VPC Endpoints
Bedrock & PrivateLink
Deploy completely inside your VPC. Qualizen communicates with Amazon Bedrock via AWS PrivateLink endpoints, bypassing the public internet.
Level: Enterprise →
Your next sprint starts with better stories
Join engineering teams moving from reactive QA to intelligent, upstream quality engineering. Limited early access spots available.
Qualizen Bot
Coordinated Agent Workflow
Move a story from intake to test-ready execution
Qualizen is not one generic pipeline. It is a coordinated system of specialized agents that shape requirements, score readiness, generate coverage assets, preserve traceability, and target downstream regression work.
Teams can start from the product entry point that matches their workflow: StoryZen for design and PRD intake, ClariZen for story readiness, or FlowZen and TestZen once criteria are approved and coverage needs to move faster.
The value comes from how these products stay connected. MapZen keeps a living requirement-to-test graph, ImpactZen shows what changed and what to retest, and AutoZen carries approved outputs into execution tooling without asking teams to replace their stack.
Product Workflow View
1
StoryZen
Intake and story shaping
Screens, PRDs, and tickets become clearer story inputs before delivery starts.
2
ClariZen
Readiness scoring and ambiguity resolution
Stories are scored, gaps are surfaced, and acceptance criteria are strengthened before sprint commitment.
3
FlowZen
Scenario and coverage design
Approved criteria are converted into structured scenarios, golden paths, and risk-aware coverage flows.
4
TestZen
Structured test asset generation
Scenario output becomes export-ready manual test assets for the systems your team already uses.
5
MapZen
Living traceability graph
Requirements, criteria, scenarios, and test assets stay linked in one queryable quality map.
6
ImpactZen
Change impact and regression targeting
When requirements move, downstream coverage and regression scope are recalculated with context.
7
AutoZen
Execution handoff
Approved flows are packaged into API and automation-ready outputs without replacing your execution stack.
Shift-left, for Real
Qualizen acts as a Definition of Ready quality gate, catching defects at the story stage before they become expensive downstream issues.
Impact
Defects caught early cost significantly less than production defects. Shifting quality verification to step zero.
Improve Insights
Higher quality inputs lead to better engineering outcomes. Eliminate development waste at the story layer.
Qualizen Improves
Change Failure Rate ↓ 2.3x
Lead Time for Changes ↓ 65%
Regression Confidence ↑ 95%
Rework Reduction ↓ 40%
Standards by Construction
Every output includes traceable quality evidence aligned to relevant standards. Standards alignment is built into the day-to-day workflow.
ISTQB ISO 29119 TMMi PCI DSS 4.0 IEC 62304
Standards evidence becomes a byproduct of using the platform.
How it works
What happens to a story inside Qualizen
A raw story, ticket, or design becomes a standards-aware, traceable, test-ready artifact through one coordinated quality workflow.
Story, ticket, or design enters the workflow
Bring in a raw user story, Jira ticket, spreadsheet import, or design reference that needs refinement.
ClariZen scores readiness and surfaces ambiguity
Qualizen evaluates story quality, identifies gaps, and drives clarification before the work reaches execution.
Acceptance criteria become specific and standards-aware
Refined outputs reflect clearer behavior, edge cases, and stronger quality expectations.
FlowZen generates structured scenarios
Scenario design turns refined criteria into executable paths for quality coverage and automation handoff.
MapZen and ImpactZen keep everything connected
Traceability and impact awareness stay attached as requirements evolve, helping teams see downstream consequences earlier.
Artifact previews
Workflow outputsInput artifact
Raw requirement intake
As a payments user, I want to transfer money quickly so I can pay beneficiaries without branch visits.
Score artifact
Readiness score: 78 / 100
Ambiguities found around transfer limits, failure handling, and lockout rules. Story is close, but needs refinement before sprint commitment.
Acceptance criteria
Clear, testable conditions
Given valid account and beneficiary, when transfer is initiated, then funds are debited within the defined time threshold and the transaction is recorded with a success state.
Scenario artifact
BDD-ready scenario set
Happy path, insufficient balance, beneficiary validation, retry logic, and security lockout scenarios are prepared for downstream testing.
Traceability artifact
Connected requirement graph
Feature → story → acceptance criteria → scenarios → test assets remain linked, queryable, and impact-aware.
Why Qualizen
Built Different.
Defensibly So.
Qualizen is not another testing tool. It operates upstream, learns continuously, and creates defensible quality engineering intelligence that compounds over time.
01 Heuristic Level
Upstream Position
Before Code Is Written
Every competitor tests code at the execution layer (recording tests, self-healing elements, triggering CI/CD scripts). Qualizen improves requirements. We operate at the story, acceptance criteria, and quality design layer, shifting quality engineering upstream where defect prevention ROI is 10× higher.
10x
Defect ROI
Zero
Code Needed
Step 0
QA Alignment
02 Neo4j Database
RTM Knowledge Graph
The Switching Cost Moat
MapZen becomes the system of record for your entire quality engineering estate. As stories, ACs, scenarios, and test history accumulate, Qualizen builds a highly interconnected, reusable quality intelligence graph. Once 6 months of test assets are mapped, migration means starting from absolute zero.
"We aren't just generating scripts. We are capturing structural traceability logic that increases in value every day."
