Client: Lookout AI
Industry: Recruitment & Talent Acquisition
Challenge: Slow candidate sourcing, manual data aggregation, and inefficient hiring workflows
Solution: AI-driven workflow automation to enhance sourcing, enrichment, and engagement
Impact: 4x faster candidate placement, 60% reduction in manual effort, 30% lower acquisition cost
The Challenge
Lookout AI, a recruitment agency specializing in high-growth tech startups, is solving scalability roadblocks in tech hiring process. The talent acquisition workflow today is:
❌ Too slow – Manually sourcing, screening, and engaging candidates created delays
❌ Data silos – Information was fragmented across multiple tools (LinkedIn, job boards, ATS, etc.)
❌ Poor lead-to-placement conversion – High dropout rates due to untimely follow-ups
❌ Recruiter burnout – Teams spent more time on repetitive tasks rather than closing hires
To stay ahead, Lookout AI needed a scalable system to automate sourcing, engagement, and candidate movement across the funnel—without adding headcount.
The Solution: AI-Powered Recruitment Automation
Arthtech AI implemented a custom automation engine using n8n + Clay + Apollo + LinkedIn automation tools, integrating:
✅ Automated Candidate Sourcing – AI-powered scraping & enrichment across databases
✅ Smart Candidate Scoring – Ranking candidates based on a comprehensive scoring framework. Some included, role fit, skills, and responsiveness
✅ AI-Driven Outreach – Multi-channel engagement (LinkedIn, email, SMS) with dynamic follow-ups
✅ End-to-End ATS Integration – Seamless movement of qualified candidates through the pipeline
With real-time data enrichment, Lookout AI’s recruitment team only engaged pre-qualified, high-intent candidates—drastically reducing wasted effort.
The Impact
4x Faster Hiring – Automated sourcing & outreach cut candidate placement time from weeks to days
60% Reduction in Manual Work – Recruiters focused on closing, not chasing candidates
30% Lower Cost per Hire – More efficient funnel = lower spend on paid sourcing tools
Zero Leads Wasted – AI-automated follow-ups increased engagement by 3x