Identity A Declared
What the garment says it is.
- Care label
- Supplier declaration
- Certificate
- Product page
Necessary context. Not physical verification.
Material intelligence infrastructure
A garment has two identities: what it says and what it is.
Weft verifies the second. A handheld reader measures fibre composition from the cloth itself, then turns that reading into a traceable evidence record that brands, laboratories, researchers and consumer platforms can actually use.
Physical measurement
Visible uncertainty
Portable provenance
Material record · WF-4412
0.8s
Declared100% cotton
Cotton
62%±2
Polyester
36%±2
Elastane
2%±1
Mismatch
Physical reading conflicts with the declaration. Evidence packet created; laboratory confirmation can be attached without losing the chain of custody.
From cloth, not paperwork
The physical product becomes a first-class source of evidence.
Uncertainty stays attached
Every percentage keeps its confidence instead of becoming a false certainty.
Independent methods stay independent
We provide evidence, not pressure to change a score, rating or conclusion.
One record, many decisions
The same verified material record can travel from factory floor to consumer interface.
The missing layer
Information about clothing is everywhere. Evidence about the clothing in front of you is not.
Care labels, certificates, supplier files, scientific literature and brand disclosures all matter. But they describe a claim, a category or a prior test. Weft adds the missing object-level question: what is this material, here, now?
That distinction changes what downstream systems can responsibly say. A consumer health product can explain evidence. A compliance team can defend it. A researcher can reproduce it. A recycler can act on it.
Identity B Measured
What the material physically returns.
- Composition estimate
- Confidence range
- Operator and time
- Sample location
A new evidence source that can agree, disagree or abstain.
Material intelligence stack
Weft does not replace the systems around clothing. It makes them more truthful.
The platform sits between physical material and every decision that depends on its identity. It is a measurement layer, an evidence graph and an interface for selective confirmation.
Physical world
Garment · roll · swatch · fibre blend
The object that actually exists.
Weft reader
Measurement + uncertainty
Non-destructive screening at the point of decision.
Evidence graph
Claim ↔ reading ↔ lab ↔ provenance
Every source remains visible and independently interpretable.
Material passport
A result that can survive the handoff.
The important product is not a percentage on a screen. It is a portable record that preserves what was declared, what was measured, what remains unknown and what a laboratory later confirmed.
Download example JSONWF-2026-004412Evidence status · open
Declared composition
100% cotton
- Source
- Supplier submission
- Received
- 2026-07-12
- Document
- COA-4412.pdf
- Confidence
- Claim only
Measured composition
62% cotton · 36% polyester · 2% elastane
- Method
- Weft Reader W1
- Confidence
- ±2 / ±2 / ±1
- Location
- Body panel
- Outcome
- Mismatch
Confirmation state
Queued for accredited analysis
- Reason
- Declaration conflict
- Priority
- High
- Chain of custody
- Preserved
- Result
- Pending
Downstream-safe summary
The garment appears to contain a synthetic blend not shown on the supplied declaration.
- Can state
- Measured composition conflict
- Cannot state
- Chemical exposure or diagnosis
- Next evidence
- Laboratory confirmation
- Provenance
- Available by API
For consumer health and transparency platforms
The best explanation layer still needs a trustworthy evidence layer beneath it.
Weft is designed to complement teams that help people understand clothing, skin, health and environmental impact. We do not ask those teams to surrender editorial independence or change how they score products.
We add a new, traceable input: physical composition evidence from a specific garment or controlled product set, with enough provenance for an independent methodology to decide what it means.
Translate complexity into a decision people can understand.
- Literature and health context
- Certification and brand evidence
- Consumer-facing language
- Independent methodology
Verify the material object behind the explanation.
- Physical composition readings
- Object-level provenance
- Selective lab escalation
- Structured evidence API
Together, the interface can move from “this fibre is generally associated with…” to “this garment was measured, here is what the evidence supports, and here is what remains unknown.”
See how a joint pilot works
From floor to interface
A measurement is useful only when the next person can understand where it came from.
Weft carries the context forward: which panel was read, who took the measurement, what the declaration said, how certain the result was and whether a laboratory later confirmed it.
- 01Instrument recordDevice, calibration, operator, timestamp.
- 02Material contextStyle, panel, construction, supplier claim.
- 03Decision historyMismatch, hold, confirmation, resolution.
Industry ecosystem
Built to connect measurement, confirmation and enterprise workflow.
The architecture is designed for structured handoff into laboratory, product-lifecycle and enterprise systems rather than another isolated dashboard.
A useful first conversation
Bring the question your current evidence cannot answer.
A specific garment. A consumer claim. A category where declarations feel too soft. We will define the smallest pilot that can produce a real answer.