The End of Hardware Blindness.

Give your frontend the intelligence to detect true hardware capabilities in real-time, and dynamically adapts both the UI and the data processing layer based on the device capacity.

BDP 1 & 2 - Entry/Basic
Safely switch to a lightweight, fast UX
BDP 4 - High-End
Unlock a premium, rich interactive UX.

Stop deploying blindly. Start executing dynamically.

Standard web development relies on a flawed assumption: shipping the exact same JavaScript payload to every user. BDP gives your code the context it needs to break that rule.

The Problem: The "One-Build" Trap

You build a highly optimized frontend and deploy it to the world. But treating an aging, thermal-throttled Android and a brand-new M3 Mac as the same environment is an architectural flaw. Currently, your code has no idea what machine is executing it. You aren't managing hardware performance; you are just watching mobile conversions fail.

The Solution: The Browser Device Performance (BDP) Reality

The Browser Device Performance (BDP) standard changes how frontend code behaves. Our lightweight 10KB script captures the physical limits of the user's silicon in milliseconds, exposing a simple, deterministic score (BDP 1-4) directly to your frontend.

This gives your engineering team two immediate superpowers:

  • Adapt: Write conditional fallbacks to change the UX/processing based on the device.
  • Observe: Push the BDP score into your analytics to finally measure the hardware-revenue gap.
READ HOW THE BDP ENGINE WORKS

Fix performance drops with 3 lines of code.

Give your engineering team the script they need to build hardware-aware fallbacks instantly. Just Catch the BDP tier and adapt the execution. 

import { SdMetrics } from 'https://cdn.scaledynamics.com/libs/1/sd-metrics.js';
const sd = new SdMetrics();

// catch bdp of the device and configure execution
sd.bdp.once((bdp) => {
   if (bdp <= 2) {
      switchToLiteUX();
   }
   if (bdp === 4) {
      switchToAdvancedUX();
   }
});

Hardware Intelligence in Action.

Stop watching users abandon your site and start adapting to their devices. Here is how the ScaleDynamics script fixes the execution gap across your most critical workflows.

#E-COMMERCE

Stop Mobile Cart Abandonment

Heavy visual assets kill conversions on entry-level smartphones.

The Problem

Your marketing team pushes a rich 3D product viewer. It works flawlessly on an iPhone 15, but completely freezes the browser on an aging mid-tier Android.

The Script Action

Intercept the BDP 1 score in milliseconds and automatically fall back to a high-quality, static 2D image to prevent user session crashes.

The Business Impact

Proactively protect the user experience and save the conversion, ensuring zero revenue is lost to hardware limitations.

#SAAS
#DASBOARD

Eliminate UI Freezes

Complex DOM manipulations choke older corporate laptops.

The Problem

Your Single Page Application (SPA) features heavy data grids and real-time collaboration. On older BDP 2 processors, this creates severe input lag and a frustrating UX.

The Script Action

Detect the hardware constraint and disable non-essential animations, pause background polling, defer third-party scripts.

The Business Impact

Deliver a consistently smooth, "zero-stutter" application experience for every visitor, regardless of their device, while reducing customer support tickets and churn.

#CLIENT-COMPUTE
#DATA-PROCESSING

Prevent Main-Thread Blocking

Heavy data processing triggers the "Page Unresponsive" warning on weaker CPUs.

The Problem

Heavy client-side search, complex data filtering, or large JSON parsing runs instantly on BDP 4. On a BDP 1 device, it locks the main thread and freezes the UI.

The Script Action

Check BDP before heavy execution. Run natively on the client for BDP 4 (zero latency). For BDP 1–2, safely offload the workload to the server or reduce pagination size.

The Business Impact

Slash server costs by offloading heavy processing to high-end devices, while guaranteeing a crash-free experience for entry-level users.

Align IT, ESG & Finance. FinOps, GreenOps, IT Optimization
Align IT, ESG & Finance. FinOps, GreenOps, IT Optimization

Extend Your Analytics to Business Intelligence.

The sd-metrics.js script injects a missing layer of hardware context into your current stack, turning standard web analytics into hardware-aware datasets. By exposing BDP and AIR as native dimensions, your engineering team can instantly feed high-value business intelligence to the entire organization. Product managers, data analysts, and executive teams finally get a clear matrix to cross-reference conversion funnels, user retention, and marketing efficiency with actual computing power.

READ HOW THE BDP ENGINE WORKS
Google Analytics 4
Google Tag Manager
Google Looker Studio
Plausible Analytics
Mixpanel
Monster Insights
Monster Insights
Monster Insights
EXPLORE ANALYTICS INTEGRATIONS

From Hardware Intelligence to Full Execution Control.

DIAGNOSE

The 7-Day BDP Audit

Deploy our passive ‘sd-agent.js’ 10KB script for 7 days. We profile your live traffic to give you an executive breakdown of your audience's BDP distribution. It is the perfect tool to understand your hardware-induced revenue leaks before changing your code.

REQUEST BDP AUDIT

ACT

Real-Time Execution Control

Move straight from insight to action. By embedding our lightweight script directly into your production application, you give your engineers the instant intelligence to route traffic dynamically. Instead of losing revenue to hardware bottlenecks, your business can automatically serve high-performance, lightweight workflows to budget devices while safely unlocking cost-free Edge AI and rich features for premium hardware.

TALK TO AN ARCHITECT

AUTOMATE

The Impulse Engine (Closed Beta)

For teams looking for next-generation automation. Stop writing manual conditional logic for every device tier. Break down your complex Single Page Application (SPA) into dynamic execution blocks. Our engine analyzes the user's silicon in real-time and orchestrates how tasks are processed based on the machine's actual power.

Early access by invitation only.

JOIN CLOSED BETA

Stop guessing. Measure your hardware reality today.

Get your tracking script and start mapping your Browser Device Performance today.

Audit Request Received.

Thank you for requesting the ScaleDynamics Device-Tier Audit.

Next Steps:
-
We will reach out within 24 business hours to schedule a brief 15-minute introductory call. We will discuss your specific conversion goals, confirm your technical architecture, and outline the details of your audit engagement.

- Upon validation of your architecture, your engineering team will integrate our privacy-first 10KB script using our integration instructions.

- Once deployed, your 7-day conversion intelligence phase automatically begins, culminating in the delivery of your Executive Strategy PDF and Raw Data Spreadsheet.
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