Scattered information
Spreadsheets, field notebooks, isolated systems and loose photos. Each source tells part of the animal's story — none tells the whole story.
Identity · Diligence · Collateral · Measured regeneration
From the verified herd to an asset the market can trust.
Biometric identity, traceable evidence and environmental diligence, animal by animal: Muzzle organizes the origination of cattle-backed CPRs and regenerative livestock assets — ready for the regulated channels that register and distribute them.
Digitally generated concept video — identity begins at the muzzle.
Every animal.
Verified.
Each bovine muzzle carries a unique pattern — the biological signature that Muzzle turns into an auditable digital identity.
SCAN 2026-07-29 · LOT 014 · MZB-BR-000481
Protected identity
Verified animal
Field verification
Verified animal
Auditable record
Verified animal
The problem
Herd identity lives fragmented
An animal may have an RFID tag, a health history, operational records and, in the future, monitoring devices. In practice, this information rarely lives in the same place.
Identity hard to reconcile
Swapped ear tags, divergent readings and unrecorded movements make it hard to answer with confidence: is this really the right animal?
Weak evidence makes credit expensive
When the creditor cannot verify the collateral — origin, date, audit trail and the very existence of the animal — they price in the doubt. Fragile evidence becomes higher interest or denied credit.
How it works
From the field to the auditable record
Each step strengthens the animal's identity with a new layer of evidence — from the ear-tag reading to a herd ready to back financial operations.
RFID and field collection
The team records RFID readings and day-to-day events in OPJ_app, built for limited connectivity.
Canonical record
Each animal receives a canonical identifier that unifies tags, readings and histories — even when identifiers change.
Biometric verification when needed
At moments that require confirmation, the Muzzle API compares the unique muzzle pattern and adds biometric evidence to the record.
Evidence timeline
Events, documents and verifications accumulate in a timeline with origin, date and owner.
Origination dossier
On this foundation the origination dossier is assembled: guarantee lot, versioned documentation and audit trail — the package that supports the producer's CPR issuance and registration through the competent channels.
Ecosystem
Three independent components, one ecosystem
Each component plays a specific role and integrates with the others through secure contracts — none depends on another to operate in its own domain.
OPJ_app
Daily operation and RFID
Field app for daily animal management: RFID reading, data collection and offline operation with later synchronization.
Muzzle API
On-demand biometric verification
A separate muzzle biometrics service, queried when needed to support identification or identity confirmation of the animal.
Central Platform
Records, evidence, audit and monitoring
The manager's and the client's environment: canonical animal records, consolidation of events and evidence, monitoring and future controlled collateralization and CPR processes.
Independent components, integrated by secure contracts: each evolves at its own pace without compromising the others.
Benefits
Value for every role in the operation
Manager
Consolidated view of the herd
Identity, events and evidence for every animal in one place, with an organized history.
Field team
Simple flow, even offline
Fast recording in the corral and on pasture, built for limited connectivity.
Bank, fund or family office
Quality paper for the portfolio
Standardized origination dossiers, monitored collateral and verifiable environmental evidence — a defensible basis for credit analysis and green mandates.
Operation
Discrepancies under control
Event history and structured handling of identity and record conflicts.
Trust and governance
Trust built layer by layer
The platform treats identity as accumulated evidence — never as a single reading or a single algorithm.
Unique pattern per animalCanonical identifier
Each animal has a unique, stable identifier, independent of tag or device changes.
Identifier history
RFID and other identifiers are recorded with their period of use — nothing is overwritten.
Evidence with origin and date
Every piece of evidence keeps who recorded it, when, and from which source.
Human review for conflicts
Identity discrepancies are routed to human analysis, with the decision recorded.
Audit trail
Relevant actions generate immutable audit records.
Access controls
Each profile sees and does only what its role allows, with isolation per client and farm.
Muzzle biometrics is an additional piece of identity evidence — a decision aid. It does not replace the other records nor does it, on its own, constitute automatic legal proof.
