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Generic Chatbots
vs.
Lidana

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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

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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.

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