Automated Interview Feedback
AI agents conduct structured interviews via voice, SMS, or web, then generate consistent, rubric-scored feedback for every candidate — eliminating subjectivity and delays in your evaluation process.
Eliminate inconsistent, delayed interview feedback with Assembly Industries' AI-powered recruiting software. Our automated interview feedback system scores candidates against your rubrics in real time, updates your ATS instantly, and gives recruiters structured, bias-reduced insights — so your team closes top talent faster, with less manual coordination and zero feedback bottlenecks.

From automated screening to structured interview feedback, we cover every stage of your recruiting workflow.
AI agents conduct structured interviews via voice, SMS, or web, then generate consistent, rubric-scored feedback for every candidate — eliminating subjectivity and delays in your evaluation process.
Semantic match scoring moves beyond keyword filtering to return ranked shortlists with evidence-backed assessments, so recruiters stop digging through applications and start closing placements faster.
Assembly Industries Talk runs structured pre-screening interviews and skills assessments 24/7 across 74+ languages, scoring candidates against your defined rubrics and syncing results directly to your ATS.
AI scheduling agents coordinate interview slots, send reminders, and manage rescheduling end-to-end — removing the back-and-forth that slows down high-volume recruiting pipelines.
Agentic ongoing matching keeps talent pipelines warm with automated outreach and set-and-forget re-engagement, ensuring your candidate pool stays active without constant manual effort.
All feedback, scores, and candidate data sync automatically into your existing ATS, giving hiring managers a complete, audit-ready hiring package from first contact to final decision.

Our implementation team works with your recruiters to encode your specific scoring criteria, competency frameworks, and role requirements into the AI system — ensuring every automated assessment reflects your exact standards, not a generic template.
See how recruiting teams are closing placements faster and reducing feedback delays with Assembly Industries.
We go beyond software to deliver end-to-end automated interview feedback with full accountability for your hiring outcomes.
We deliver end-to-end process orchestration with outcome-based SLAs — not just a tool you configure yourself.
Every deployment includes an expert services team that encodes your rubrics, ATS data model, and compliance requirements from day one.
SOC2 compliant architecture with comprehensive audit logging protects sensitive candidate data across every automated interview workflow.
AI-first automation with human oversight consistently reduces recruiting operations costs by 60% while improving feedback quality and hiring speed.
Founders with deep expertise in AI, SaaS, and enterprise automation.
CEO & Co-Founder
Sumant Yerramilly brings a proven track record as a 3x founder with two successful exits to his role leading Assembly Industries. His deep expertise in capital-efficient business building across SaaS and enterprise environments shapes Assembly's approach to delivering real business outcomes rather than just technology tools. Under his leadership, Assembly Industries has built a unified orchestration platform that closes the gap between point solutions and genuine enterprise transformation. Sumant's philosophy — that automation should free human talent for creative and strategic work — drives every product decision and client engagement at Assembly, ensuring recruiting teams using the automated interview feedback platform get measurable improvements in hiring speed, consistency, and placement quality.
CTO & Co-Founder
Aditya Mugali is a serial machine learning-focused founder and former CTO of Lightbox, which was acquired by Fyllo, bringing enterprise-grade ML architecture experience to every system Assembly Industries builds. As CTO and Co-Founder, Aditya oversees the technical infrastructure behind Assembly's AI recruiting software — including the automated interview feedback engine that scores candidates against custom rubrics, integrates with ATS platforms, and scales across 74+ languages via voice, SMS, and web. His background in building ML systems that survive acquisition-level scrutiny means Assembly's recruiting automation is engineered for reliability, security, and continuous improvement — not just impressive demos. He also actively advises startups navigating the AI implementation journey.
Assembly Industries Talk conducts structured interviews via voice, SMS, or web at any time of day. The AI follows your defined question frameworks, records and analyses candidate responses in real time, scores each answer against your rubrics, and generates written feedback summaries. Results sync automatically to your ATS so recruiters receive a ranked shortlist with evidence-backed assessments — typically within minutes of the interview ending.
Talk to our team for a personalised walkthrough of how Assembly Industries fits your recruiting workflow.
Assembly Industries delivers AI recruiting software and automated interview feedback solutions across the United States.
United States
Service Area
74+ Languages
Language Support
24/7 Operations
Availability
Contact us to confirm availability and start your deployment scoping process today.
Enterprise-grade security and data privacy compliance.
Recognised for delivering 60% cost reduction through intelligent automation.
Committed to measurable business results, not just technology delivery.
Fill out the form below and an Assembly Industries expert will reach out to scope your recruiting workflow, demonstrate the platform, and provide a tailored implementation plan — 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