Build Custom AI Agents for Automation

Assembly Industries designs and deploys custom AI agents that orchestrate your entire business workflows end-to-end — from HR and procurement to finance and customer support. Unlike point solutions, our unified platform combines AI-first automation with expert implementation and human oversight, cutting costs by 60% while delivering guaranteed, measurable business outcomes your teams can rely on.

Custom AI agents automating enterprise business workflows on a unified platform dashboard

Our Custom AI Agent Services

End-to-end AI automation solutions purpose-built for every critical function across your enterprise.

HR & People Operations

Automate onboarding, exit interviews, pulse surveys, performance reviews, compliance certification tracking, and AI-delivered training — all with human-in-the-loop escalation at every critical decision point.

Staffing & Recruiting

Deploy AI agents for semantic resume matching, 24/7 multilingual pre-screening, automated reference and background checks, and end-to-end onboarding — turning a fragmented hiring cycle into one orchestrated workflow.

Procurement Automation

Automate supplier onboarding, continuous document audits, timesheet and billing reconciliation, vendor scorecards, and SOW compliance reviews — from vendor submission to approved supplier in one workflow.

Finance & AR/AP Billing

Eliminate manual billing bottlenecks with AI agents that handle accounts receivable, accounts payable, collections workflows, and financial reconciliation with full audit trails and accountability.

IT & Operations Automation

Automate IT workflows, operational processes, and customer support functions end-to-end using Assembly's unified orchestration platform — with SOC 2 compliant infrastructure and auto-scaling built in.

Cross-Functional Orchestration

Connect HR, procurement, finance, and operations into a single composable platform with 35+ connectors across ATS, HRIS, ERP, VMS, and CRM — compounding value with every additional use case deployed.

Assembly Industries team deploying custom AI agents through a structured implementation process

Our 5-Step Custom AI Agent Deployment Process

Discovery & Process Assessment

Our expert team conducts a detailed assessment of your current workflows, identifying the highest-value automation opportunities and mapping the data flows, integrations, and compliance requirements unique to your organization.

Rapid Proof of Concept with Assembly Studio

Custom AI Agent Development

Integration & Expert Implementation

Continuous Monitoring & Improvement

Trusted By Enterprises

Success Stories

See how enterprises across industries achieve measurable outcomes with Assembly's AI automation platform.

"The expertise our Assembly VMM brought to insurance verification and prior authorizations has been game-changing. Our patients get faster approvals and our cash flow improved dramatically."

Mark Thompson

"The expertise our Assembly VMM brought to insurance verification and prior authorizations has been game-changing. Our patients get faster approvals and our cash flow improved dramatically."

Mark Thompson

"The expertise our Assembly VMM brought to insurance verification and prior authorizations has been game-changing. Our patients get faster approvals and our cash flow improved dramatically."

Mark Thompson
The Assembly Difference

Why Choose Assembly Industries?

We go beyond technology to deliver end-to-end orchestration, full accountability, and guaranteed business outcomes.

Outcome Accountability

We operate on outcome-based contracts and SLAs — you pay for measurable results, not just technology access.

AI-First, Human-Backed

Our AI-first approach with expert human oversight reduces operational costs by 60% while improving execution speed and quality.

Enterprise-Grade Security

SOC 2 certified infrastructure with virtualized execution environments, auto-scaling, and audit logging protects every enterprise workflow.

Faster with Every Deployment

Our composable platform compounds value across US-based and global clients — each new use case ships 30–40% faster than the last.

Meet the Assembly Industries Team

Founded by repeat entrepreneurs with deep expertise in AI, SaaS, and enterprise automation.

Sumant Yerramilly, CEO and Co-Founder of Assembly Industries

Sumant Yerramilly

CEO & Co-Founder

Sumant Yerramilly is a 3x founder with two successful exits, now channeling his experience in capital-efficient business building into Assembly Industries as CEO. With deep expertise across SaaS and enterprise software, Sumant recognized the critical gap in the automation market: organizations were drowning in point solutions and disconnected tools, yet no vendor was delivering a true orchestration layer with accountability for business outcomes. At Assembly Industries, he leads the company's vision to combine AI-first automation with expert implementation, ensuring enterprises receive not just software, but guaranteed results. His track record of building and scaling high-growth companies informs Assembly's outcome-based model and composable platform strategy, making enterprise-grade automation accessible and predictable for organizations of all sizes.

Aditya Mugali

CTO & Co-Founder

Aditya Mugali is a serial machine learning-focused founder and the technical visionary behind Assembly Industries as CTO and Co-Founder. Previously, Aditya served as CTO of Lightbox, which was acquired by Fyllo, demonstrating his ability to build enterprise-grade ML systems that achieve successful exits. He now architects the Assembly Platform — a SOC 2 compliant, auto-scaling AI orchestration infrastructure that powers custom AI agent deployments across HR, finance, procurement, IT, and operations. Aditya's deep expertise in ML systems design, enterprise integrations, and agentic AI ensures that Assembly's agents do far more than automate tasks — they orchestrate entire business functions end-to-end. He also actively advises AI and SaaS startups, bringing cutting-edge industry insight directly into Assembly's product roadmap.

Frequently Asked Questions

What is a custom AI agent and how is it different from off-the-shelf automation software?

A custom AI agent is purpose-built to execute your specific business processes — encoding your unique scoring rubrics, compliance requirements, and data model. Unlike off-the-shelf tools that require extensive self-configuration, Assembly's agents are deployed by an expert implementation team and are designed to deliver measurable business outcomes, not just automate individual tasks in isolation.

Which business functions can Assembly Industries automate with AI agents?

How long does it take to deploy a custom AI agent with Assembly Industries?

Is Assembly Industries' platform secure and compliant?

How does Assembly Industries handle human oversight within automated workflows?

What integrations does the Assembly platform support?

Does Assembly Industries work with multilingual or global workforces?

What does an outcome-based contract with Assembly Industries look like?

Still Have Questions About AI Automation?

Talk to our experts for a free consultation and proof-of-concept scoping session.

Certified & Trusted

Awards and Recognition

SOC 2 certification badge for Assembly Industries

SOC 2 Certified

Enterprise-grade security and data protection standards.

AI-first platform badge powered by leading machine learning infrastructure

AI-First Platform

Built on OpenAI and leading ML infrastructure.

Outcome-based SLA guarantee badge for Assembly Industries

Outcome-Based SLAs

Guaranteed business results backed by contractual commitments.

Ready to Build Your Custom AI Agents?

Tell us about your process challenges and we'll scope a proof of concept in under 30 minutes — no lengthy requirements cycles, no commitment required.

Contact Us Today

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