Origination · CPR · Collateral
Asset origination: CPR, verifiable collateral and digital representation
The herd is a real economic asset. When every animal has a verified identity, an auditable history and continuous monitoring, it can support credit operations as credible collateral. Producers have already issued physical CPRs and financial CPRs (CPR-F) backed by cattle, with specialized legal structuring and registration through the competent channels; Muzzle organizes the identity, the evidence and the dossier of these operations. Full automation inside the platform — from registration to third-party position tokenization — remains under validation.
How a cattle-backed CPR works
From the verified animal to the settlement of the note: the same flow supports physical CPR (delivery) and financial CPR (cash settlement).
Verified herd
Animals identified by RFID and biometrics, with independent inspection and dated evidence.
Collateral lot
Selection of eligible animals and composition of the guarantee, with monitored values.
Structuring
Operation terms, appraisal and documentation prepared with legal support.
Issuance and signature
The producer issues the CPR and the parties sign using the required method.
Registration
The note is registered with the competent registrar — a condition for the applicable effects.
Collateral monitoring
Coverage, substitutions, alerts and an audit trail throughout the entire term.
Physical CPR
Settlement by delivery of the cattle according to the agreed specification, weight, deadline and location, with inspection and acceptance.
Financial CPR (CPR-F)
Cash settlement, with direct payment between the parties through banking channels and proof of discharge.
Settlement completed: registration discharged and collateral released.
CPR structuring
A controlled flow to compose guarantee lots, gather documentation and support the producer's issuance and the CPR's registration through the competent channels — with the applicable approvals and validations at each step.
Third-party tokenization
If the parties so decide, the registered CPR can be tokenized by an appointed third party and integrated with partner marketplaces and wallets. Muzzle does not issue tokens nor custody keys; the token does not replace the legal registry nor transfer ownership by itself.
Collateral monitoring
Coverage, inclusion, substitution and release of animals with explicit controls, alerts and an audit trail — the creditor follows the collateral throughout the entire operation.
Institutional integrations
Architecture prepared for connection with financial institutions, registrars and custodians, according to agreements, homologations and the applicable legal regime.
Availability subject to operational and legal validation and to the applicable integrations.
Measured regeneration
Regenerative is a measured result — not an adjective.
The market is full of self-declared “regenerative”. For Muzzle, an asset only carries that attribute when there is a locked baseline, an approved methodology, results measured at animal and lot level and independent verification — with the evidence attached to the asset itself.
Maasai bomas to regenerate the soil
In Kenya, Maasai communities gather the herd at night inside mobile corrals — the bomas. The planned impact of dung, urine and hoofprints turns degraded soil into fertile patches of pasture. Muzzle proposes this ancestral practice, with planned placement and georeferenced records of each boma, as a candidate soil-regeneration methodology — measurable spot by spot, animal by animal.
Genetic improvement with avoided emissions
Genetic improvement projects in Kenyan communities point to the second path: more productive animals shorten cycles and reduce emissions per unit produced. When that gain is causally linked to animal-level measurement, avoided carbon emissions become demonstrable — a possible certification model Muzzle follows as a reference.
Locked baseline
The starting point of the soil and the herd is recorded and frozen before any claim.
Approved methodology
Planned bomas, management and protocols defined and versioned — no vague practices.
Measured per animal and lot
Productivity, regenerated area and environmental indicators measured at the unit, not in the average of the narrative.
Independent verification
Third parties verify the result; the evidence is attached to the asset with hash and date.
When environmental performance is measured, it can become a clause: green CPRs and structures with verifiable environmental covenants, where conditions follow the proven result.
Green eligibility depends on a locked baseline, approved methodology and independent verification — structures under operational and legal validation.
Visual demo
How the platform presents itself
Conceptual illustrations of the product. All displayed data is fictitious and merely illustrative.
