Screenpipe vs Celonis · reviewed October 22, 2026

Turn process know-how into answers, SOPs, and AI context.

Q: Is this an independent comparison?

No. Screenpipe publishes this page. It includes Celonis's strengths, avoids a numeric winner score, and states the criteria so readers can verify purchase-critical claims with each vendor.

Capture the screens, conversations, and exceptions behind a workflow. Turn that evidence into answers, reviewed SOPs, and context for your chosen agents.

Get Screenpipe See the business case

Start with a real task

Build the case around one repeated workflow and the people doing it. Captured desktop work is the starting material.

Capture the decision behind the steps

Use screen and audio evidence to ask the operator why an exception was handled that way. Carry the explanation into the reviewed procedure.

Reuse across tools

Keep raw history local by default and query it through REST or MCP. Give approved tools the relevant evidence for the next task.

The case for Screenpipe

Turn your team’s know-how into work others can repeat.

Choose Screenpipe for a focused workflow rollout with screen and audio evidence, AI-led operator interviews, reviewed SOPs and scoped skill testing. Work directly with our small, AI native team and keep a choice of local models and approved tools. Celonis offers broad process intelligence, orchestration, custom ML and agent-tool testing; its deepset partnership targets sovereign infrastructure and model control. Compare the exact deployment and rights in each proposal rather than assuming one product replaces the other.

Capture the steps. Clarify the judgment. Test the handoff.

For operations teams working across email, spreadsheets, portals, and business systems, the valuable knowledge often lives with the person doing the work. Use Screenpipe’s captured evidence to make that knowledge explicit, then have people validate how it is reused.

01
Observe
Capture representative work within the team’s agreed scope.
02
Clarify
Ask the operator to explain exceptions and correct missing rules.
03
Validate and reuse
Have a teammate or approved agent try the reviewed procedure against agreed success criteria.
04
Measure and update
Track the outcome. Have the owner update and re-test the procedure when work changes.

Example workflow

Recover an invoice exception

The manual work today: An operations lead asks several people to reconstruct why an invoice was handled differently and how the exception was resolved.
With Screenpipe: Search the captured application history and relevant conversations. Ask the operator to explain the decision rule behind the exception, correct the draft procedure, and test it on a similar case before handing it to a teammate or approved agent.
Prove the value: Track time to resolve the exception and whether the next case reaches the right outcome. Include expert review, correction, and rework; keep enterprise process KPIs separate.

Illustrative ROI · assumptions, not customer results

What would 10 minutes back each day be worth?

$4,000 / month

Value of recovered capacity if 20 people each save 10 minutes per workday, at a loaded labor cost of $60/hour over 20 workdays.

20 people × 10 min ÷ 60 × $60/hour × 20 days

At an illustrative all-in cost of $1,000/month, the break-even point is 2.5 minutes per person per day. That cost is an example, not a Screenpipe quote.

Use time saved after review and correction. Include licensing, AI, storage, administration, and amortized rollout costs. Recovered capacity becomes financial value when you put that time to productive use; it is not automatically cash savings.

Start with your team. Discover the workflow together.

You do not need to arrive with a workflow picked out. Bring a department and an outcome you want to improve. We can help identify a useful starting point during the pilot.

Plan a team pilot

Agree on the scope: Choose the participating team, capture boundaries, desired first output, and commercial terms. Set timing and delivery ownership together.
Involve the people doing the work: An operator explains the exceptions and reviews the procedure. A deployment owner agrees access and privacy controls. A team sponsor evaluates the result.
Define a useful deliverable: Aim for captured evidence, an operator-reviewed procedure, and a handoff or improvement tested on a representative task.
Decide using accepted work: Compare correct completion, expert assistance, review effort, and full cost against the baseline. Expand when the result supports it.

The practical differences

Where the products differ

Start with the criteria that can actually change your decision. Marketing category labels are less useful than concrete operating constraints.

Workflow guides

Screenpipe: Workflow maps, SOPs and agent instructions.
Celonis: Process Designer and Navigator document processes and employee journeys.

Expert interviews

Screenpipe: AI asks about missing steps and exceptions.
Celonis

Automation workbench

Scoped to a configured test environment.

Screenpipe: Recreate apps in a VM. Agents test and refine skills.
Celonis: Agent-tool testing and orchestration; confirm desktop VM recreation.

Automation upkeep

Testing and maintenance scope agreed before rollout.

Screenpipe: Retest workflow changes before redeployment.
Celonis: Process monitoring and automation triggers; confirm UI regression retesting.

Own your model

Screenpipe: Optional training on your data. You own the weights.*
Celonis: Custom ML in MLWorkbench; agree trained-weight ownership and export rights.

Reduce costs

Screenpipe: Less manual discovery. Control model spend.
Celonis: Contract platform units and private offers; compare the same rollout scope.

Side by side

Screenpipe vs Celonis

Capabilities can change. Treat this as an evaluation starting point and verify purchase-critical requirements with each vendor.