03 50k+ Curated stories
Domain Intelligence
Not Generic LLM Output
Generic AI tools produce generic outputs with high hallucination rates. Qualizen agents are pre-trained on domain-specific quality patterns:
FinTech
KYC validations, PSD2 compliance, PCI DSS controls.
OTT Streaming
DRM licenses, CDN distributions, subscription loops.
Healthcare
HL7 / FHIR data mappings, IEC 62304 standards.
04 Feedback pipeline
Per-Customer Learning
Compound Advantage
Every rejected acceptance criteria, escaped production defect, and QA review signal refines your private organization quality database (KB-3). Qualizen adapts to your specific team rules and codebase patterns over time, creating a compounding advantage.
Customer Knowledge Matrix 100% Compounded accuracy
05 Evidence audit
Standards Citations
Compliance as a Byproduct
Enterprises spend millions on audit documentation and verification loops. Qualizen automatically generates compliance-aligned evidence alongside regular daily engineering output. Output contains direct citations for TMMi, IEC 62304, PCI DSS, and ISO standards.
🛡️
PCI DSS 4.0 Compliance: Auto-generates cardholder data security test cases during FlowZen modeling.
06 Cost of Quality
CFO-Level Language
The FinOps Moat
We speak the language of QA teams, product leaders, and finance. Cost of Quality dashboards quantify metrics like defect leakage cost, release delays, rework overhead, and automation ROI to demonstrate business savings.
Rework Reduction: 40% Saved
QA Automation ROI: 3.2x Return
Standards Intelligence
Quality Standards. Enforced. Cited.
Qualizen embeds rigorous industry standards directly into your quality lifecycle, generating compliant test specifications and auditable evidence as a byproduct of your normal workflow.
ISTQB ISO 29119 IEEE 829 IEEE 29148 TMMi ISO 25010 W3C WCAG 2.2 OWASP Top 10 ASVS PCI DSS 4.0 HIPAA Security GDPR Art 32 SOC 2 Type II FDA Principles IEC 62304 ISO 13485 ISO 14971 ISO 26262 DO-178C DORA Metrics IEEE 1012 ISO/IEC 27001 COBIT 2019 NIST SP 800-53 ITIL v4 HL7 FHIR PSD2 SATA MISRA C AUTOSAR CMMI Dev v2.0
Type 1 · System Heuristics
Always Present
Core quality parameters like the INVEST criteria, 5C constraints, and ISTQB basic rules are embedded into the base prompt structures. Always active, zero-latency enforcement.
Enforcement: Hardcoded core rules
Type 2 · RAG Retrieval
Retrieved Per Query
ISO 29119-4 test design guidelines, specific OWASP verification methodologies, and TMMi processes are loaded dynamically from KB-2 at execution time based on the active user story.
Enforcement: Dynamically injected
Type 3 · Citations
In Every Output
Every recommended requirement and test case is tagged with its originating compliance source (e.g. [IEEE 29148:2018 §5.2], [OWASP 2021 — A07]), establishing verifiable audit evidence.
Enforcement: Direct code traceability
Type 4 · Domain Triggers
Conditionally Enforced
Keywords in user stories automatically activate specific regulatory layers. For example, payment logs trigger PCI DSS; healthcare terminology activates HIPAA and IEC 62304 rules.
Enforcement: Contextual triggers
Integrations
Fits into the systems your team already uses
Qualizen connects to the tools your team already runs: reading requirements and design context from your intake systems, enriching them through quality analysis, and writing test-ready assets back to your TMS and delivery pipeline.
Your existing toolchain stays the system of record. Qualizen becomes the quality layer that runs across all of them.
Integration Flow
1
Intake
Jira 
Figma 
Confluence 
Excel 2
Test management
Xray 
TestRail 
Zephyr 
qTest 
PractiTest 
AIO 3
Delivery
Playwright 
API pipelines 
CI/CD workflows Qualizen processes each integration bidirectionally: data flows in, quality assets flow out
Integration Dashboard
Figma Import
intake connector
Parsing Figma frames: auto-generating structured PRD with acceptance criteria and coverage gaps identified.
Jira Sync
bidirectional
Writing back acceptance criteria, BDD scenarios, and coverage maps: 2-way field sync with custom mappings.
Playwright Export
delivery pipeline
Committing structured test scripts directly to GitHub: auto-generated assertions, selectors, and fixtures.
Supported workflows
Requirement intake & shaping
Test asset generation
CI/CD orchestration
Enterprise trust
Deployment flexibility for enterprise environments
Qualizen is engineered for maximum security, hosting options, and governance constraints. We ensure user intellectual property remains private and fully within organizational boundaries.
✓ SOC 2 Type II Audited System Architecture
✓ Zero LLM Data Retention & Training Policies
✓ Federal & BFSI Audited Infrastructure
Provider Freedom
BYOLLM Data Boundaries
Define exactly where data is processed. Choose private Anthropic API routes, Azure OpenAI gateways, or self-hosted open-source vLLM instances.
Level: Enterprise →
Zero-Leakage Guarantee
Data Sovereignty
Keep user stories, knowledge graphs, and test execution metadata locked in your regional database clusters with zero data leakage.
Level: Enterprise →
Need custom deployment, sovereign LLM endpoints, or strict on-premise configurations?
Sign UpReady to explore
Sign up to start with your story workflow
Sign up with your stack, team, and current quality bottlenecks so Qualizen can start from the right workflow context.