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Bad training data
is costing you more
than you think.

Verdax detects poisoned, drifted, and corrupted training data before your model retrains. Every blocked retrain automatically generates a CO₂ savings report your sustainability team can use.

Start Free Trial See how it works ↓
No credit card required · 14-day free trial · Raw training data never stored
Live scan preview
score: 87% action: blocked report: ready
Verdax Dashboard
training_data.csv 847,293 rows · 47 features
IN MEMORY
Schema contract MISMATCH
Drift detection HIGH
Poisoning risk ELEVATED
Decision BLOCK TRAINING
Anomaly Score
87%
BLOCKED
✓CO₂ saved 450.0 kg
✓Cost saved $1,200.00
✓Equivalent 0.45 flights avoided
✓Report q1_esg.pdf ready
The problem

Every unnecessary retrain
costs you twice.

Bad data triggers model retrains that waste compute budget, emit carbon, and consume your team's time. Most teams have no way to catch it before it happens.

$1,200+
Wasted per large model retrain

One poisoned data batch. One bad deployment. Your team loses a weekend. Your compute budget takes the hit.

450 kg
CO₂ per large model retrain

The carbon cost of unnecessary AI retraining is real and growing. Equivalent to driving over 2,100 km. Wasted.

2–5×
Unnecessary retrains per model/year

Multiply across your model portfolio. The waste compounds fast in cost, time, and emissions your team can't report.

How it works

Upload. Scan. Block. Report.

Verdax works entirely in your browser. Your raw data is never stored, only scan results.

01

Upload your dataset

Drag and drop your training CSV into the Verdax dashboard. Files are scanned in memory, never written to disk.

training_data.csv 847,293 rows · 47 features
→
02

Instant anomaly detection

Verdax validates schema, detects statistical drift, and scores data quality in seconds.

Anomaly Score
87%
BLOCKED
→
03

CO₂ report generated

Every blocked retrain creates an ESG-ready sustainability report. Ready for your board.

✓CO₂ saved 450.0 kg
✓Cost saved $1,200.00
✓Equivalent 0.45 flights avoided
✓Report q1_esg.pdf ready
0
Retrains prevented
0
CO₂ saved
0
Compute costs saved
0
Average scan time
Data & Privacy

Your data. Your control.

We built Verdax with a simple principle: your training data should never leave your hands. Here's exactly what we store and what we don't.

What we store

  • ✓Scan results and anomaly scores
  • ✓CO₂ and cost impact per scan
  • ✓Incident history and audit log
  • ✓Your account and billing info
  • ✓Device identifiers (up to 3 per license)

What we never store

  • ×Raw training data rows
  • ×Model weights or parameters
  • ×Feature values from your dataset
  • ×Personal data from your datasets
  • ×Dataset files of any kind

Raw CSV data is processed in memory during scanning and immediately discarded. Only anonymized statistics are retained.

ESG Reporting

Turn blocked retrains into
sustainability wins.

As organizations face growing pressure to measure and report AI's environmental impact, Verdax gives your ML team a concrete, defensible number.

Automatic

Generated on every blocked retrain

No manual calculation. No spreadsheets. Every time Verdax blocks a bad retrain, the CO₂ impact is calculated and logged automatically.

Cited

Backed by published research

Energy benchmarks from published research. Grid intensity from international energy agencies. Methodology shown transparently on every report.

Exportable

PDF reports in one click

Generate quarterly sustainability reports covering your entire model portfolio. Ready for your CFO, board, or ESG filing.

Verdax

Q1 2026 Sustainability Report

ML Pipeline Carbon Impact

Acme Corp

Retrains prevented12
CO₂ saved4,200 kg
Cost saved$14,400
Methodology cited to EPA eGRID 2022, Patterson et al. (2021), ICAO
Pricing

Simple pricing.
Serious savings.

Start free for 14 days. One prevented retrain often pays for months of Verdax.

STARTER
$99 /month
$82 /month
billed $990/year

For ML teams getting started with data quality monitoring.

  • 150 scans per month
  • Web dashboard
  • PDF ESG reports
  • CO₂ savings tracker
  • 12-month history
  • Slack + email alerts
  • Up to 5 pipelines
  • 3 team seats
  • Email support (24hr)
  • MLflow integration
No credit card required
MOST POPULAR
GROWTH
$249 /month
$207 /month
billed $2,490/year

For growing ML teams with production models and ESG reporting requirements.

  • Unlimited scans
  • Unlimited pipelines
  • 10 team seats
  • Everything in Starter, plus:
  • Full MLflow integration
  • CI/CD integration
  • REST API access
  • Custom anomaly thresholds
  • Quarterly board ESG report
  • Priority support (4hr response)
  • Data export (CSV/JSON/PDF)
  • Webhook notifications
  • 1hr onboarding call with founders
No credit card required
ENTERPRISE
Custom
Annual contracts · From $1,499/mo

For organizations that need a wider rollout, more control, and hands-on support.

  • Everything in Growth, plus:
  • Unlimited team seats
  • SSO / SAML authentication
  • RBAC and audit logs
  • 99.9% SLA guarantee
  • Dedicated success manager
  • Custom integrations
  • Data Processing Agreement
  • Security questionnaire support
  • On-premise deployment option
We typically respond within 2 hours

All plans include a 14-day free trial. No credit card required to start. Cancel anytime. Raw training data is never stored.

Calculate your savings

See exactly how quickly Verdax pays for itself.

4 retrains/year

Without Verdax

Wasted compute$0/year

CO₂ wasted0 kg/year

With Verdax Growth

Annual cost$2,988/year

Potential savings$0

CO₂ documented0 kg

Verdax pays for itself after just 1 prevented retrain.

Common questions

Is my training data stored anywhere? +
No. Your raw dataset is processed in memory during the scan and immediately discarded. We store only scan results, anomaly scores, drift metrics, and CO₂ impact. Never your actual data rows.
What happens when my 14-day trial ends? +
We'll email you 3 days before your trial ends. If you've added a payment method, your plan continues automatically. If not, your account pauses with no charge and no data deleted. Resume anytime.
How accurate are the CO₂ calculations? +
Our estimates use energy benchmarks from peer-reviewed research, multiplied by regional grid intensity factors from international energy agencies. They are order-of-magnitude estimates appropriate for ESG reporting with standard methodology disclosures. Every calculation source is shown transparently.
How long does setup take? +
Most teams complete their first scan within 10 minutes of signing up. No infrastructure changes required. No new servers to provision.
Can multiple team members use one account? +
Yes. Starter includes 3 seats, Growth includes 10, and Enterprise is unlimited. Each team member gets their own login.
What support do you offer? +
All plans include email support. Growth includes priority 4-hour response. Enterprise gets a dedicated success manager and a shared Slack channel. During your first 90 days, the founders personally respond to every message.

Your next bad retrain
is already in your pipeline.

Catch it before it happens.

No credit card required · 14-day free trial · Cancel anytime