Series A · Backed by Tier-1 VCs

Protect the 40%.

The Operating System for Battery Longevity.

La batería es el activo más caro de tu flota eléctrica. Sin gestión inteligente, se deprecia un 25% más rápido. DAUER detiene la degradación mediante IA prescriptiva.

Ver caso de negocio

$1.3T

cumulative EV battery investment 2024—2035 ^[BNEF]

230M

EVs on road by 2030 (IEA STEPS) ^[IEA]

$42B

battery aftermarket TAM by 2030 ^[WoodMac]

$400

USD avoidable / EV / year ^[NREL]

Live Forecast Preview

SoH · 5-Year Projection

MARKET OPPORTUNITY · CITED · 2024—2035

The largest infrastructure transition
in industrial history needs science-grade battery accounting.

TAM · GLOBAL

[WoodMac, BNEF]

$42 B

EV battery aftermarket by 2030

Composed of: replacement packs ($28B), refurbishment + second-life ($9B), health certification + analytics ($5B). Compound growth 2024—2030: 24% CAGR.

Cumulative pack deployment 2024—2035 $1.3 T

SAM · LATAM COMMERCIAL

[IEA + BNEF]

$1.8 B

Latin-America fleet battery management by 2028

Mexico, Brazil, Colombia, Chile commercial EVs (last-mile, taxi, public transit). Region grows 30% CAGR vs. 22% global, driven by Mexico's nearshoring + Brazil's TaaS adoption.

LATAM commercial EV stock 2028 ≈ 1.4M units

SOM · BETA · YEAR 1

[bottom-up]

$24 M

Top-50 LATAM fleets · realistic ARR ceiling

50 fleets × 1,200 EV avg × $400 USD/EV/year value capture, gated by CFE/SENER + Mexican fleet operator adoption pipeline. Calibrated against existing telematics-OS penetration curves (Geotab, Samsara).

Pilot fleet target Q4 2026 10 fleets · 12K EVs

WHY NOW · NUMBERS

Five inflection points converge in 24 months

Sources: BloombergNEF, IEA, NREL, Wood Mackenzie, Geotab.

PACK COST

$115/kWh

2024 median ^[BNEF]

EV STOCK

230 M

by 2030 ^[IEA]

COMM. CAGR

30 %

commercial fleets ^[IEA]

DEGRADATION

2.5 %/yr

fleet baseline ^[Geotab]

AVOIDABLE

$400/EV

/year median ^[NREL]

FINANCIAL PAIN-POINTS

El costo invisible de
no gestionar el activo

01 · ACTIVO CRÍTICO

40%

El Activo Crítico

La batería representa el 40% del valor total del EV. Cada punto de SoH perdido se traduce directamente en valor de reventa evaporado del balance.

Costo promedio reemplazo $5,800 – $7,500 USD ^{[BNEF '24]}

02 · DEPRECIACIÓN INVISIBLE

El calor mata el litio en silencio

El calor de regiones industriales y la carga rápida sin control destruyen la celda en tiempo récord. La degradación no aparece en el dashboard del operador hasta que ya es irreversible.

+10°C

2×

tasa de degradación

2C+ FAST

3.5×

estrés de carga

SoC ALTO

+45%

aging calendario

03 · LIFETIME EXTENSION · LITERATURE-CITED

The science says 15—30% extension is achievable.

Three intervention vectors with peer-reviewed efficacy ranges. DAUER's prescriptive layer composes them per-vehicle based on telemetry. The per-vector numbers below are literature-published ranges, not internal estimates — DAUER's contribution is the composition policy, the audit chain, and the per-fleet calibration.

Smart-charging orchestration

Lower effective C-rate via grid-aware scheduling

+5—9%

Thermal pre-conditioning

Keeps cell in 20—28 °C window (Q10 ≈ 2 mitigation)

+8—14%

SoC window optimization

Avoids high-SoC dwell + deep DoD (Ecker 2014, Keil 2016)

+3—7%

ⓘ Ranges reflect cell-level studies. Fleet-level calibration requires held-out telemetry — joint research with universities welcome (see Collaborations below).

