AI Resume Screening
Assembly Industries Search goes beyond keyword matching with semantic scoring, returning ranked shortlists with evidence — so recruiters stop reviewing unqualified resumes and start closing placements faster.
Staffing firms lose placements every day to manual resume review, inconsistent pre-screening, and disconnected onboarding workflows. Assembly Industries automates your entire candidate submittal cycle — from semantic resume matching and 24/7 AI-driven pre-screening to automated reference checks and conversational onboarding — so your recruiters stop digging through applicants and start closing more placements, faster.

End-to-end AI automation covering every stage of your candidate submittal pipeline, from sourcing to placement.
Assembly Industries Search goes beyond keyword matching with semantic scoring, returning ranked shortlists with evidence — so recruiters stop reviewing unqualified resumes and start closing placements faster.
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 updating your ATS automatically.
Fully automated reference and background checks — integrating with Checkr, Sterling, and GoodHire — consolidate results into a single hiring package so nothing delays a submittal.
Agentic ongoing matching and set-and-forget candidate pool management keep your pipelines warm with zero manual outreach, surfacing the right candidates the moment a new job order lands.
Collect documents, e-signatures, and policy acknowledgments 24/7 in multiple languages, with weekly scans for expiring credentials — so the journey from placement to first day runs without manual coordination.
AI screening agents, interview scheduling, and candidate evaluation tools handle thousands of applicants without exhausting your recruiting staff or degrading the candidate experience during peak hiring seasons.

Our expert implementation team documents your current submittal process, scoring rubrics, ATS data model, and compliance requirements. Assembly Industries Studio converts your plain-language requirements into a functional proof of concept, PRD, and cost estimate in 15–30 minutes — eliminating the requirements cycle that stalls most automation initiatives.
See how staffing firms are closing more placements with faster, fully automated candidate submittal workflows.
Assembly Industries is not just a software vendor — we are a full implementation and outcomes partner for staffing firms ready to automate their candidate submittal operations.
We automate the entire submittal cycle — screening to onboarding — not just isolated steps, eliminating the gaps that manual handoffs create.
Every deployment includes a dedicated implementation team that encodes your rubrics and ATS data model — not just a platform for your team to configure alone.
Enterprise-grade, SOC 2 compliant infrastructure with comprehensive audit logging keeps sensitive candidate and client data secure across every automated workflow.
Assembly operates under outcome-based contracts and SLAs — reducing operational costs by 60% — so US-based staffing firms pay for results, not just access to tools.
Experienced founders building the future of staffing automation.
CEO & Co-Founder
Sumant Yerramilly is a 3x founder with two successful exits who now leads Assembly Industries as CEO. His career has been defined by capital-efficient business building, with deep expertise spanning SaaS and enterprise software. Sumant co-founded Assembly Industries to close a critical market gap: while many vendors offer point solutions for AI agents or automation, none delivered a comprehensive orchestration layer with full accountability for business outcomes. Under his leadership, Assembly has built a unified platform purpose-designed for staffing firms and enterprises that need the entire candidate submittal cycle — from semantic resume screening to compliant onboarding — automated as a single, orchestrated workflow rather than a chain of disconnected tools. Sumant brings the strategic discipline of a serial founder to every client engagement.
CTO & Co-Founder
Aditya Mugali is a serial ML-focused founder and the technical architect behind Assembly Industries' AI automation platform. He previously served as CTO of Lightbox, which was acquired by Fyllo, and has spent his career at the intersection of machine learning and enterprise product engineering. At Assembly Industries, Aditya leads all technology development — including the semantic matching engine that powers Assembly Industries Search, the multilingual conversational AI layer behind Assembly Industries Talk, and the SOC 2 compliant orchestration infrastructure connecting 35+ ATS, HRIS, VMS, and CRM systems. He also advises startups navigating ML-driven product development. Aditya's engineering philosophy centers on building composable automation infrastructure that gets faster and broader with every deployment, compounding value for staffing firms with each successive use case.
Assembly Industries automates the full submittal cycle end-to-end: AI agents semantically match and rank resumes, run structured pre-screening interviews 24/7 via voice, SMS, or web across 74+ languages, trigger background and reference checks automatically, and compile a complete client-ready hiring package — all synced directly into your ATS without manual recruiter intervention at any stage.
Talk to an Assembly Industries expert and get a tailored walkthrough of how the platform fits your staffing workflow.
Enterprise-grade security and data protection compliance.
Recognized for reducing operational costs by 60% with AI.
Contracts tied to measurable business results, not just tools.
Tell us about your current submittal workflow and volume. Our team will map a custom automation solution and deliver a proof of concept scoped to your ATS, rubrics, and compliance requirements — typically within 15–30 minutes of our first conversation.
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