What is AI process automation?
AI process automation uses intelligent software agents to execute, monitor, and optimize business workflows that would otherwise require manual human effort. Unlike traditional rule-based automation, AI process automation adapts to unstructured inputs — such as resumes, invoices, or supplier documents — makes context-aware decisions, and escalates to humans only when genuinely needed, delivering faster execution at significantly lower cost.
What types of business processes can Assembly Industries automate?
Assembly automates workflows across HR and people operations, procurement and vendor management, staffing and recruiting, finance and AR/AP billing, compliance certification tracking, IT operations, customer onboarding, customer support, and collections. The platform is composable, so new use cases can be added incrementally — with each deployment building on shared infrastructure rather than starting from scratch.
How is Assembly Industries different from buying an automation software tool?
Most automation tools deliver software to configure yourself. Assembly delivers both the platform and an expert services implementation team that encodes your specific business rules, compliance requirements, and system integrations. Engagements are governed by outcome-based contracts and SLAs, meaning Assembly is accountable for measurable business results — not just technology deployment.
How long does it take to get a proof of concept up and running?
Using Assembly Industries Studio, any plain-language process requirement can be turned into a functional proof of concept, PRD, SOW, and cost estimate in 15 to 30 minutes. Full implementation timelines vary by complexity, but each successive use case ships 30–40% faster as your orchestration infrastructure compounds across deployments.
How much cost reduction can we realistically expect?
Assembly's AI-first model with human oversight typically delivers 60–70% cost reduction compared to traditional US-hire or labor-heavy BPO models. This is achieved by automating high-volume repeatable tasks through AI agents while reserving human involvement for oversight, escalations, and decisions that genuinely require judgment — not as a default for every task.
Is the Assembly platform secure and compliant?
Yes. The Assembly platform is SOC 2 certified and built on enterprise-grade security architecture with virtualized execution environments, auto-scaling based on workload demand, and comprehensive audit logging and traceability across every workflow. Assembly also provides support for data subject rights requests, breach notification obligations, and record-keeping compliance.
What systems and platforms does Assembly integrate with?
Assembly connects to your existing enterprise stack through 35+ pre-built connectors spanning ATS, HRIS, ERP, VMS, and CRM platforms. Major ecosystem integrations include GitHub, AWS, Slack, Google Workspace, MongoDB, and OpenAI, among others. Custom integrations are available through the implementation services engagement.
Do we need a large IT team or technical resources to get started?
No. Assembly provides a dedicated expert services implementation team on every deployment — handling requirements encoding, integration setup, AI agent configuration, and ongoing management. You don't need internal AI engineering resources to launch. Your team defines the business outcomes; Assembly's team builds and operates the automation infrastructure to deliver them.