGER TO APPLY OUR EXPERIENCE TO HELP YOUR BUSINESS GROW

Let’s discuss your project

Muteki Group is a full-cycle software development company that has successfully completed 100+ AI projects for startups and enterprises since 2015. Our 80+ member team covers everything from the discovery phase to support. We are located in Ukraine, Poland, Estonia, Japan, Canada, UAE, and the USA.