Weeks of discovery
- Endless interviews & workshops to map processes
- Weeks of confusion figuring out where AI might fit
- Heated debates over what to prioritize
Don’t waste months digging. Gralio monitors every screen-based workflow, maps every process, and reveals where AI will transform your company.
Built by McKinsey & Bain alumni
“Doing this on my own would have taken months, sitting down with each team member and walking through their work. Gralio documented it all, drafted the SOPs, and suggested fixes. It fast-tracked the whole effort significantly.”
“Gralio specifically pointed us to opportunities with tangible ROI — specific processes, specific numbers, specific payback.”
“Gralio made it easy to see how our complex back-office processes actually run and clearly showed us where the automation opportunities are. It's a powerful tool.”
“Gralio’s SOPs are the only ones I can trust”
01 Data collection
Your team works normally. Gralio captures screen-based activity across applications, with controls to pause recording or delete anything they don’t want to share.
02 Automated Documentation
All that raw activity turns into a detailed picture of how work gets done. Never manually document anything.
Open the supplier email and identify the invoice attachment.
Check the supplier, amount and order reference.
Route matches for approval. Flag mismatches for clarification.
03 Process Time Measurement
Calculate a baseline for every process and variation. Recheck after AI deployment to prove your ROI.
Go beyond the average.
See the time behind each variant.
04 ROI Prioritization
See a prioritized list of options scored by expected time savings, implementation cost, feasibility, and ROI.
| Initiative | Savings | ROI |
|---|---|---|
01Invoice data extractionRepeated data entry across applications. Validate document quality and integration access before sizing the build. | $480,000 | 320% |
02Reporting preparationReview common data sources, transformation rules and reporting formats. Keep exception handling in the specification. | $320,000 | 240% |
03Exception triageAssess which exceptions can be classified consistently and where human judgement should remain in the loop. | $180,000 | 180% |
05 Automation
Every step and exception is already mapped. We build the automation, or your team does.
AI automation potential identified across 4 finance processes at a specialty contractor.
Of email orders sent to the AI agent automated. From diagnosis of 15 people’s workflows to live automation in weeks, with people reviewing each draft.
People whose work we documented for an international company with thousands of complex processes
“Since we implemented it, the automation has been our number one order entry employee every month. It handles about three times the volume of the next closest person.”
See how your teams truly work, then automate the processes they own.
Get ground-truth requirements for what to build, and proof it was adopted after it ships.
Achieve an as-is baseline across portfolio companies, quantified improvement potential, and measured savings once changes land.
Determine exactly what should be built, and ensure it gets implemented after the fact.
Enterprise-grade security standards protect your data at every step.
Restricted information is automatically removed before analysis.
Employees can review or delete their recordings at any time.

Gralio analyzes recorded screen activity to map processes, find inefficiencies and quantify automation opportunities.
Yes. Gralio can build and test the automations, or provide blueprints for your team to implement them.
An initial analysis can be available within 15 minutes of a recording. A detailed automation report usually takes 1–2 business days.
Process maps, steps with screenshots, time and cost estimates, automation potential, implementation blueprints, ROI, payback calculations and quick wins.
Browser recording needs no installation. Continuous recording requires IT approval. Your IT team can also help with automation implementation.
Gralio is SOC 2 compliant, separates customer environments and supports sensitive-data redaction. Employees can review or delete recordings.