uRecruits
uRecruits - AI-Powered Recruitment Platform
Bitontree helped uRecruits build a scalable recruitment SaaS platform that brings AI, automation, assessments, scheduling, and integrations into one connected hiring workflow.
uRecruits - AI-Powered Recruitment Platform
About The Client
uRecruits is an AI-powered recruitment platform built for HR teams, recruitment agencies, and hiring organizations that need to manage the full hiring lifecycle in one place.
The client wanted to create an enterprise-grade SaaS platform that could support job posting, candidate screening, assessments, interview collaboration, scheduling, offer workflows, and multi-tenant recruitment operations.
| Project Detail | Information |
|---|---|
| Client | uRecruits |
| Public Client Name | TODO: Confirm capitalization/brand styling for public use |
| Industry | HRTech, Recruitment SaaS |
| Location | Ohio, US |
| Duration | 12+ months, with ongoing feature enhancements. TODO: Confirm duration wording because the project start date is November 2025 |
| Project Dates | Started November 2025; ongoing |
| Services Used | AI Agent Development, Custom Software Development, Web Application Development, Workflow Automation, Cloud Engineering, SEO Website Development |
| Engagement | End-to-end SaaS product engineering |
| Live Link | https://urecruits.com |
| Client Contact / Testimonial | TODO: Confirm if a testimonial or client quote can be included |
The Objective
The client needed a comprehensive recruitment platform that could reduce manual hiring effort and bring the complete recruitment workflow into one scalable system.
The platform needed to:
- Manage end-to-end hiring workflows from job posting to offer management
- Automate candidate screening, assessments, and interview preparation
- Improve collaboration between recruiters, interviewers, and hiring teams
- Integrate with calendars, email systems, job distribution platforms, CRM tools, and payment services
- Support recruitment agencies with multi-tenant architecture
- Provide analytics and reporting for hiring performance
- Include a marketing website, support website, and support chatbot
- Optimize cloud infrastructure costs as the platform scaled
The Challenge
Recruitment teams often work across disconnected tools for sourcing, screening, interviews, assessments, scheduling, communication, and reporting. This creates repeated manual work, slower candidate evaluation, and poor visibility across the hiring pipeline.
For uRecruits, the challenge was not just to build a recruitment dashboard. The product needed to combine AI, workflow automation, real-time collaboration, third-party integrations, and scalable SaaS infrastructure into one cohesive platform.
The key challenges included:
- Building AI-assisted screening and interview workflows without slowing down recruiters
- Supporting multi-tenant recruitment companies with separate users, teams, jobs, and workflows
- Integrating with external services such as Google Calendar, Microsoft Calendar, Gmail, Microsoft Email, JobTarget, HubSpot, Twilio, Stripe, SendGrid, and HelloSign
- Providing live coding assessments and video interview support inside the hiring flow
- Managing real-time updates during interviews, assessments, and collaborative hiring decisions
- Orchestrating complex hiring workflows reliably across multiple stages
- Improving the marketing website for SEO and growth while maintaining the core SaaS product
Our Approach
Bitontree developed uRecruits as a scalable AI-powered recruitment SaaS platform with a modular product architecture.
We combined AI agents, recruitment workflow automation, assessment tools, real-time collaboration, and third-party integrations to help the client streamline the entire hiring journey.
Our approach focused on:
- Creating an AI assistant layer for recruitment operations
- Automating pre-screening, assessments, scheduling, and workflow actions
- Building a multi-tenant SaaS foundation for recruitment companies
- Integrating critical hiring, communication, CRM, payment, and document-signing tools
- Supporting live interviews, coding assessments, and recruiter collaboration
- Improving cloud cost efficiency and marketing website reach
Core Features Developed
uRAgent For Recruitment Operations
We built uRAgent, an AI-powered agent that supports job, workflow, assessment, and scheduling operations through a chatbot interface.
Using LLMs and LangGraph, the agent allows users to perform CRUD operations and interact with key recruitment workflows through conversational commands.
AI-Powered Pre-Screening
We developed AI pre-screening capabilities to help recruiters evaluate candidates faster.
