UiPath Capability Recommendation Agent

Agentic workflow that ingests an SOP, evaluates each step for automation feasibility, and recommends the best UiPath capability with clear reasoning.

📘 Overview

The Recommendation Agent analyzes Standard Operating Procedures (SOPs) and produces a structured assessment: step-by-step automation potential, suggested UiPath capability (e.g., Document Understanding, RPA, AI Center, Integration Service), and “why” behind each recommendation.

Duration	3 weeks
Role	Lead Product Manager
Grounding	UiPath capabilities + catalog context

⚙️ Problem

Teams have many SOPs but determining automation feasibility requires deep platform knowledge and manual analysis, causing:

Slow feasibility assessments
Inconsistent recommendations across analysts
Missed automation opportunities / unclear ROI

🧠 Approach

Ingest SOP (text/PDF)
Parse steps into a structured sequence
Agent evaluates each step with UiPath-grounded context
Output a JSON report + human-readable summary

“We turned platform knowledge into a repeatable recommendation workflow.”

📈 Results

Metric	Before	After	Impact
Assessment Time	0.5–1 hour per SOP	~2 minutes	Massive reduction
Consistency	Varies by analyst	Standardized by agent	Improved repeatability

💡 Learnings

Grounding to platform capabilities reduces hallucination risk
Structured outputs (JSON) help integrate into downstream workflows
Next: push results directly into Automation Hub / backlog