AI Candidate Matching
Semantic search moves beyond keyword filtering to return ranked shortlists with evidence-backed match scores, so recruiters stop digging through resumes and start closing placements faster.
Staffing agencies lose placements to manual pipelines, fragmented candidate data, and inconsistent follow-up. Assembly Industries' AI-powered CRM orchestrates your full recruiting lifecycle—from semantic candidate matching and 24/7 pre-screening to automated onboarding and compliance tracking—so your team closes faster, works smarter, and scales without adding headcount.

End-to-end AI automation purpose-built for every stage of the staffing and recruiting lifecycle.
Semantic search moves beyond keyword filtering to return ranked shortlists with evidence-backed match scores, so recruiters stop digging through resumes and start closing placements faster.
Structured interviews and skills assessments run 24/7 across 74+ languages via voice, SMS, and web—scoring candidates against your rubrics and syncing results directly into your ATS.
AI-driven onboarding collects documents, captures e-signatures, and delivers policy acknowledgments around the clock in multiple languages, reducing new hire setup from days to minutes.
Automatically monitors required credentials per role, scans for gaps, sends renewal reminders at 90/60/30-day intervals, and maintains a live audit-ready compliance dashboard across all workers.
Agentic candidate pool management and set-and-forget client outreach keep pipelines warm and opportunities active without manual effort from your recruiting team.
Fully automated background and reference checks integrated with Checkr, Sterling, and GoodHire, delivering a single consolidated hiring package for every candidate without manual coordination.

Our expert implementation team audits your existing ATS data model, encodes your unique candidate scoring criteria, compliance requirements, and job order logic—ensuring the platform is tuned to your agency's exact standards before a single workflow goes live.
See how staffing agencies are cutting time-to-fill and scaling placements with Assembly Industries' AI-powered CRM.
We don't just deliver software—we deliver outcomes. Here's what sets Assembly Industries apart for staffing agencies.
Unlike point solutions, Assembly manages the entire staffing lifecycle end-to-end—from job order intake to placement and offboarding—in one unified platform.
Every deployment includes an expert services team that encodes your scoring rubrics and compliance rules—not just software you configure yourself.
Enterprise-grade, SOC 2 compliant infrastructure with comprehensive audit logging gives staffing agencies the data security and traceability that enterprise clients demand.
Assembly operates on outcome-based contracts and SLAs—your agency pays for results, not licenses. If the automation doesn't deliver, neither do we.
Founders with deep expertise in AI, SaaS, and enterprise automation.
CEO & Co-Founder
Sumant Yerramilly brings the perspective of a 3x founder with two successful exits to the helm of Assembly Industries. His career is defined by capital-efficient business building, with deep expertise spanning SaaS and enterprise software. At Assembly, Sumant leads the company's mission to replace fragmented point solutions with a unified orchestration platform that delivers measurable business outcomes for staffing agencies and enterprise clients. His experience scaling technology companies from concept to acquisition gives Assembly's clients the confidence that their automation investments are designed for long-term growth, not short-term quick fixes. Sumant is focused on ensuring every client achieves predictable, compounding returns from intelligent automation rather than one-off efficiency gains.
CTO & Co-Founder
Aditya Mugali is a serial machine learning-focused founder who brings rare technical depth to Assembly Industries as CTO. Previously CTO of Lightbox—acquired by Fyllo—Aditya has a proven track record of building ML systems that scale to enterprise demands. At Assembly, he architects the AI infrastructure powering semantic candidate matching, multilingual pre-screening, and automated compliance workflows that staffing agencies rely on. His hands-on approach to platform engineering means Assembly's AI is not a black box—it is explainable, auditable, and continuously improving. Aditya also actively advises startups, keeping Assembly at the leading edge of applied AI research and practical automation deployment. His technical leadership ensures every client workflow is both intelligent and enterprise-grade.
A traditional ATS stores and tracks applicant data passively. An AI-powered CRM like Assembly actively automates the work—running candidate matching, pre-screening interviews, compliance tracking, onboarding, and client outreach without manual effort. Rather than a record-keeping system, it functions as an orchestration layer that executes tasks end-to-end and updates your ATS automatically.
Speak with an Assembly expert to see exactly how the platform fits your staffing workflows.
Enterprise-grade data security and compliance assurance.
Purpose-built intelligent automation for enterprise workflows.
Accountability for results, not just technology delivery.
Tell us about your current recruiting process and we'll show you exactly where Assembly's AI-powered CRM can eliminate bottlenecks, reduce cost-per-placement, and scale your agency without adding headcount.
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