OPJ_appOffline · queue 3
RFID tag read
BR 076 •••• 4821
Linked to BOV-0042
- Event
- Routine weighing
- Location
- Corral 2
- Sync
- Pending
- Canonical identifier
- MZ-BOV-0042
- Breed
- Boran
- Sex
- Male
- Birth
- Estimated — Mar/2024
- Current RFID
- •••• 4821
- Visual tag
- A-042
- Identity
- High confidence · reviewed
- Evidence
- 12 records with origin and date
Capture
Reference
- Similarity
- High
- Automatic decision
- Not applied
- Human review
- Confirmed by reviewer
- Record
- Saved to the audit trail
The biometric result supports the decision — it does not replace it.
Initial registration with RFID
Field team · OPJ_app · origin and date recorded
Photos and biometric enrollment
Field team · OPJ_app · origin and date recorded
Supporting biometric verification
Muzzle API · reviewed · origin and date recorded
Lot change recorded
Manager · Central Platform · origin and date recorded
Inventory check
Internal audit · origin and date recorded
- Lot
- LOTE-014
- Animals
- 32 (illustrative)
- Verifications
- Up to date
- Discrepancies
- 1 under review
- Movements
- Approval-controlled
Every animal, visible over time
Identity, movements and herd events continuously tracked — every record with origin, date and owner.
Digitally generated concept image — illustrative markers.
Use cases
Use cases
Herd inventory and reconciliation
Periodic herd checks with RFID reading and structured resolution of discrepancies.
Identity confirmation at relevant events
Supporting biometric verification at sales, transfers, shipments and audits.
Transfers and lot changes
Movements recorded with date, origin, destination and owner.
History audit
Complete animal timeline for internal and external inspections.
Collateral and guarantee lot composition
Controlled formation of lots for CPRs and guarantees, with organized evidence — subject to the applicable validations.
Environmental covenant monitoring
Tracking of baseline, practices and measured indicators for green structures — with attached evidence and independent verification.
FAQ
Frequently asked questions
Does biometrics replace RFID?
No. RFID remains the day-to-day operational identifier. Muzzle biometrics comes in as additional evidence when identity needs to be confirmed — the two complement each other.
Does the app work with limited connectivity?
Yes. OPJ_app was designed for the reality of the field: records are made locally and synchronized when a connection is available.
Does biometric recognition decide on its own?
No. The biometric result is a decision aid. Discrepancies and sensitive cases are routed to human review, and the decision is recorded in the audit trail.
Does the platform already issue CPRs?
The CPR is issued by the producer, with specialized legal structuring and registration through the competent channels. Operations with physical CPRs and financial CPRs (CPR-F) backed by cattle have already been structured and issued this way. Muzzle organizes the identity, the evidence and the origination dossier of these operations; full automation inside the platform — issuance, registration and third-party position tokenization — remains under operational and legal validation.
Does Muzzle sell or distribute the assets?
No. Muzzle originates and monitors: identity, diligence, documentation and collateral tracking. Issuance belongs to the producer; registration, distribution and eventual tokenization happen through the competent channels and, when the parties so decide, through an appointed third party. Muzzle is not an issuer, custodian or broker.
What does Muzzle call regenerative livestock?
A measured result, not an adjective: locked baseline, approved methodology — such as the planned, Maasai-inspired bomas —, measurement at animal and lot level and independent verification, with the evidence attached to the asset.
Can other devices be integrated in the future?
The architecture was prepared to evolve and accept new identification and monitoring devices, subject to the evaluation and validation of each integration.
How do I request a pilot?
Use the contact form at the end of the page to tell us about your operation and your interest. We will get back to understand the context and evaluate a pilot.
From pasture to verifiable collateral.
Biometric identity, auditable evidence and continuous monitoring — the foundation for safer credit operations.
Request a demoDigitally generated concept image.
Contact
Let's talk about your operation
Tell us a little about your herd and your interest — demo, pilot or partnership. We will get back to you shortly.
