CQCS™ · The G.R.A.D.E. Model · Interactive Demonstrator

Quality activity is what you do.
Confidence is what you can defend.

The CalyTeQ Quality Confidence System converts software quality activity into a single, defensible release-readiness grade. Score the five pillars below to see how the framework grades a release, what decision it recommends, and where the organisation sits on the maturity ladder.

5Confidence Pillars
5Maturity Levels
7Confidence Grades
3Release Decisions
CQCS FRAMEWORK G R A D E
Live Demonstrator

Score the five pillars.
Watch the grade respond.

This is the actual logic that drives a CalyTeQ Executive Release Assurance engagement. Adjust the sliders to see how each pillar contributes to the weighted composite, the Confidence Grade, and the recommended release decision.

SESSION CQCS-DEMO

G.R.A.D.E. Pillars

BFSI SCENARIOS
G
Governance Discipline
WEIGHT 25%
3.0
MEASURED
Decision rights · evidence trails · approval pathways · regulatory alignment
1 REACTIVE2 DEFINED3 MEASURED4 CONFIDENT5 ASSURED
R
Resilience Assurance
WEIGHT 25%
3.0
MEASURED
Production load · failure modes · recovery pathways · operational resilience
12345
A
Automation Integrity
WEIGHT 15%
3.0
MEASURED
Coverage validity · flakiness · false confidence · sustainability
12345
D
Delivery Risk
WEIGHT 20%
3.0
MEASURED
Change velocity · defect escape rate · code quality · testing maturity
12345
E
Exposure (Residual)
WEIGHT 15%
3.0
MEASURED
Known and unknown risk · mitigation plans · tolerance alignment · Board visibility
12345

Pillar Profile

A
INVESTMENT GRADE
RELEASE DECISION
GO
Acceptable release confidence across all pillars. Standard monitoring sufficient.
WEIGHTED COMPOSITE
3.00/ 5.0
WEAKEST PILLAR
3.0all

Auto-Generated Findings

    Maturity Ladder

    Where this score places
    the organisation

    Two organisations can score identically on a single release while occupying very different positions on the maturity ladder. The framework distinguishes between disciplined practice and heroic effort.

    5
    ASSURED
    Quality is a strategic asset. Board-visible. Drives capital and regulatory decisions.
    CURRENT POSITION
    YOU ARE HERE
    4
    CONFIDENT
    Quality activity is tied to release decisions. Evidence trails complete. Risk understood at the right level.
    CURRENT POSITION
    YOU ARE HERE
    3
    MEASURED
    Quality is tracked and reported. Metrics exist but rarely drive executive action.
    CURRENT POSITION
    YOU ARE HERE
    2
    DEFINED
    Quality has processes and standards. Disconnected from outcomes. Testing is procedural.
    CURRENT POSITION
    YOU ARE HERE
    1
    REACTIVE
    Quality is a department. Testing is an activity. Decisions made on instinct, not evidence.
    CURRENT POSITION
    YOU ARE HERE
    The G.R.A.D.E. Model

    Five pillars.
    Five dimensions of release confidence.

    Each pillar was identified through pattern analysis of quality failures across BFSI engagements. Together, the smallest complete set across which release confidence can be assessed.

    G

    Governance Discipline

    25% WEIGHT

    The most common root cause of release failures. Decision rights, evidence trails, approval pathways, regulatory alignment, risk communication.

    • Decision Rights Clarity
    • Evidence Trails
    • Approval Pathways
    • Regulatory Alignment
    • Risk Communication
    R

    Resilience Assurance

    25% WEIGHT

    Software passes tests under convenient conditions. Software fails in production under real ones. Closes the gap.

    • Production Load Validation
    • Failure Mode Analysis
    • Recovery Pathways
    • Dependency Mapping
    • Operational Resilience
    A

    Automation Integrity

    15% WEIGHT

    Test automation that runs is not the same as automation that tells the truth. Integrity is whether the signal can be trusted as evidence.

    • Coverage Validity
    • Flakiness Index
    • False Confidence Detection
    • Maintenance Sustainability
    • Pipeline Effectiveness
    D

    Delivery Risk

    20% WEIGHT

    Quality is a property of the work flowing through the system. Velocity and quality are correlated through engineering discipline, not opposed.

    • Change Velocity vs Quality
    • Defect Escape Rate
    • Code Quality Indicators
    • Testing Maturity
    • Release Cadence Sustainability
    E

    Exposure (Residual)

    15% WEIGHT

    Risk that has not been formally accepted is regulatory exposure. Unmanaged residual exposure is where avoidable production crises live.

    • Known Risk Acceptance
    • Unknown Risk Estimation
    • Mitigation Plans
    • Risk Tolerance Alignment
    • Communication to Board
    From Demonstrator to Decision

    Your system won't score itself accurately in a demo. That's the point.

    This tool shows the framework logic. A real ERA engagement examines your actual evidence — governance trails, test records, resilience validation data, defect history, risk register entries. That's where the grade means something defensible.

    If the grade you just produced gave you pause, book a call. Anthony will ask two questions: what release are you carrying, and where do you feel least confident? From there, we'll tell you whether ERA is the right instrument and what it would produce. No pitch deck. No proposal before the conversation.

    ERA engagements run 5 to 10 working days. Output: a single Confidence Grade, a written report structured for Board and regulatory review, and an evidence pack ready for internal audit.