AI Resume Screening
Assembly's semantic matching engine goes beyond keyword filtering to return ranked candidate shortlists with evidence scores, so recruiters stop digging through applications and start closing top talent immediately.
See how Assembly Industries' AI recruiting software eliminates manual resume screening, automates pre-screening interviews in 74+ languages, and delivers ranked candidate shortlists directly to your ATS — so your team stops digging through applications and starts closing top talent faster. Request a live demo and see the full recruiting cycle transformed in one orchestrated workflow.

From resume screening to onboarding, Assembly automates every step of your recruiting cycle with intelligent AI agents.
Assembly's semantic matching engine goes beyond keyword filtering to return ranked candidate shortlists with evidence scores, so recruiters stop digging through applications and start closing top talent immediately.
Assembly Industries Talk runs structured pre-screening interviews and skills assessments 24/7 across 74+ languages via voice, SMS, and web — scoring candidates against your rubrics and syncing results to your ATS automatically.
Fully automated reference and background checks integrated with Checkr, Sterling, and GoodHire consolidate all results into a single hiring package, eliminating manual coordination and accelerating time-to-offer.
AI screening agents manage thousands of applicants simultaneously — reviewing resumes, scheduling interviews, and delivering initial candidate assessments — so your recruiting team scales without adding headcount.
Once a candidate is hired, conversational AI collects documents, captures e-signatures, and delivers policy acknowledgments in multiple languages, completing onboarding in minutes rather than days.
Agentic ongoing matching and client outreach keep candidate pipelines warm automatically, reducing bench time and ensuring your team always has qualified candidates ready for open roles.

Assembly's expert implementation team encodes your unique scoring rubrics, compliance requirements, and ATS data model into the platform — so the AI operates on your standards from day one, not generic defaults.
See how recruiting and staffing teams are closing talent faster with Assembly's AI recruiting platform.
Assembly is not just recruiting software — it's a full-cycle orchestration platform backed by an expert implementation team that delivers outcomes, not just tools.
Assembly handles the entire recruiting journey — screening, interviews, checks, and onboarding — as one connected workflow, not a set of disconnected point tools.
Every deployment includes an expert services team that encodes your scoring rubrics, ATS data model, and compliance requirements — so you're never left to configure the platform yourself.
Assembly Talk conducts pre-screening interviews and onboarding in 74+ languages via voice, SMS, and web, enabling US-based companies to hire and onboard global talent without language barriers.
Built on a SOC 2 compliant architecture with comprehensive audit logging and virtualized execution environments, Assembly protects sensitive candidate and hiring data at enterprise grade.
Experienced founders building the future of intelligent recruiting automation.

CEO & Co-Founder
Sumant Yerramilly brings the experience of a 3x founder — with two successful exits — to his role as CEO and Co-Founder of Assembly Industries. His career has been defined by capital-efficient business building, with deep expertise spanning SaaS platforms and enterprise software at scale. At Assembly, Sumant leads the company's vision of replacing fragmented point solutions with a unified orchestration platform that delivers measurable business outcomes. He understands that enterprise recruiting teams don't need more tools — they need end-to-end workflows that run without manual intervention. Under his leadership, Assembly has built a platform trusted by teams seeking real automation accountability, not just software licenses. Sumant's operational track record ensures Assembly is built to last and scale.
CTO & Co-Founder
Aditya Mugali is a serial ML-focused founder and the technical architect behind Assembly Industries' AI recruiting platform. As the former CTO of Lightbox — acquired by Fyllo — Aditya brings hands-on experience building machine learning systems that operate at enterprise scale and survive the rigor of M&A due diligence. At Assembly, he leads all technical development, including the semantic matching engine that powers AI resume screening, the Assembly Talk conversational interview system, and the 35+ connector integrations spanning ATS, HRIS, and background check providers. Aditya's approach is deeply practical: AI should reduce recruiter workload through precision, not just speed. He also advises early-stage startups on ML architecture, bringing a perspective shaped by building and scaling real AI products in competitive markets.
AI can automate resume screening with semantic matching, conduct structured pre-screening interviews via voice or SMS in 74+ languages, schedule interviews, score candidates against custom rubrics, run background and reference checks, and handle conversational onboarding. The result is a full-cycle recruiting workflow that runs continuously without manual recruiter involvement at every stage.
Talk to our team and see a live walkthrough of the full recruiting workflow.
Enterprise-grade security and data protection compliance.
35+ integrations across ATS, HRIS, ERP, and VMS platforms.
Contracts backed by measurable business outcome guarantees.
Fill out the form below and an Assembly expert will walk you through the full recruiting cycle — from AI resume screening to automated onboarding — tailored to your team's workflow and ATS.
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