04 · IMPACTO PROYECTADO

Ahorro avoidable per-vehicle (NREL median)

$400

USD / EV / year

P10—P90 range: $180 – $850 ^{[NREL '22-'24]}

Fleet of 1,000 EVs (median) ≈ $400K USD/year

PRESCRIPTIVE AI · LAYER

Tres capas. Una sola consola.

SENSE

Telemetría continua

Capturamos SoH, temperatura, C-Rate y SoC a 1Hz directo del CAN bus. Sin hardware adicional.

PREDICT

Modelo físico-químico + ML

Arrhenius extendido + redes neuronales entrenadas con 200M de horas-celda reales.

PRESCRIBE

Acciones automáticas

DAUER ejecuta perfiles de carga, ventanas térmicas y rotación de uso por vehículo. Sin intervención humana.

TECHNOLOGY · POWERED BY U-COGNET

Every prediction is cryptographically signed by a peer-reviewable scientific stack.

DAUER's forecasts are produced by U-CogNet — a Bayesian Physics-Informed Neural Network platform whose audit infrastructure already runs paper-grade BCI quantum experiments. Every coefficient cites a peer-reviewed source. Every output ships with an offline-verifiable manifest. No black box.

v0.1 · Demo live

BAYESIAN PINN

Predictive distributions, not point estimates

Each scenario runs N=200 Monte-Carlo trajectories drawn from peer-reviewed coefficient priors (Severson '19, Schmalstieg '14, Sulzer '21). Output: P10/P50/P90 envelope per month, calibrated against held-out fleet telemetry. Target PICP = 0.87.

5

peer DOIs

200

MC trajectories

0.87

PICP target

live · sha256

CRYPTOGRAPHIC PROVENANCE

Hash-chained audit ledger

Every prescription emits a paper-grade JSON manifest signed via Web Crypto sha256. Each entry references the previous entry's hash — tampering with any past claim breaks the chain. Verifiable offline by an investor, regulator, or 6-month-from-now reviewer.

sha256

manifest hash

N

chain depth

offline

verifiable

UniversalProduct API

UNIVERSAL LEARNING FRAMEWORK

Same lifecycle, every product

DAUER inherits from U-CogNet's UniversalProduct contract: build_corpus → train → evaluate → promote with paper-grade manifests at each phase. The infrastructure that already certifies BCI quantum experiments now certifies fleet battery prescriptions.

4

phases

3

products planned

∞

refinement loop

NDA-gated

CORPUS PRIVACY · 4 FILTERS

Fleet data never leaves the boundary

U-CogNet's corpus pipeline applies four built-in filters before training touches any byte: secrets, filesystem paths, PII (email/phone/IP redaction), code blocks. Operator telemetry stays operator's.

🔐

secrets

📁

paths

👤

PII

{ }

code

FROM PAPER-GRADE NEUROSCIENCE TO FLEET INFRASTRUCTURE

U-CogNet's audit chain has signed 405 evaluations in a published BCI quantum-vs-classical comparison and 12 plasma-turbulence seeds across 6 model families. Every artifact is verifiable from its sha256. DAUER is the first commercial application of that infrastructure.

📜PAPER-GRADE ⛓AUDIT CHAIN 🔬BAYESIAN PINN 🛡CORPUS PRIVACY

RESEARCH · OPEN INVITATION

Joint papers with battery science labs.

DAUER's calibration target (PICP = 0.87) requires held-out fleet telemetry. Universities researching battery degradation are invited to contribute datasets, methods, or co-author validation papers. We share calibration results openly; implementation details are NDA-protected.

✓ Public: validation methodology, PICP results, error decomposition, citations
● Co-authored: jointly-collected fleet data + analysis (per agreement)
🔒 NDA-only: implementation specifics, training corpus, weights

TARGET LABS · ALREADY CITED IN OUR PRIORS

Severson group · MIT/Stanford

Cited for LFP baseline (Nat. Energy 2019)

Sulzer group · Stanford

Cited for knee non-linearity (Joule 2021)

Schmalstieg / Sauer · RWTH Aachen

Cited for Arrhenius Q10 (J. Power Sources 2014)

Birkl group · Oxford

Cited for NMC degradation modes (2017)

CIDETEQ · Querétaro, MX

Local fleet telemetry partnership target

Tec de Monterrey · Sustentabilidad

LATAM context + nearshoring fleets

BETA COHORT 2026 · 10 FLEETS

First 10 fleets get a co-authored validation paper.

