Vendor Scorecards
AI-driven quarterly vendor scorecards replace gut-feel reviews with structured stakeholder feedback collected automatically, producing data-driven expand, maintain, or replace decisions backed by real performance data.
Managing vendor performance manually means missed risks, billing disputes, and gut-feel decisions that cost enterprises millions. Assembly Industries delivers AI-powered vendor performance management software that automates scorecards, compliance tracking, contract audits, and due diligence—giving procurement teams data-driven visibility and control across every supplier relationship, continuously and at scale.

End-to-end AI-automated solutions covering every stage of the vendor lifecycle, from onboarding through ongoing performance oversight.
AI-driven quarterly vendor scorecards replace gut-feel reviews with structured stakeholder feedback collected automatically, producing data-driven expand, maintain, or replace decisions backed by real performance data.
Continuously monitor W-9s, COIs, certifications, and banking details across your entire supplier base. Automated renewal conversations are triggered the moment documents approach expiration, eliminating compliance gaps.
AI scans every SOW and contract clause against your policy checklist, surfacing risky terms and compliance deviations before they become costly disputes or missed obligations.
Weekly automated audits compare vendor timesheet submissions and invoices against contract terms, flagging discrepancies early so billing errors are resolved before payment rather than after.
End-to-end new vendor due diligence pulls public and internal data, generates a risk-scored report, and routes approved vendors directly into onboarding—covering the full journey in one automated workflow.
Collect supplier documents, obtain e-signatures, and validate credentials in 74+ languages with real-time verification—accelerating onboarding from weeks to hours for global supply chains.

We ingest your existing supplier library and contract repository, establishing a compliance baseline across all active vendors. Missing documents, expired credentials, and contract gaps are identified within the first audit cycle, giving procurement leadership an immediate risk map.
See how procurement teams have eliminated vendor risk, resolved billing disputes, and built data-driven supplier relationships with Assembly.
Assembly delivers more than vendor management software—we provide full accountability for procurement outcomes, combining AI automation with expert implementation from day one.
Unlike point solutions that solve one procurement problem, Assembly automates the entire vendor lifecycle—onboarding, compliance, billing, scorecards, and due diligence—from a single platform.
We don't hand you software and walk away. Every deployment includes an expert implementation team with outcome-based SLAs, so you're buying results, not just tooling.
Enterprise-grade, SOC 2 compliant infrastructure with virtualized execution environments, auto-scaling, and comprehensive audit logging keeps your supplier data protected at all times.
By leading with AI and applying human oversight only where it matters, Assembly reduces vendor management operational costs by 60% while improving data accuracy, response speed, and compliance coverage.
Seasoned founders building the future of intelligent vendor and process 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 building capital-efficient, high-impact businesses at the intersection of SaaS and enterprise operations. At Assembly, Sumant drives the strategic vision of delivering end-to-end procurement and vendor management automation that holds itself accountable to business outcomes—not just feature delivery. His experience scaling enterprise software companies informs Assembly's platform-first approach: rather than selling point solutions, he's built an orchestration layer that compounds value with every use case added. Sumant's philosophy is that AI should free skilled professionals to focus on strategic decisions while automation handles the operational complexity that currently buries procurement and vendor operations teams.
CTO & Co-Founder
Aditya Mugali is a serial ML-focused founder and the technical architect behind Assembly Industries' AI orchestration platform. Before Assembly, he served as CTO of Lightbox, which was acquired by Fyllo, demonstrating his ability to build and scale ML-driven products through successful exits. At Assembly, Aditya leads all technical development, including the AI agents that power vendor scorecard automation, continuous compliance monitoring, contract clause analysis, and multi-language supplier onboarding across 74+ languages. He also advises startups navigating the machine learning landscape. His philosophy is that enterprise AI must be composable, auditable, and deeply integrated with existing systems—which is why Assembly's platform ships with 35+ connectors across ERP, VMS, HRIS, and CRM from day one.
Vendor performance management is the systematic process of evaluating, monitoring, and improving supplier relationships based on measurable performance criteria—such as compliance, billing accuracy, contract adherence, and service quality. Effective vendor performance management replaces infrequent manual reviews with continuous, data-driven scorecards that enable procurement teams to make informed expand, maintain, or replace decisions for every supplier in their network.
Talk to an Assembly expert for a tailored consultation and live platform walkthrough.
Enterprise-grade data security and operational compliance certification.
Recognized for delivering 60% cost reduction through intelligent automation.
Committed to measurable business outcomes with contractual accountability.
Fill out the form below and an Assembly expert will reach out to discuss your vendor management challenges, walk you through the platform, and build a tailored automation roadmap for your procurement team.
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