AI Resume Screening
Assembly's semantic matching engine goes beyond keywords to return ranked shortlists with evidence-backed match scores, so recruiters stop digging through applications and start closing on the right candidates faster.
Stop losing top talent to slow, manual hiring pipelines. Assembly Industries' AI-powered candidate screening and qualification services run around the clock—reviewing resumes, conducting structured pre-screens, and scoring candidates against your rubrics automatically. Whether you're managing high-volume hiring or niche role recruitment, our 24/7 system ensures no qualified candidate slips through the cracks while your recruiters focus on closing.

End-to-end AI automation for every stage of candidate screening, from resume review to structured assessment and ATS-ready hiring packages.
Assembly's semantic matching engine goes beyond keywords to return ranked shortlists with evidence-backed match scores, so recruiters stop digging through applications and start closing on the right candidates faster.
AI-driven voice, SMS, and web interviews run 24/7 across 74+ languages, scoring candidates against your defined rubrics and automatically syncing results to your ATS without manual data entry or scheduling overhead.
Automated skills evaluations measure candidates against role-specific competencies, generating consistent, objective scores that eliminate interviewer bias and give your hiring team a clear, data-driven picture of every applicant.
Fully automated reference and background check workflows integrate with Checkr, Sterling, and GoodHire, consolidating all verification results into a single, ready-to-review hiring package for every shortlisted candidate.
Agentic pipeline management keeps your talent pools warm through automated outreach and set-and-forget matching, ensuring a continuous flow of pre-qualified candidates without requiring manual recruiter intervention between roles.
Seamless two-way sync with your existing applicant tracking system ensures every screening outcome, score, and assessment note is logged automatically, giving hiring managers real-time visibility without changing their existing workflows.

Our implementation team works with your recruiting leadership to encode your exact role requirements, must-have competencies, and disqualifying criteria into the platform—ensuring every AI decision reflects your standards, not generic defaults.
See how recruiting teams and staffing firms use Assembly to screen faster, hire better, and scale without adding headcount.
We don't just hand you software—we deliver a fully managed screening system with expert implementation, outcome-based SLAs, and continuous improvement built in.
Our AI screening agents operate 24/7 across time zones and languages, ensuring no candidate waits and no application goes unreviewed—even during peak hiring surges.
Every deployment includes an expert services team that encodes your rubrics, compliance needs, and ATS data model—not a self-serve setup guide and a support ticket queue.
Candidate data is handled within a SOC 2 compliant architecture with comprehensive audit logging, giving enterprise hiring teams and their legal counsel full confidence in data governance.
Assembly operates on outcome-based SLAs—you're paying for qualified candidates delivered and time-to-fill reduced, not just platform access or AI features that may or may not work for your process.
Founders with deep expertise in AI, enterprise SaaS, and capital-efficient scaling.
CEO & Co-Founder
Sumant Yerramilly is a 3x founder with two successful exits who now leads Assembly Industries as CEO. With deep expertise in capital-efficient business building and a career spanning SaaS and enterprise technology, Sumant built Assembly to solve a problem he saw repeatedly across fast-growing companies: the automation market was full of point solutions and empty promises of outcomes. Assembly's candidate screening and qualification service reflects his conviction that the right architecture—AI agents, expert human oversight, and a unified orchestration layer—can eliminate the manual bottlenecks that cost recruiting teams placements, time, and candidate experience. He brings the operational discipline of a repeat founder to every client engagement, ensuring Assembly delivers measurable results, not just software licenses.
CTO & Co-Founder
Aditya Mugali is a serial machine learning-focused founder and the former CTO of Lightbox, which was acquired by Fyllo. As CTO and Co-Founder of Assembly Industries, Aditya leads the technical architecture behind the platform's AI screening agents, semantic matching engine, and 24/7 multilingual interview capabilities. His background in applied ML means Assembly's candidate scoring models are built for accuracy and explainability—not just speed—so recruiting teams can trust the shortlists they receive and defend their hiring decisions with data. Aditya also advises early-stage startups, bringing a practical understanding of what enterprise recruiting teams actually need versus what most AI hiring tools overpromise and underdeliver.
Candidate screening is the process of evaluating job applicants to determine who meets the minimum qualifications for a role before advancing them to interviews. It typically includes resume review, pre-screening questions or calls, and basic skills or compliance checks. At Assembly, this entire process is automated by AI agents that score and rank candidates 24/7 against your defined rubrics, eliminating manual review bottlenecks.
Talk to an Assembly expert and get a tailored walkthrough of how the platform handles your specific hiring workflows.
Enterprise-grade data security and compliance standards.
Purpose-built orchestration platform for enterprise automation.
Accountable delivery tied to real recruiting performance metrics.
Tell us about your hiring volume, current ATS, and biggest screening bottlenecks. We'll come back with a tailored solution design, a proof of concept, and a clear cost estimate—typically within 24 hours.
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