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VAMS ATLAS™

Scores, panels and insight packs.

Three layers that turn complex sequencing data into readable, responsible interpretation — each paired with a confidence cue.

See a Sample Report How ATLAS Works
Readable score chipsGrouped panelsThemed insight packsConfidence cues throughoutMethod-aware availabilityEducational & non-diagnostic

Layer 1 — Scores

Scores: the first readable layer

Instead of raw abundance tables, ATLAS™ summarises each microbiome signal area into a readable score — comparative, plain-language, and always paired with a confidence cue.

Readable score chips for quick scanning
Bounded, comparative interpretation for deeper reading
Always shown with a confidence cue
Links into related panels and sample-report context
Comparative signals, not isolated verdicts

Layer 2 — Panels

Panels: related scores, read together

Panels organise related signals so interpretation feels coherent rather than a long list of separate outputs.

Panels group related scores
Panels improve interpretive continuity
Panels prepare readers for downstream packs
Availability reflects your product and sequencing route

Layer 3 — Insight Packs

Insight packs: themed reading across related signals

Insight packs are optional, themed layers that combine related scores and panels into a single, easy-to-follow narrative around one question — for example, how diversity, balance and resilience read together.

Themed reading across related signals
Optional — shown only where your selection supports them
Combine related scores and panels into one narrative
Packs never change the underlying scores

How the layers relate

From scores to panels to packs

  1. 1

    Scores

    Individual, readable signals — the entry point, each with a confidence cue.

  2. 2

    Panels

    Related scores grouped into broader interpretive domains.

  3. 3

    Insight packs

    Panels and scores brought together around a single wellness question.

  4. 4

    One hierarchy

    A navigable path from fine detail to broad interpretive themes — shown only where compatible with your selection.

Worked example

How one question reads across the three layers

A resilience-themed insight pack might bring together diversity, balance and stability signals: each is a score you can scan, the related scores form a panel, and the pack reads them together as one narrative — with confidence cues showing how firmly each part can be read.

  • ✓Individual scores give the detail
  • ✓A panel groups the related signals
  • ✓The pack tells the connected story
  • ✓Confidence cues keep every layer honest

Evidence & governance

How interpretation stays responsible

Confidence indicators show relative support and explicit caveats, keeping interpretation honest rather than absolute. Internal weighting stays private; what is public is the meaning, not the computation.

Confidence cue on every output Comparative, not deterministic Published reference context for framing Internal weighting kept private Educational, non-diagnostic language Traceable structure and visible caveats

Limitations

What these layers do not do

Not a diagnosis, screening or treatment tool Do not predict disease or deterministic outcomes Stronger visibility never implies greater certainty Availability depends on ecosystem, sequencing tier and report type Not a replacement for professional advice

See scores, panels and packs in a report

The sample report shows how the three layers come together — from headline structure down to supporting context — with clear, non-diagnostic framing.

See a Sample Report How ATLAS Works