
Case Studies

Boosting HR Productivity with AI-Powered Recruitment Software

Client Background
Our client is a recruitment and Employer of Record (EOR) service provider specializing in IT hiring, primarily operating in Vietnam. To address growing hiring demands, the company adopted AI-powered recruitment software to support businesses looking to hire and scale tech teams locally, helping them navigate talent acquisition and workforce expansion efficiently.
As demand continues to grow, our client plans to expand operations across the region and strengthen its recruitment team to support higher hiring volumes and more complex talent requirements.
Challenges
As hiring demand grew, the client’s candidate sourcing and outreach process remained largely manual, relying heavily on recruiter coordination and fragmented internal tracking. Without dedicated recruitment software, recruiters were required to contact potential candidates individually, collect profile information through back-and-forth conversations, respond to repetitive inquiries, and update candidate records across multiple disconnected tools.
Increasing outreach volume quickly turned daily operations into repetitive administrative work. Maintaining consistent communication, tracking candidate progress, and ensuring timely follow-ups became increasingly difficult as the team scaled.
Without a centralized system, candidate data was scattered, visibility across recruitment activities remained limited, and collaboration between recruiters lacked structure. Administrative tasks began consuming a significant portion of recruiters’ time, reducing their ability to focus on evaluating qualified talent and supporting strategic hiring goals.

Solution: AI-Powered Recruitment Assistant
To sustain growth, the client needed an AI-powered recruitment software solution capable of automating early-stage candidate engagement, streamlining data collection, and standardizing recruitment workflows — improving operational efficiency while allowing recruiters to retain full oversight and decision-making control throughout the hiring process.
Key Capabilities
AI-Powered Candidate Engagement
The assistant enhances candidate outreach from the very first interaction. It generates personalized messages tailored to each sender’s style, creating authentic first-touch introductions that provide insightful conversations.

Beyond outreach, the system automates early-stage interactions while maintaining natural, context-aware dialogue. Incoming messages are handled with aligned tone and intent, ensuring consistency and reducing recruiters’ manual workload.
Built-in follow-up and re-engagement features keep conversations active over time. Timely nudges and returning contact messages help sustain relationships, allowing recruiters to scale engagement efficiently while focusing on strategic hiring decisions.
The use of AI also expands the client’s ability to source talent across international markets. By communicating with candidates in multiple languages, the assistant removes language barriers that traditionally limit global outreach. Recruiters can engage candidates from different regions even without native language proficiency, enabling access to a broader and more diverse global talent pool.
Recruitment Intelligence & Workflow Automation
The assistant streamlines candidate evaluation by converting unstructured information into clear, actionable insights. CVs are automatically summarized into structured profiles, while job descriptions are simplified for faster internal alignment and communication.
Meanwhile, AI strengthens hiring decisions by analyzing conversations to detect intent, confirm interview agreements, and recommend next steps. Automated follow-ups and data-driven Q&A responses ensure consistent, timely communication throughout the recruitment journey.
Global Talent Communication & Standardization
The use of AI in candidate communication can significantly improve the ability to expand talent sourcing across different countries, regardless of language barriers. AI can communicate with candidates in multiple languages, even when the consultant using the system is not fluent in those languages. This enables companies to reach a broader talent pool and strengthens their capability to source candidates internationally.
AI also helps standardize and better manage communication with candidates. Instead of spending significant time and resources training multiple consultants on how to interact with candidates, companies can focus on building a structured communication framework and defined behavioral guidelines within the AI system. This approach is more direct and easier to manage, allowing the company to allocate more time to training consultants on other higher-value tasks.
Campaign & Performance Management
Built-in campaign management enables structured outreach at scale, allowing recruitment teams to run targeted hiring initiatives across multiple channels while maintaining consistent messaging and employer branding.
A centralized dashboard provides real-time visibility into outreach performance, engagement rates, pipeline progression, and recruiter activity. Data-driven insights help teams refine sourcing strategies, optimize messaging, and improve hiring efficiency over time.
Cost Tracking (ROI Monitor)

To ensure operational control, a centralized spending dashboard tracks AI model usage and overall system consumption. Recruitment teams gain clear visibility into usage patterns, enabling better budget management and forecasting.
Detailed cost monitoring supports informed decision-making around resource allocation, helping the client scale AI adoption sustainably while maintaining efficiency and cost control.
Technology Stack
- Backend: Python - MongoDB
- Frontend: React-based internal dashboard & embedded chat interface
- AI Engine: OpenAI GPT model (customized and prompt-optimized for recruitment workflows) - openai/gpt-oss-120b
- Integrations: Social messaging platforms, CRM system, internal candidate database
- Hosting & Infrastructure: AWS Cloud
Results
Within the first three months of deployment, the AI-powered recruitment assistant has significantly helped our client up their efficiency regarding candidate sourcing, resulting in a big jump in success rate for closing deals with their customers as the quality of candidates has improved.
Manual and fragmented workflows were transformed into structured, automated processes, allowing the recruitment team to manage growing hiring demand more efficiently while maintaining full control over candidate engagement.
Key outcomes include:
- 45% improvement in outreach quality
- 70% increase in candidate sourcing capacity
- 35% increase in candidate conversion success rate
- 80% faster candidate response handling
- 50% reduction in time-to-delivery
Together, these improvements enabled the client to move from manually driven recruitment toward a scalable, data-driven hiring operation capable of supporting regional growth without proportional increases in headcount.
Ready to Scale Your Operations With AI?
Manual processes and disconnected workflows often slow down growing teams, as repetitive tasks, fragmented data, and limited visibility make it difficult to scale operations efficiently without adding more people.
A custom AI-powered assistant addresses these challenges by automating routine workflows, streamlining communication, and centralizing performance insights, enabling teams to operate at scale, improve productivity, and support sustainable growth without increasing headcount.
Tech JDI has successfully delivered 100+ tailored AI solutions, seamlessly integrating them into clients’ existing recruitment systems and workflows. Start building your AI-powered assistant & solution with us today.

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