MemoryLane vs UiPath, Celonis, and Mimica
The enterprise process intelligence market has some excellent tools. UiPath, Celonis, and Mimica all built products that help large organizations understand and improve how work gets done. But there is a massive gap. These tools are built for companies with hundreds or thousands of employees, dedicated process teams, and budgets starting in the six figures. That leaves roughly 90% of companies with no good option.
We built MemoryLane to fill that gap. Here is how we compare.
UiPath
UiPath was the first major player in RPA (Robotic Process Automation) and has grown into one of the biggest names in automation. They are publicly traded with over $1.4 billion in annual revenue. Their software covers everything from process mining to RPA bots and AI-powered document understanding.
All of the above makes the product powerful, but deploying it often requires something called a "center of excellence," a dedicated internal team that manages the platform, builds the automations, and runs the process discovery. That team alone can cost more than what most mid-size companies spend on their entire finance function.
UiPath is built for organizations with thousands of employees and complex IT infrastructure. If you run a 50-person company or a finance team of five, UiPath is not built for you. Not because the product is bad, it's just that the model isn't made for smaller companies.
Celonis
Celonis is the leader in process mining. Process mining is a process discovery approach that works by plugging into enterprise systems (think SAP, Oracle, Salesforce) and analyzing the "event logs" those systems produce. In other words, connect your SAP instance and Celonis tells you how long the average invoice approval takes across 10,000 cases. It finds bottlenecks, compliance violations, and inefficiencies at massive scale.
The catch is that process mining needs structured data to work with. Someone has to configure the connectors, clean and transform the system logs into a readable format, and build the dashboards. That is typically a team of analysts working for weeks or months. That's why Celonis deployments are large enterprise projects with price tags to match.
Process mining also only sees what happens inside the systems it connects to. It does not see the work that happens between systems. The copy-paste from the ERP to the spreadsheet, the manual email follow-up, the 12-step workflow that spans five browser tabs. For smaller teams, that in-between work is where most of the time actually goes. Process mining misses it entirely.
Mimica
Mimica is the closest to what we do. They observe actual screen-level activity instead of relying on system logs. That means they can see the real work, not just what an ERP captures.
But Mimica still targets large enterprises. Their focus is companies with 1,000+ employees. Implementation involves working with their team of analysts to scope the project, deploy the software, and interpret the results. It is a lighter engagement than UiPath or Celonis, but it is still a managed project rather than something you can start on your own.
If you run a mid-size company or a small team, Mimica is unlikely to take your call. And if they do, the price tag won't be what you expect. They are a great product solving a painful problem for a different market segment.
MemoryLane
We built MemoryLane for the companies these tools leave behind.
You do not need a center of excellence. You do not need to connect your SAP instance. You do not need an analyst team to interpret the output for you. You install it in five minutes, it runs in the background as you work, and within a week you have a ranked list of workflows sorted by time spent and automation potential.
The $50/month self-serve plan gives a single user full access to AI-driven process discovery and analysis. When you are ready to roll it out across your team, you upgrade to a team project and run the analysis centrally. No six-month implementation timeline. You can be live in a few days.
We've also put a lot work intop data privacy. For all users involved, all captured data stays on their device. They can then choose to share it with your organization centrally, so it can be analyzed and actioned. The screenshots we use to track repetitive tasks are processed and immediately deleted, never stored by anyone at any point. We do this by running through zero-data-retention AI providers. And if you need tighter controls, on-premise deployment is available.
The goal is the same – see how work actually happens and find what to automate first. The difference is that MemoryLane makes process discovery and task mining accessible to normal people, not just companies with a process excellence department.
How they compare
| UiPath | Celonis | Mimica | MemoryLane | |
|---|---|---|---|---|
| Target | 5,000+ employees | 2,000+ employees | 1,000+ employees | Individuals and SMBs |
| Approach | RPA + process mining | System log analysis (SAP, Oracle) | Screen-level observation | Screen-level summarization |
| Setup | Center of excellence team | Analyst team, weeks to months | Managed project with analysts | 5 minutes, self-serve |
| Sees work between apps | Limited | No | Yes | Yes |
| Budget | $250K+ | $200K+ | $100K+ | $50/month |
We wrote more about this gap in task mining for small and mid-size teams and about where to start with AI if you are still figuring out your approach.
Next steps
If you are evaluating process discovery tools and your company is not a Fortune 500, start with MemoryLane. Try the self-serve plan and get in touch if you need help with team deployment, security controls, or a customized analysis.