Robotic process automation (RPA)
RPA and AI agents are merging more than one is replacing the other. UiPath's September releases put agents inside managed workflows, next to fixed rule-based steps and governance controls. For any workflow, compare how well the work is completed, how often a person steps in and the total cost. Whether it is called an agent or a robot matters little.
Research snapshot · updated Nov 12, 2026
State of the art (2026)
RPA and AI agents are merging into one product category. UiPath's September 2026 releases place agents inside orchestrated workflows, next to fixed rule-based steps and governance controls. UiPath reported its first full year of GAAP profitability for fiscal 2026, announced in March 2026, and revenue of $418 million for the quarter that ended on 30 April 2026. The useful comparison between products is how well a workflow completes, how often a person has to step in and what it costs in total.
Core thesis
Traditional RPA (UiPath, Automation Anywhere) records and replays human actions on screens. It is brittle – it breaks when a UI changes. Modern AI agents (Claude, GPT-5, Gemini) understand intent, adapt to interface changes and handle unstructured data, so the screen-scraping moat is thin. The market is large and still growing, but the underlying technology is being commoditised by general-purpose AI; the incumbents survive by repositioning as the orchestration and governance layer for agents rather than as bot vendors.
Explore the deeper analysis in CanaryIQ
Explore what is covered below. These previews show the structure; log in to read the full analysis.
Signal stack
Evidence stacked leading → lagging
9 signals
Signal stack
Evidence stacked leading → lagging
Technology-native KPIs
Metrics that predict trajectory, tracked over time
4 tracked
Technology-native KPIs
Metrics that predict trajectory, tracked over time
Landscape map
Who builds what, and who depends on whom
192 players · 6 layers
Landscape map
Who builds what, and who depends on whom
Catalyst calendar
Dated events that will move the position
5 ahead
Catalyst calendar
Dated events that will move the position
Technology roadmap
Milestones on the path to maturity
8 milestones
Technology roadmap
Milestones on the path to maturity
Watchlists
Companies, people and papers, each with a condition for removing it
3 · 19
Watchlists
Companies, people and papers, each with a condition for removing it
Decision frameworks
What our view means for your job
Locked
Decision frameworks
What our view means for your job
Thesis changelog
When our view changed, and why
8 updates
Thesis changelog
When our view changed, and why
Change our mind
2 disconfirming conditions
You've read the verdict. The file is much deeper.
The full signal stack, technology-native KPIs tracked over time, the landscape of who depends on whom, the dated catalyst calendar, decision frameworks for every desk, live watchlists and a record of every time our view on Robotic process automation (RPA) has changed. All of it is in CanaryIQ.