Change-aware automation (not blind automation)
Panaya Change Intelligence drives which flows earn automation and which stay manual. That prevents the common trap of over-automating low-value flows.
Panaya • Test automation
Panaya Codeless Automation is the change-aware, GenAI-assisted test automation layer on the Panaya platform.
With Panaya Codeless Automation, Change Intelligence decides which SAP and packaged ERP flows get automated, self-healing keeps Fiori and Lightning scripts stable and parallel agents keep regression windows short.
What it is
Panaya Codeless Automation (formerly AutonomousX, positioned as the test automation layer of the Panaya platform) is codeless, GenAI-assisted, and change-aware. Its defining feature is tight coupling to Panaya Change Intelligence: automation is recommended for impacted flows, not generated blindly.
Recent GenAI capabilities include test data generation with realistic permutations, expression validation, and the SeeMore AI co-pilot for authoring. Self-healing locators adapt to UI changes in real time, which reduces script maintenance for SAP Fiori and Salesforce Lightning footprints where selectors shift frequently.
Parallel execution agents on remote machines, scheduled regression runs, and side-by-side execution result comparison round out the execution surface. For SAP programs paired with Change Intelligence, the regression suite stays lean because only impacted flows run.
The rollout work is authoring standards, self-healing tuning for Fiori and Lightning, parallel agent sizing, and wiring to Change Intelligence, Test Management, Jira and CI/CD, followed by training.
Ideal use cases
What it is best at
Panaya Change Intelligence drives which flows earn automation and which stay manual. That prevents the common trap of over-automating low-value flows.
Real-time self-healing reduces script maintenance on UIs where selectors shift frequently.
GenAI produces test data permutations and assists authoring through the SeeMore co-pilot. Human review still required; Merito treats GenAI as an accelerator, not autopilot.
Remote execution agents and scheduled regression keep feedback loops short on SAP programs where run windows are constrained.
Core capabilities
Codeless script building with GenAI assistance and reusable components.
Codeless script builder
No-code authoring for SAP, Salesforce, Workday, ServiceNow, and surrounding packaged ERP flows.
SeeMore AI co-pilot
Agentic assistant for test case drafting, product queries, and authoring guidance.
Shared step libraries
Reusable steps and templates for consistent authoring across teams and business processes.
Self-healing locators and parallel execution for resilient regression.
Real-time self-healing
Locators adapt to UI changes automatically. Material on SAP Fiori and Salesforce Lightning.
Parallel execution agents
Remote agents execute in parallel on customer-controlled infrastructure for throughput.
Scheduled regression
Run regression on a schedule (nightly, weekly, release) without manual trigger.
Side-by-side result comparison
Compare results across runs to spot flaky or newly-failing scenarios.
Integration with Panaya Change Intelligence for impact-aware regression.
Change Intelligence recommendations
Panaya recommends which flows earn automation based on the change set.
Impact-driven regression
Only impacted automated flows run on change-driven regression, not the full suite every time.
Data-driven testing
Data-driven runs across multiple datasets for coverage breadth without authoring every permutation manually.
Native Panaya integration plus the CI/CD and ticketing surface customers already use.
Panaya platform integration
Native integration with Change Intelligence (scoping), Test Management (results flow back), and SeeMore (co-pilot).
Jira, ServiceNow, Azure DevOps
Defect workflow, change records, and requirements traceability.
CI/CD triggers
Trigger regression runs from Jenkins, Azure DevOps, and other pipelines.
Where it fits in the stack
Change Intelligence, Test Management and SeeMore, linked to Codeless Automation out of the box.
Certified coverage for the SAP and packaged ERP interfaces Panaya targets.
Common integrations customers wire during rollout.
Deployment and implementation
Licensing and packaging
Codeless Automation (standalone)
Core codeless authoring, self-healing, parallel execution, scheduled regression.
Best for: SAP programs already on Change Intelligence and Test Management who are adding automation.
Full Panaya platform
Change Intelligence + Test Management + Codeless Automation + SeeMore.
Best for: Enterprises consolidating SAP change, test, and automation on one platform.
Merito services
Pick the engagement that matches where you are in the lifecycle.
Authoring standards, self-healing tuning, parallel execution agent sizing, Change Intelligence wiring.
Explore servicePanaya runs wired into Jenkins, Azure DevOps, Jira, and ServiceNow.
Explore serviceRole-based Panaya Codeless Automation training for automation leads and BPTs.
Explore serviceChange-driven SAP regression on Codeless Automation, grown from first flows to scheduled runs.
Explore serviceNamed engineer, priority SLAs, and release-time coverage for your Panaya Codeless Automation rollout.
Explore servicePanaya Codeless Automation
Change Intelligence picks the flows, self-healing keeps Fiori and Lightning scripts stable, and results land back in Test Management.
Merito point of view
Merito's position: Panaya Codeless Automation's defining value is the tight coupling to Change Intelligence. Automation is recommended for impacted flows rather than generated blindly. For customers committed to the Panaya platform, that integration is what justifies the license.
Self-healing on SAP Fiori and Salesforce Lightning is real. UIs where selectors shift frequently are the places Panaya's self-healing pays back, and Merito's deployments consistently see reduced script maintenance on those surfaces.
For deep enterprise cross-system automation (SAP ECC + mainframe + complex middleware + cross-system flows), Tricentis Tosca is still the stronger choice. For broader SaaS ERP coverage spanning Salesforce, Workday, ServiceNow, and Oracle Cloud, AccelQ is often broader. Panaya Codeless Automation fits best in the middle: packaged ERP automation tightly coupled to change-driven scoping.
SeeMore co-pilot is a useful accelerator for authoring but still requires human review. Same caution applies to the GenAI test data generation: it fills realistic permutations, but the scenarios still need to reflect business-meaningful variance, not randomness alone.
What buyers usually underestimate
Active development
Fresh analysis of recent Panaya Codeless Automation releases, reviewed by Merito as they ship.
View all product release updates
Panaya Test Automation 26.10 improves run-result exports by limiting each instruction to its relevant inputs, outputs, or internal parameters. It also lets teams configure email notifications when an execution agent becomes unresponsive, so recipients can act before test runs are affected.
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Frequently Asked Questions
Consultation request
Share the SAP and packaged ERP flows you want automated, whether Change Intelligence is live, and how many regression runs need to go in parallel. A Merito Panaya specialist follows up within one business day.
Change-aware automation
Panaya recommends which flows earn automation. Merito's rollouts follow that guidance rather than automating indiscriminately.
Self-healing where it matters
Self-healing pays back on UIs where selectors shift. Merito tunes the configuration to match the customer's surface.
Next step
A Merito Panaya Codeless Automation conversation starts with which flows earn automation based on your change cadence and Panaya Change Intelligence analysis.