Financial Institution
100+
workflows automated
3
legacy systems
Software Engineering · SikuliX Automation Services
Visual SikuliX automation for any interface.
SikuliX automation services for expert visual GUI testing — image-based GUI testing for desktop applications, legacy systems, and cross-platform visual automation. Test any interface that can be seen on screen.
SikuliX scripting & automation
Desktop app testing
Legacy system automation
Cross-platform GUI testing
Image template management
CI/CD desktop testing
Any UI
Technology-agnostic
Test any application visible on screen — desktop, web, legacy.
Image
Visual recognition
OpenCV-powered image matching for pixel-accurate automation.
Legacy
Legacy system testing
Automate applications without accessible DOM or APIs.
Cross-OS
Windows, Mac, Linux
Same scripts across all major operating systems.
Why MetaDesign
Hire SikuliX developers for visual GUI testing.
Image recognition, legacy systems, desktop apps — visual testing done right.
Teams shipping with MetaDesign
Selected work
Case studies.
Manufacturing
Cross-platform
Result
Visual
validation
SEE.
MATCH.
CLICK.
VALIDATE.
Desktop App Testing
Desktop application testing to automate Windows, macOS, and Linux apps using visual recognition.
Legacy Systems
Desktop application testing for mainframe terminals, thick clients, and apps without DOM access.
RPA Workflows
Automate repetitive desktop workflows — data entry, form filling, and screen navigation.
Visual Validation
Verify UI elements, icons, and visual states through image comparison.
Our Approach
SikuliX Automation Services: Our Proven Process
01
Analyse
Identify visual elements, capture reference images, define test flows.
02
Script
SikuliX Jython/JRuby scripts with robust image matching patterns.
03
Stabilise
Tolerance tuning, region targeting, and wait strategies for reliability.
04
Integrate
CI/CD pipeline with headless execution and screenshot reporting.
05
Maintain
Image template updates and script maintenance as UI evolves.
01
Analyse
Identify visual elements, capture reference images, define test flows.
02
Script
SikuliX Jython/JRuby scripts with robust image matching patterns.
03
Stabilise
Tolerance tuning, region targeting, and wait strategies for reliability.
04
Integrate
CI/CD pipeline with headless execution and screenshot reporting.
05
Maintain
Image template updates and script maintenance as UI evolves.
Customer Value
Six places it pays back
in the first sprint.
Real outcomes our clients report within the first engagement cycle.
Faster time-to-market
Production-ready teams that ship from week one — no ramp-up lag.
Reduced technical risk
Architecture reviews, code audits, and security scans baked into every sprint.
Measurable velocity
Cycle time, PR throughput, and defect density tracked from day one.
Cost predictability
Fixed-price or capped T&M — no surprise invoices, ever.
Continuous improvement
Retros, post-mortems, and process refinement every sprint.
Knowledge transfer
Your team grows. Documentation, pair programming, and workshops included.
By the numbers
400+
Engineers worldwide
200+
Active clients
20yr
Pure-play software
94%
Client retention
Engagement models
Three ways to work with our SikuliX Automation team.
Pick the shape that matches your risk and timeline. We will tell you which one is wrong for your situation — even if it’s the bigger one.
SikuliX Automation Pod
A dedicated squad of senior engineers, tech leads, and QA delivering milestone-driven results with weekly demos and eval-gated merges.
- Dedicated engineering squad
- Weekly sprint demos
- Fixed monthly cadence
- Direct technical lead communication
Hire SikuliX Automation Engineers
Senior specialized engineers embedded into your existing team within two weeks. Your stack, your tools, your standups.
- 2-week onboarding ramp
- Time-zone aligned collaboration
- Direct Git & Jira integration
- Flexible monthly contracts
Turnkey / MVP Build
Go from requirements to production-ready launch in 6–10 weeks with fixed scope, upfront pricing, and guaranteed delivery.
- Fixed-price & fixed-scope
- End-to-end architecture & build
- Complete source code ownership
- Post-launch warranty & support
FAQ
Asked first, every time.
Don't see yours here? Send us the question — a principal engineer will reply within 24 hours.
SikuliX is for desktop applications, legacy systems, and any UI without DOM access. Selenium is for web apps with HTML DOM. SikuliX tests what Selenium cannot.
Yes, with proper setup — consistent screen resolution, tolerance tuning, and region-based matching. We configure headless VMs for reliable CI/CD execution.
Yes. SikuliX integrates Tesseract OCR for text recognition — read, verify, and interact with text-based UI elements.
Yes. SikuliX is cross-platform — the same scripts run on Windows, macOS, and Linux without modification.
SikuliX bypasses the DOM entirely. It uses OpenCV-powered image recognition to scan the screen pixel-by-pixel, identifying buttons, icons, or input fields visually, allowing us to automate complex Flash, Canvas, or Citrix applications seamlessly.
Yes. When standard automation tools fail because legacy UI elements aren't identifiable via code, we use SikuliX to visually click through complex SAP workflows or legacy Oracle Forms just as a human operator would.
Image-based testing is notoriously brittle. We mitigate this by lowering the similarity threshold (`pattern.similar(0.7)`), avoiding full-screen coordinates, and anchoring interactions relative to stable, unchanging visual landmarks on the screen.
SikuliX requires an active GUI to capture pixels. In headless Linux CI/CD environments, we utilize Xvfb (X virtual framebuffer) to simulate a physical display, allowing SikuliX to execute image recognition testing flawlessly on servers.
Absolutely. Because SikuliX only relies on what is visually rendered on the screen, it is the premier tool for automating tasks inside Citrix XenApp or RDP windows where the underlying application code is completely inaccessible.
We architect hybrid frameworks using Java. We use Selenium WebDriver to handle standard HTML DOM navigation and form filling, and instantly switch to SikuliX API calls to interact specifically with the embedded Canvas or Flash objects.
Hire SikuliX developers for visual GUI automation.
Tell us about your project. We'll come back with a plan, a timeline, and the right team — no obligations.