Sixfold OSSixfold OS
05 · Telemetry truth

HexaSight

HexaSight turns telemetry, research, KPI logic, and maturity evidence into actionable operational insight.

Dependency graph

How this module connects.

The truth it consumes, the evidence it emits, and where that evidence flows next — hover or focus any node to trace an edge.

Owns
Events, KPIs, maturity snapshots
Emits signal
maturity.snapshot.created
Governed collections
rawEventssessionspageViewsexperimentskpiSnapshots
  1. 01Ingest telemetry
  2. 02Compute KPI windows
  3. 03Review evidence loops
  4. 04Publish maturity snapshots
System view · Value chain

From signal to delivered outcome.

HexaSight measures every step of the chain, from UX behaviour to business result.

Reduce friction
Improve clarity
Support mental models
Minimize cognitive load
Micro-interaction readability
Reduced error surface
▼Task completion time
▼Error rate
▲Trust
▲Satisfaction
▼Perceived effort
▲Long-term retention
▼Churn rate
▲Conversion quality
▼Support tickets
▲Reputation lift
▲Cross-surface consistency
BehaviourValueDelivered
Hover a node to trace how a UX behaviour becomes a measurable value and a delivered business outcome.
Abstract

Turns raw events into KPI truth and a maturity score you can defend.

HexaSight is the system of record for evidence. It ingests events, computes KPIs over defined windows, and produces maturity snapshots — converting raw product usage into governed, comparable metrics that close the loop from behavior back to decision.

Module
05 · Telemetry truth
Domain
hexasight.sixfoldux.com
Owns
5+ governed collections
Signals
3 evidence events
The problem
Everyone has data; nobody has evidence.
Dashboards multiply while the questions that matter — is our experience improving, is design debt shrinking, are we mature enough to scale — go unanswered. HexaSight computes governed KPIs and maturity from raw signal, so evidence is defensible, not anecdotal.
Mechanism

How it works.

The operating principle, step by step — not a feature list.

  1. 01
    Ingest raw events
    Signals from every module land as immutable, timestamped raw events.
  2. 02
    Compute KPI windows
    Metrics are derived over explicit windows with a defined methodology, not ad-hoc queries.
  3. 03
    Snapshot maturity
    Maturity snapshots roll KPIs into comparable, point-in-time scores.
  4. 04
    Alert on drift
    Thresholds surface regressions as alerts, feeding governance and design decisions.
Governed data model

What it owns — and the evidence it emits.

The collections this module governs as source of truth, and the signals it streams downstream into telemetry and governance.

rawEventsImmutable, timestamped signals from across the ecosystem.
kpiSnapshotsGoverned metric computations over defined windows.
maturitySnapshotsPoint-in-time maturity scores for comparison over time.
experimentsStructured tests linking changes to measured effect.
alertsThreshold breaches that trigger review or design response.
Instrumentation · the evidence it emits
event.ingestedRaw product signal entered the evidence pipeline.
kpi.snapshot.createdA governed metric was computed and is now comparable over time.
maturity.snapshot.createdA defensible maturity score was recorded for the period.
Connections & impact

How it connects — and what measurably changes.

The module consumes upstream truth, emits downstream evidence, moves real numbers, and holds a set of invariants while it does.

Interfaces
All modules
Receives evidence signals from every part of the ecosystem.
HexaNorm
Feeds KPI and maturity evidence into governance decisions.
HexaGrid
Closes the loop — telemetry informs the next design decision.
Outcomes · what measurably changes
Metric trust
Rises — KPIs have a defined methodology, not a mystery query behind them.
Maturity visibility
Becomes longitudinal and comparable across periods and teams.
Regression latency
Drops — drift surfaces as alerts, not quarterly surprises.
Guarantees · the invariants it holds
  • Raw events are immutable and timestamped.
  • Every KPI has an explicit window and methodology.
  • Maturity is a comparable score, not a slide-deck adjective.
Resources

Keep exploring.

Framework and resources to go deeper before you commit.

Whitepaper

Framework whitepaper

A public-facing explanation of the Sixfold operating model and why design, docs, AI, insight, and governance should work as one system.

Explore resource
Playbooks

Design-to-governance playbooks

Operational patterns that connect design libraries, implementation releases, telemetry, and review gates.

Explore resource
Glossary

Glossary and terminology

A public terminology entry point that prepares for the deeper HexaQence knowledge surface.

Explore resource

Start with HexaSight.

Start here when you need to prove the system is working — to a board, a regulator, or yourself.