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
Panaya Codeless Automation is the change-aware, GenAI-assisted test automation layer on the Panaya platform. Merito sells the license and delivers the rollout.
Merito sells Panaya Codeless Automation and delivers authoring standards, self-healing configuration, parallel execution sizing, and integration with Panaya Change Intelligence so regression adapts to every change.
- Best for
- SAP QA teams consolidating automation on the Panaya platform, Packaged ERP test automation leads (SAP, Oracle, Salesforce, Workday), Business Process Testers graduating to automation
- Hosting
- SaaS
- Time to value
- First automated flows in two to four weeks. Mature change-driven regression in six to ten weeks.
- Security posture
- SOC 2 Type II, GDPR, SAML SSO
- Last reviewed
- 2026-04-23
What it is
Panaya Codeless Automation in the enterprise stack
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 estates 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.
Merito sells Panaya Codeless Automation licenses and delivers authoring standards, self-healing configuration tuning, parallel execution agent sizing, integration with Change Intelligence and Test Management, Jira and CI/CD wiring, and training.
Ideal use cases
- SAP regression automation coupled with Change Intelligence scoping
- Salesforce and packaged ERP business process automation
- SAP Fiori self-healing regression
- Change-driven nightly or release-time regression runs
- Codeless automation for teams without a deep SDET bench
What it is best at
Where Panaya Codeless Automation earns its seat
Self-healing for SAP Fiori and Salesforce Lightning
Real-time self-healing reduces script maintenance on UIs where selectors shift frequently.
GenAI authoring and test data
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.
Parallel execution and scheduling
Remote execution agents and scheduled regression keep feedback loops short on SAP programs where run windows are constrained.
Core capabilities
Panaya Codeless Automation capabilities, grouped by outcome
Codeless authoring
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 and execution
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.
Change-driven automation
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.
Integrations
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
How Panaya Codeless Automation connects to the rest of your landscape
Panaya platform (native)
NativeNative integration with the rest of the Panaya platform.
- Panaya Change IntelligenceChange-driven automation recommendations and scoping.
- Panaya Test ManagementAutomation results flow into Test Management runs. Manual cases get promoted to automation.
- Panaya SeeMore (agentic AI)AI co-pilot for test case drafting and authoring assistance.
Application coverage (certified)
CertifiedCertified coverage for the SAP and packaged ERP interfaces Panaya targets.
- SAP GUI, Fiori, S/4HANASAP automation with self-healing for Fiori UI drift.
- Salesforce (Lightning, Classic)Salesforce automation with self-healing for Lightning UI drift.
- Oracle EBS, Workday, ServiceNow, SuccessFactorsAdditional packaged ERP coverage on the Panaya platform.
CI/CD and ticketing (custom)
CustomCommon integrations customers wire during rollout.
- Jenkins, Azure DevOpsTrigger Panaya automation runs from release pipelines.
- Jira, ServiceNowDefect workflow and change record integration.
Deployment and implementation
How it rolls out
- Hosting
- SaaS (North America, EMEA, APJ)
- Implementation complexity
- Moderate
- Typical time to value
- First automated flows in two to four weeks. Mature change-driven regression in six to ten weeks.
- Prerequisites
- Panaya Change Intelligence and Test Management (recommended)
- Application scope (SAP, Salesforce, Oracle, Workday, ServiceNow) in scope
- Named automation lead owning authoring standards
- Execution agent infrastructure (customer-controlled)
- What Merito usually handles
- Merito handles authoring standards, self-healing configuration tuning, parallel execution agent sizing, Change Intelligence and Test Management wiring, Jira and CI/CD integration, and training.
Licensing and packaging
How it is bought
- Model
- Subscription
- What to expect
- Panaya Codeless Automation licenses scope by named user and parallel execution agent count. Most commonly deployed as part of the full Panaya platform (Change Intelligence + Test Management + Codeless Automation). Merito scopes the right agent count and user tier based on regression run cadence and application scope.
- Editions and modules
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.
- Common expansion areas
- Additional parallel execution agents as regression scope grows
- Expanding to multi-ERP automation (Salesforce, Workday, ServiceNow)
- SeeMore adoption as it matures
- CI/CD and scheduled regression wiring across more pipelines
Merito services
How Merito helps you win with Panaya Codeless Automation
Merito sells licenses and the delivery work around them. Pick the service that matches where you are in the lifecycle.
01
Panaya Codeless Automation Implementation
Authoring standards, self-healing tuning, parallel execution agent sizing, Change Intelligence wiring.
Explore service02SAP Testing
SAP regression automation with Panaya Codeless Automation.
Explore solution03DevOps Consulting
Panaya runs wired into Jenkins, Azure DevOps, Jira, and ServiceNow.
Explore service04Training and Enablement
Role-based Panaya Codeless Automation training for automation leads and BPTs.
Explore service05Staff Augmentation
Merito-placed engineers experienced with Panaya automation.
Explore service06CRAFT Enablement
Test automation maturity program that includes Panaya Codeless Automation deployments.
Explore service07Premium Support
Named engineer, priority SLAs, and release-time coverage for your Panaya Codeless Automation rollout.
Explore servicePanaya Codeless Automation
Change-aware codeless automation for SAP and packaged ERPs.
Merito sells Panaya Codeless Automation licenses and delivers authoring standards, self-healing tuning, and integration with Change Intelligence and Test Management.
Merito point of view
Panaya Codeless Automation earns its seat on full-Panaya deployments. On deep cross-system enterprise scope, Tosca is stronger; on SaaS-ERP breadth, AccelQ is broader.
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
- Over-automating low-value flows because Panaya makes automation easy.
- Deploying Codeless Automation without Change Intelligence and missing the integration value.
- Expecting self-healing to cover bad testability rather than UI drift.
- Under-sizing parallel execution agents and bottlenecking regression cycles.
- Treating GenAI test data as a substitute for scenario-level test design.
Related from Merito
Continue exploring Panaya Codeless Automation on Merito
Related solutions
Related services
Related products
- Panaya Change IntelligenceScoping layer that drives automation recommendations and regression scope.
- Panaya Test ManagementTest case and execution layer. Automation results flow here.
- Tricentis ToscaAlternative for deep cross-system enterprise automation beyond packaged ERPs.
- AccelQAlternative codeless-first automation for SaaS-ERP-dominant estates.
Frequently Asked Questions
Panaya Codeless Automation FAQs
Consultation request
Talk to Merito about Panaya Codeless Automation
Share your SAP and packaged ERP scope, release cadence, and current automation posture. A Merito Panaya specialist follows up within one business day.
Change-aware automation
Automate the flows Change Intelligence identifies
Panaya recommends which flows earn automation. Merito's rollouts follow that guidance rather than automating indiscriminately.
Self-healing where it matters
Fiori and Salesforce Lightning UI drift
Self-healing pays back on UIs where selectors shift. Merito tunes the configuration to match the customer's surface.
Next step
Automate the flows that matter, not all the flows.
A Merito Panaya Codeless Automation conversation starts with which flows earn automation based on your change cadence and Panaya Change Intelligence analysis.