Generic Chatbots
vs.
Lidana








The QA Risks of Using Chatbots for Test Case Generation
Stateless by Design
Chatbots forget rules, test history, and project context.
Prompt-Heavy Workflows
Reliable test cases demand constant hand-holding.
Fragmented Outputs
No built-in version control or single source of truth.
Spreadsheet Risk
Test cases spread across emails, Word docs, and Excel, leading to errors, version drift, and blind spots.
Enterprise Blind Spots
QA results are scattered across tools and files, vulnerable to inconsistency and oversight.
Lidana Redefines QA
Generic chatbots were built to converse, not to assure quality. They draft test snippets but lack memory, structure, and version control; teams are forced to re-explain context and consequently overspend time and effort. Lidana shifts the balance: with AI-powered test generation and centralized workflows, it brings discipline to QA.









Lidana: AI-Powered Test Case Generation and QA Orchestration
Purpose-Built for QA
Instantly generate detailed, high-coverage test cases from specs, Figma designs, and Jira tickets.
End-To-End Workflow
Plan, execute, and track QA inside one secure workspace.
Knowledge Retention
Institutional context is captured once and reused across sessions.
Single Source of Truth
Every test case, edit, and execution log is stored in one secure workspace with built-in version control — eliminating copy-paste errors, spreadsheet drift, and blind spots.
Team-Ready QA
Single-person bottlenecks are eliminated. Any tester can pick up where another left off, with no dependency on “prompt gurus.”
Generic Chatbots
Lidana
Dimension
Stateless; must re-explain every session.
Context ingested once; reused across sessions.
Knowledge Retention
Draft-only, vague, reliant on repeated prompts.
High-coverage, detail-rich, artifact-driven.
Test Case Generation
Stops at suggestion level; orchestration left to users.
Plan → Execute → Track inside one platform.
QA Workflow
Spreadsheets prone to errors and version drift.
Secure, built-in test repository with edit logs.
Version Control
Key-person dependency, fragile workflows.
Shared institutional knowledge; fast onboarding.
Collaboration
Manual copy-paste, higher data security risks.
Native Jira & Figma integration, secure data handling.
Integrations
Chatbots Suggest Prompts. Lidana Delivers QA.
Lidana is engineered to be a specialist platform that ingests your specs, retains institutional knowledge, and orchestrates QA from start to finish.