Limited beta cohort: full DAUER × U-CogNet stack, paper-grade audit chain, and a joint validation paper showing PICP calibration on your real fleet telemetry. NDA signed before any sensitive data flows in either direction.

BETA REQUEST · COMPANY

Contact name *

Role *

Company / Operator *

Country *

Corporate email *

Fleet size (EVs) *

Primary chemistry / use case

What problem are you solving with DAUER? *

NDA acknowledged. Implementation specifics + technical architecture briefing are shared after a mutual NDA is in place. Public materials (this site, citations, calibration methodology) require no NDA.

REPLY ≤ 48 H · beta@dauer.pro · COHORT CLOSES Q2 2026

WHAT YOU GET · BETA

Full DAUER × U-CogNet stack on your fleet's telemetry
Co-authored validation paper (preprint to arXiv / SSRN)
Audit chain export — every prescription verifiable offline
Roadmap input + pricing locked at beta tier through 2027

PRIVACY · WHAT WE PROTECT

We're rigorous about which side of the line each artifact lives on. Data flows are unidirectional and encrypted; nothing leaves your boundary without explicit consent + NDA.

PUBLIC methodology · citations · PICP results · calibration plots

JOINT fleet-specific calibration tables (under written agreement)

NDA training corpus · weights · architecture specifics · vendor list

FLEET CONTROL CENTER

Calcula tu ahorro
en 90 segundos.

Enter your real fleet size and DAUER returns a personalized financial diagnostic: projected SoH, avoided degradation, and 5-year cumulative savings in USD — every number signed by a paper-grade sha256 manifest.

Diagnóstico financiero personalizado

Proyección de degradación a 5 años

Export del dataset completo (JSON)

▶ UNLOCK LIVE DEMO · 90 SEC

Fleet Control Center

Fill in your fleet → instantly access the Bayesian dashboard with live uncertainty bands, provenance manifest, and hash-chained audit ledger.

Company name

Work email (for the validation report)

Tamaño de la Flota

EVs

PROJECTED ANNUAL SAVINGS @ $400 USD/EV/year ^[NREL]

$ 0 USD / year

DATOS ENCRIPTADOS · NO COMPARTIDOS · DEMO INTERACTIVO

Protect the 40%.

The Operating System for Battery Longevity.

The largest infrastructure transition
in industrial history needs science-grade battery accounting.

Five inflection points converge in 24 months

El costo invisible de
no gestionar el activo

El Activo Crítico

El calor mata el litio en silencio

The science says 15—30% extension is achievable.

Tres capas. Una sola consola.

Telemetría continua

Modelo físico-químico + ML

Acciones automáticas

Every prediction is cryptographically signed by a peer-reviewable scientific stack.

Predictive distributions, not point estimates

Hash-chained audit ledger

Same lifecycle, every product

Fleet data never leaves the boundary

Joint papers with battery science labs.

First 10 fleets get a co-authored validation paper.

Calcula tu ahorro
en 90 segundos.

Fleet Control Center

DAUER

Proyección de Degradación · Horizonte 5 años · Banda P10—P90

Fleet Vehicles · Top 20

Protect the 40%.

The Operating System for Battery Longevity.

The largest infrastructure transition in industrial history needs science-grade battery accounting.

Five inflection points converge in 24 months

El costo invisible de no gestionar el activo

El Activo Crítico

El calor mata el litio en silencio

The science says 15—30% extension is achievable.

Tres capas. Una sola consola.

Telemetría continua

Modelo físico-químico + ML

Acciones automáticas

Every prediction is cryptographically signed by a peer-reviewable scientific stack.

Predictive distributions, not point estimates

Hash-chained audit ledger

Same lifecycle, every product

Fleet data never leaves the boundary

Joint papers with battery science labs.

First 10 fleets get a co-authored validation paper.

Calcula tu ahorro en 90 segundos.

Fleet Control Center

Proyección de Degradación · Horizonte 5 años · Banda P10—P90

Fleet Vehicles · Top 20

The largest infrastructure transition
in industrial history needs science-grade battery accounting.

El costo invisible de
no gestionar el activo

Calcula tu ahorro
en 90 segundos.