AI Resume Screening
Semantic match scoring goes beyond keywords to return ranked, evidence-backed shortlists. Recruiters stop digging through hundreds of applications and start closing the right candidates faster.
Stop losing top talent to slow, manual hiring pipelines. Assembly Industries' AI-powered candidate sourcing and screening runs 24/7 across 74+ languages—delivering ranked shortlists, structured pre-screens, and ATS-ready assessments so your recruiters spend time closing offers, not sifting resumes. Built for staffing firms and enterprise teams ready to hire faster without sacrificing quality.

End-to-end AI automation for every stage of candidate sourcing, screening, and recruiting—running around the clock.
Semantic match scoring goes beyond keywords to return ranked, evidence-backed shortlists. Recruiters stop digging through hundreds of applications and start closing the right candidates faster.
Structured pre-screening interviews and skills assessments run via voice, SMS, and web across 74+ languages at any hour. Candidates are scored against your rubrics and results sync directly to your ATS.
AI screening agents review resumes, schedule interviews, and deliver initial candidate assessments at scale—eliminating the bottlenecks that cause missed talent and delayed hires during peak demand periods.
Agentic ongoing matching and automated client outreach keep talent pipelines warm without manual effort, ensuring your team always has qualified candidates ready before a role becomes urgent.
Fully automated reference checks and background verifications via Checkr, Sterling, and GoodHire are consolidated into a single hiring package, eliminating coordination delays and reducing time-to-offer.
35+ connectors across leading ATS, HRIS, and VMS platforms ensure candidate data, scores, and assessments flow automatically into your existing systems with complete audit trails and real-time dashboards.

Our expert implementation team conducts a detailed assessment of your existing hiring workflow, encoding your scoring rubrics, compliance requirements, and ATS data model so the AI operates to your exact standards from day one—not a generic template.
See how staffing firms and enterprise recruiting teams hire faster and smarter with Assembly Industries.
We combine AI-first automation with expert implementation and human oversight—delivering hiring outcomes, not just software.
AI agents screen, interview, and score candidates 24/7 across 74+ languages—so hiring never stops, even outside business hours.
We deliver end-to-end recruiting outcomes backed by outcome-based contracts and SLAs—not just a platform license and a user guide.
SOC 2 compliant infrastructure with comprehensive audit logging protects every candidate interaction and hiring record across US operations.
AI-first automation with human oversight cuts recruiting operations costs by up to 60% while improving speed, consistency, and candidate quality simultaneously.
Founded by repeat entrepreneurs with deep AI, SaaS, and enterprise expertise.
CEO & Co-Founder
Sumant Yerramilly brings the discipline of capital-efficient business building to Assembly Industries as CEO and Co-Founder. A 3x founder with 2 successful exits, Sumant has spent his career at the intersection of SaaS and enterprise, understanding firsthand how fragmented tooling and manual processes drain recruiting teams of their most valuable resource—time. At Assembly Industries, he leads the company's mission to replace disjointed point solutions with a unified orchestration platform that delivers real hiring outcomes. His experience scaling venture-backed businesses gives Assembly's enterprise clients confidence that the platform is built for durability, accountability, and results—not just demos and dashboards.
CTO & Co-Founder
Aditya Mugali is the technical architect behind Assembly Industries' AI-powered sourcing and screening platform. A serial ML-focused founder and former CTO of Lightbox—acquired by Fyllo—Aditya brings deep machine learning expertise to every layer of Assembly's stack, from semantic candidate matching and multilingual pre-screening agents to SOC 2 compliant infrastructure and ATS integration. He also advises startups navigating the AI product development lifecycle, giving him a broad perspective on what separates proof-of-concept automation from enterprise-grade systems that reliably scale. At Assembly Industries, Aditya ensures the technology always delivers measurable recruiting improvements rather than theoretical capability.
Candidate sourcing is the proactive process of identifying and attracting qualified candidates for open roles through job boards, databases, referrals, and outreach. Screening follows sourcing and involves evaluating those candidates against defined criteria—through resume review, structured interviews, and skills assessments—to determine who advances. Assembly Industries automates both stages using AI agents that operate 24/7, scoring candidates against your rubrics and syncing results directly to your ATS.
Talk to an Assembly Industries specialist for a tailored consultation and a no-obligation scope estimate.
Enterprise-grade data security and compliance certification.
Recognized approach combining AI automation with human oversight.
Accountable delivery backed by contractual performance guarantees.
Tell us about your hiring volume and current recruiting workflow. Our team will scope a custom automation solution and deliver a detailed proposal—typically within one business day.
For immediate assistance, feel free to give us a direct call at You can also send us a quick email at legal@assembly-industries.com
For immediate assistance, feel free to give us a direct call at You can also send us a quick email at legal@assembly-industries.com