AI Automation that thinks, not just clicks.
RPA on its own peaks at scripted, predictable work. AI automation goes further — agentic workflows that reason, retrieve, decide, and escalate. Intelligent document processing that handles every variant your business throws at it. End-to-end automation across finance, operations, HR, and customer service.
RPA executes. Agentic automation reasons.
Traditional RPA breaks the moment a vendor changes a UI or a form layout shifts. Agentic automation adapts. We combine both, with the right tool for each step.
Reasoning per step
LLM-driven decision points. Conditional branching based on context, not just rules. Handles edge cases RPA can't.
OCR + LLM extraction
Layout-agnostic document extraction. Tables, signatures, handwritten notes, multi-language. 30-60% throughput gain vs. classical OCR.
RPA + AI orchestration
RPA for predictable clicks, AI for judgment calls. UiPath, Power Automate, Automation Anywhere with AI overlay.
Trail + replay
Every decision logged. Every input archived. Every output reproducible. Compliance-grade by default.
Where automation pays off. By function.
Invoice, AP/AR, close
Invoice ingestion + 3-way match + posting. Accruals automation. Reconciliation. Predictive cash flow.
KYC, onboarding, audit
Automated KYC + AML monitoring. Customer onboarding. Contract lifecycle. Compliance reporting.
Hiring, onboarding, comp
Resume screening, candidate ranking, interview scheduling, employee onboarding workflows.
Agentic + RPA combined
Service agents that trigger downstream RPA actions (refund, account update, ticket creation, escalation).
Proof. Not pitch decks.
Service Agent + RPA — 180 agents replaced.
Service agent handles conversation. Triggers downstream RPA bots for refunds, account updates, transaction reversal, KYC re-checks. End-to-end automation across 15 service flows. 50K+ daily completions.
IDP · DOCUMENTSInvoice + KYC + Contract
OCR + LLM extraction for invoices, KYC docs, contracts. Layout-agnostic. Confidence-thresholded human review on low-confidence extractions.
PLATFORMUiPath + LangGraph
RPA bot library orchestrated by an agentic workflow layer. Each step's decision logged. Failed steps retry with backoff or escalate.
Questions buyers actually ask.
Do we still need RPA if we have AI?
Yes — for predictable clicks, RPA is cheaper and more reliable than an LLM. The right architecture uses RPA for execution and AI for decision-making.
How much can we realistically save?
Depends on volume and process complexity. Typical: 30-60% throughput gain on document-heavy work, 60-80% deflection on tier-1 customer service. We'll model your specific case on a 30-min call.
Will this break when an upstream system changes?
Less than pure RPA — agentic systems adapt to UI / form changes more gracefully. We still recommend versioned interfaces (APIs) where possible.
Can you work with existing automation platforms?
Yes. UiPath, Automation Anywhere, Power Automate, Workato, Zapier. We layer AI on top of what you already have.
Map your automation opportunity.
Free 5-day automation audit. We map your top 10 processes, score by automation potential, and return a prioritized ROI list.