Criterion	Screenpipe	Celonis
Workflow guides	Workflow maps, SOPs and agent instructions.	Process Designer and Navigator document processes and employee journeys.
Expert interviews	AI asks about missing steps and exceptions.
Automation workbenchScoped to a configured test environment.	Recreate apps in a VM. Agents test and refine skills.	Agent-tool testing and orchestration; confirm desktop VM recreation.
Automation upkeepTesting and maintenance scope agreed before rollout.	Retest workflow changes before redeployment.	Process monitoring and automation triggers; confirm UI regression retesting.
Own your model	Optional training on your data. You own the weights.*	Custom ML in MLWorkbench; agree trained-weight ownership and export rights.
Reduce costs	Less manual discovery. Control model spend.	Contract platform units and private offers; compare the same rollout scope.
On-premises	Local capture, storage and AI processing.	Announced deepset sovereign platform targets preferred infrastructure; confirm product and deployment scope.
Open-source models	Ollama or your private model endpoint.	Sovereign partnership targets model control; custom Python/ML in MLWorkbench.
Confidential inference	Optional cloud AI in attested enclaves.

× No offering documented in the reviewed Celonis public materials as of October 22, 2026; this is not proof that a custom option is unavailable. Expert interviews means an AI voice interview with the operator. Confidential inference means hardware-enclave processing with attestation. *Screenpipe weight ownership depends on the base-model license and agreed training scope. Scope VM testing, maintenance, hosted voice and team processing separately. Enterprise workflow reports and SOP support are $150/seat/month ($750/month for five seats); compare total cost at the same workload and quality.

Evidence review

Check the evidence before choosing

Reviewed October 22, 2026 against first-party product and deployment material. This Screenpipe-authored comparison is not a hands-on benchmark. Red crosses describe the specific offering not found in the reviewed public sources. Hosting, model rights and implementation depend on the agreed scope.

Celonis platform

Process intelligence and enterprise orchestration.

Celonis process management

Process documentation, design and employee process journeys.

Celonis agent-tool testing

Official 2026 release descriptions include agent-tool tests.

Celonis ML Workbench API

Custom ML execution and schedules; weight ownership is a separate question.

Celonis sovereign AI partnership

June 15, 2026 announcement targets chosen infrastructure and model control; confirm availability and scope.

Celonis marketplace procurement

Vendor contract units and private offers; not a comparable per-seat quote.

Screenpipe architecture

Local capture and configured local inference; hosted voice and team services have separate data paths.

Screenpipe training and automation

Optional company-model training and scoped VM-based automation testing.

Screenpipe pricing

Published Enterprise per-seat price; implementation and add-ons need a scoped proposal.

Decision guide

Choose based on the job

Choose Celonis if

Business-wide process analysis and modeling
Process simulation and operational monitoring
An established integration and solution marketplace

Choose Screenpipe if

You want the people doing the work to help turn captured evidence into procedures teammates and AI can reuse.
You want reusable desktop evidence alongside existing operational systems.
You want a focused pilot with measured investigation and documentation time.

Context

Key trade-offs in detail

Start where your team loses time

Screenpipe gives a team a concrete place to start: the computer work behind a repeated task. Capture the relevant context, recover the exceptions, and create instructions that a colleague or approved AI can use. Keep Celonis where you need business-wide process modeling and orchestration; choose Screenpipe for direct access to the desktop evidence that makes a handoff or AI task useful.

Celonis pricing: compare a scoped deployment

Do not compare an assumed enterprise contract with a desktop app sticker price. Ask for a quote covering the required products, data connections, implementation, environments, and ongoing support. For Screenpipe, include commercial licensing, endpoint rollout, selected AI services, and storage. No Celonis contract price or cost-saving percentage is assumed here.

Keep the knowledge useful as work changes

A new supplier, policy, or application can change how an exception should be handled. Use current work evidence to review the affected instructions and test the revised handoff. A useful operating procedure earns its place each time the team handles the next case correctly.

Compare interviews, model rights and the complete rollout

Work directly with Screenpipe’s small, AI native team on a focused workflow. Use AI-led interviews to clarify the decisions and exceptions behind captured steps, review the SOP, and test the result in an agreed environment. Celonis has its own process and automation strengths shown in the table. Agree who controls the data and models, which tests and maintenance are included, and what the full deployment costs before comparing outcomes.

FAQ

Questions worth asking

Disclosure: this comparison is written and maintained by Screenpipe, not an independent review publication.

Are Screenpipe and Celonis direct substitutes?+

Celonis combines process data and business knowledge into an operational model for analysis, process design, and orchestration. Screenpipe provides searchable screen and audio history and workflow context. The products can overlap in discovery without replacing the same enterprise systems. The overlap depends on the job you are buying for: Screenpipe focuses on continuous, searchable screen and audio context, while Celonis may be a better fit for the workflows described above.

Where is Celonis stronger?+

Celonis is a credible choice for teams that value business-wide process analysis and modeling, process simulation and operational monitoring, an established integration and solution marketplace. Those strengths should be weighed against the deployment, data-control, platform, and extensibility differences in the table.

Where is Screenpipe stronger?+

You want the people doing the work to help turn captured evidence into procedures teammates and AI can reuse. You want reusable desktop evidence alongside existing operational systems. You want a focused pilot with measured investigation and documentation time.

Is this an independent comparison?+

No. Screenpipe publishes this page. We include Celonis's strengths, avoid a numeric winner score, and state the criteria so readers can verify the claims that matter to them. Product capabilities change, so confirm critical details with each vendor before purchasing.

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