The system can generate interview questions from job descriptions, conduct AI-driven video interviews using text-to-speech, and score candidate responses automatically.
Live Coding And Video Assessments
We integrated live coding assessments using Judge0, giving technical hiring teams a real-time coding environment for candidate evaluation.
The platform also supports video interviews through Twilio, allowing recruitment teams to assess candidates without leaving the hiring workflow.
Workflow Automation
We implemented complex hiring pipeline automation using Temporal workflows.
This allowed the platform to orchestrate multi-step recruitment processes, reduce manual coordination, and support more reliable execution across screening, assessments, scheduling, and hiring actions.
Real-Time Collaboration
We built real-time updates using Socket.IO and Redis pub/sub so recruiters, interviewers, and hiring teams could collaborate during active interviews, assessments, and hiring decisions.
This improved visibility and reduced communication gaps across the hiring team.
Third-Party Integrations
We integrated multiple tools required for modern recruitment operations, including:
- Google Calendar and Outlook calendar synchronization
- Gmail and Microsoft email integrations
- JobTarget for job distribution
- HubSpot CRM migration and integration
- HelloSign for e-signatures
- Stripe for payment processing
- SendGrid for email communication
- Twilio for video interview support
- Google Cloud Talent API for recruitment intelligence
Analytics, Support, And Marketing Infrastructure
We built analytics reports for hiring visibility, a support website, a support chatbot, and a revamped SEO-friendly marketing website.
The marketing website was redesigned with improved UI components and search-friendly structure to support platform growth.
Cloud Cost Optimization
We reviewed and optimized the AWS infrastructure to reduce cloud platform costs while keeping the system scalable for ongoing product enhancements.
Technology Stack
| Layer | Technology |
|---|---|
| Backend | NestJS, NX Monorepo |
| Frontend | React 17, Material UI, Tailwind CSS |
| CMS | Strapi |
| Database | PostgreSQL, Sequelize, Redis, PgVector |
| AI / ML | OpenAI GPT-4o, Whisper, TTS, LangChain, LangGraph |
| Infrastructure | AWS S3, ECR, ECS, EC2, Route 53, CloudWatch, CloudFront, Docker |
| Workflows | Temporal |
| Authentication | Auth0, JWT |
| Integrations | Twilio, Stripe, SendGrid, Google Cloud Talent API, HelloSign, HubSpot, JobTarget |
The Result
Bitontree helped uRecruits build a scalable recruitment SaaS platform that brings AI, automation, assessments, scheduling, and integrations into one connected hiring workflow.
| Outcome | Result |
|---|---|
| Recruitment automation | AI-assisted screening, assessment, scheduling, and workflow actions |
| AI recruitment assistant | uRAgent for job, workflow, assessment, and scheduling operations |
| Technical assessments | Live coding environment powered by Judge0 |
| Interview support | Video interviews and live collaboration through Twilio, Socket.IO, and Redis |
| CRM migration | Freshworks migrated to HubSpot |
| Marketing growth | Marketing website reached 23K monthly Google impressions |
| Website improvement | SEO-friendly marketing site rebuilt with new UI and components |
| Cloud efficiency | AWS cloud cost optimization completed |
Business Impact
The platform gave uRecruits a strong product foundation for AI-powered hiring.
Instead of relying on disconnected tools for screening, scheduling, interviews, assessments, CRM, and reporting, recruitment teams can now manage the hiring lifecycle through one connected SaaS platform.
The final solution helped uRecruits:
- Reduce manual recruitment operations
- Automate candidate screening and assessment workflows
- Support live coding and video-based evaluations
- Improve collaboration between hiring teams
- Enable recruitment agencies through multi-tenant architecture
- Expand platform visibility through an SEO-friendly marketing website
- Build a scalable technical foundation for ongoing product growth
Why This Project Stands Out
uRecruits required more than standard recruitment software. The platform needed to combine AI agents, real-time collaboration, assessment infrastructure, workflow orchestration, third-party integrations, and SaaS scalability.
By building the product across AI, backend systems, frontend workflows, cloud infrastructure, support tooling, and marketing infrastructure, Bitontree helped the client move toward a complete AI-powered recruitment operating system.