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Trusted by Developers from
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Challenges with Traditional Integration Testing
Challenge
Writing Unit Test cases is often overlooked in the rush for rapid development, leading to a complex, brittle codebase that's hard to test and maintain.
Consequences
Not writing unit tests leads to more defects, higher maintenance costs. It also hampers adaptability to new requirements or technologies, reducing agility.
Zero Learning Curve
Use our plugin inside your favorite IDE to generate test cases for you OR
Use our Agentic QA to integrate into CI/CD.
Tests are written by our AI agent that is trained like the best QA Engineer.
Challenge
- Managing Complex Dependencies
- Environment Setup and Maintenance
- Ensuring tests remain reliable, scalable, and easy to maintain
- Identifying, isolating, and resolving test failures quickly
Consequences
- Increased complexity in setup and execution of tests
- Time consuming and prone to errors
- Outdated or brittle tests that impacts the testing progress
- Failures may arise from component interactions, data mismatches, or environment issues
LEARN
- Real traffic between services
- PostMan Collections & Swagger Hub
- Source Code repositary
- Product Requirements
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ANALYZE
- API schemas and dependencies
- Databases calls
- Queueing interactions
- Understands correlation and nuances in different data elements
CREATE
- Positive test cases
- Negative and Edge test cases
- Right synthetic data
- Include tests for security and chaos
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Execute
- Target QA environment - stage, UAT or QA
- CI/CD environment
- Local developer environment (shift left) using Digital Twins
BaseRock harnesses the power of AI to revolutionize your integration testing
How BaseRock AI Enhances Your Integration Testing Workflow
Business Impact
- 85% faster defect detection for feature rollouts.
- 40% lower compliance costs via automated testing.
Cost & Productivity
- 80% reduction in QA costs through automated test maintenance and execution.
- 4x faster time-to-market by replacing manual test planning with AI-driven workflows.
Reliability & Compliance
- Shift left Integration testing enables developers to catch bugs before merging code.
- Ensures comprehensive testing of all endpoints
With BaseRock Integration Testing, you get
85%
faster bug detection for feature rollouts
4x
faster time-to-market with AI driven workflows
80%
reduction in overall QA costs
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ENTERPRISE CLASSFlexibility, Security, and Transparency with Baserock
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Flexible deployment - Self hosted or on BaseRock Cloud.svg)
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Predictable pricing model
From the Industry
"BaseRock’s AI-driven testing caught bugs we’d never have found manually—our release cycles are faster, and our team spends less time firefighting"
Niraj Rai,
Founder - CEO
"With BaseRock, we no longer write or maintain test scripts. The platform generates comprehensive integration and unit tests automatically, letting us focus on building new features"
Manish Kumar
CoFounder
BaseRock AI: AI-Powered Testing, Anywhere You Code.
Seamlessly test your code across any IDE and language with the power of AI.
FAQs
1. Deployment & Architecture
1.1 Where is our code processed?
BaseRock is deployed in the client environment in their Kubernetes namespace - so it is all processed locally.
1.2 Does it support on-premise or private cloud deployment?
Yes, we support both on-premise and private cloud deployment options.
1.3 Where would the Agent be deployed, can that be deployed in azure too
The agent is deployed as part of BaseRock.ai control plane. Yes, it can be deployed on Azure or any other cloud service provider like AWS, GCP, etc.
2. Security, Privacy & Compliance
2.1 What compliance certifications does baserock.ai hold?
We are in the process of getting our SOC 2 compliance.
2.2 What data is stored and for how long?
In OTEL based approach it’s the metadata and in github based approach it’s source code (read access only) and meta data.
Every data is stored in the client environment and duration can be configured.
2.3 How can we be assured of Data privacy - ai may analyze sensitive data
The prompts are developed in a way where it only utilises the meta data just to create test cases and synthetic data.
On top of that our control plane is inside your VPC or on-premise and we can also deploy our fine tuned model in your environment or leverage AWS Bedrock or Azure OpenAI where you have agreements in place.
2.4 How is Source code leakage prevented?
Since everything is processed locally, you can setup appropriate firewall rules to control access and prevent leakage.
2.5 Is data transferred to third-party providers, and if so, is there a Data Processing Agreement (DPA)?
If third-party LLMs are enabled for test generation, data may be shared with providers like Claude (Anthropic), Sonet, and Voyage. In such cases, DPAs are in place. No data is ever used for model training.
2.6 What technical and organisational measures are taken to protect the data?
We are currently undergoing SOC 2 compliance. Measures include:
- Data encryption at rest and in transit
- Role-based access control
- Customer environment isolation
- Secure CI/CD pipelines
Comprehensive audit logging We are happy to share our internal data protection concept or SOC 2 summary upon request.
3. Functionality & Test Coverage
3.1 Is frontend test generation (e.g., React, Angular) supported?
Not right now - it’s in future roadmap.
3.2 Are UI test scripts for Selenium/playwright supported?
Not right now, this is an integration testing product. We will be releasing a new product for UI tests later this year.
3.3 Is it possible to automate user interface flows and Real-time systems or hardware interactions?
Yes, we utilize test-profiles associated with respective environments for validations.
3.4 Is it possible to automate cross environment validations?
UI flows and real-time systems or hardware cannot be automated currently, however the underlying API calls and system interactions can be automated.
3.5 Is there a chance that baserock.ai could do some manipulations to database, like re-writing
database values.
UI flows and real-time systems or hardware cannot be automated currently, however the underlying API calls and system interactions can be automated.
4. AI Model & Learning Process
4.1 How long would it take to complete the Learn phase?
If it's source code - Typically it takes less than a day once the setup is completed.
If it's Open Telemetry (OT) - we want the client to run their regression test suite once so we discover all end points and scenarios at a minimum. This can be 2-3 days.
4.2 Since Telemetry can't be used on staging, how effective would it really be?
Even without OT, the tests are of very high quality. OT does gives us more realistic synthetic data, however our system can also learn from existing test suites to create appropriate synthetic data.
4.3 How often is the AI model updated? Can it adapt without complete retraining?
We have releases every 2 weeks, but you can expect pushes to customer environments maybe once every month or two.
Yes, it can adapt without complete training. QA team can use the Playbook feature to guide the system via simple natural language.
5. Maintenance, Debugging & Integration
5.1 How are tests maintained over time as code evolves?
We store different versions of the test as we detect more code changes. The tests are automatically updated without human intervention. However, the QA team can audit and make adjustments as needed.
5.2 What CI/CD tools does baserock.ai integrate with?
We integrated with all the CI/CD tools and can accommodate any specific requests that you may have.
5.3 Are any analytics or dashboards provided?
Yes, it’s provided via our user interface.
5.4 How to debug baserock.ai failures and where are diagnosis reports sent to?
UI flows and real-time systems or hardware cannot be automated currently, however the underlying API calls and system interactions can be automated.
6.Pricing
6.1 What is the pricing for integration testing tool?
We charge based on number of services and the complexity for it. For more details please contact
BaseRock Blogs
Unlocking the power of artificial intelligence to inspect code, predict issues. and generate test code: Insights, Innovation, and Impact
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Ready to Elevate Your Integration Testing?
Experience smarter, faster, and more reliable testing with BaseRock.ai.