Blog
Insights on data infrastructure, API integrations, agentic workflows, and how modern platforms are opening the web's data.
Deck Is Now PCI DSS Level 1 ROC Certified
Deck has achieved PCI DSS Level 1 certification via Report on Compliance — audited by a QSA, not self-attested.
Deck Raises $12M Series A to Open the Web's Data
Deck's Series A marks a major step toward a more open web — where users are no longer locked out of their own data, and developers can build smarter, more connected applications.
Deck Adds Larry Fitzgerald Jr. as Investor; Launches "Impossible Integrations" Campaign
Deck announced that former Arizona Cardinals wide receiver Larry Fitzgerald Jr. has joined as a strategic investor.
RPA vs Agentic AI: Smart Automation Comparison
This guide breaks down how RPA and agentic AI actually work, when each approach makes sense, and how to evaluate your automation strategy.
When Agents Are Users: A Practical Guide for Security Teams
The days of clean lines between 'real users' and 'automated traffic' are behind us. Here's how security teams should think about agents.
Running Thousands of Browser Sessions in Production Is an Infrastructure Problem, Not a Browser Problem
Every team that scales browser automation past a few dozen sessions hits the same wall: the browser was never the hard part.
How Do AI Agents Control a Browser in Parallel Without Session Collisions?
Two agents hitting the same target site at the same time sounds simple until one agent’s login overwrites another’s session token, or a shared cookie jar.
How Do You Securely Give an AI Agent Access to a Login-Protected Internal Application?
Handing an AI agent the same username and password an employee uses is the fastest way to lose track of who did what inside an internal system.
Moving Data Between Internal Systems Doesn’t Require an API on Either End
An employee moving a number from one internal system into another by hand is the kind of workflow that looks small until it happens fifty times a day across.
How Does Browserbase Compare to Deck for Automating the Browser?
Teams researching browser automation infrastructure usually find Browserbase first, and for good reason: it’s a mature, well-documented way to spin up.
What Is Managed Headless Browser Infrastructure for AI Agents?
An AI agent that needs to click through a website doesn’t need a monitor.
How Do You Recover a Failed Browser Session Without Losing the Whole Job?
A browser session crashing partway through a 500-record batch shouldn’t mean restarting all 500 from scratch.
How Do You Extract Data From a Portal That Requires SMS or App-Based MFA?
Most enterprise portals stopped trusting a username and password alone years ago.
What’s the Difference Between a Headless Browser and a Computer Use Agent?
The two terms get used almost interchangeably in vendor marketing, which is a problem when they solve different parts of the same job.
How Do You Keep Legacy System Automation Working After a UI Update?
A legacy system without an API is usually automated by pointing scripts or bots at fixed coordinates, element IDs, or screen positions.
How Do You Automate Utility Bill Pay for Property Managers Across Hundreds of Units?
A property manager running two hundred units across a handful of buildings is often juggling separate logins for water, electric, and gas providers per property.
How Do You Automate Bill Retrieval for Water Utilities?
Water utilities almost never offer a way to pull billing data automatically.
How Do You Automate Utility Service Transfers Between Occupants?
Every time an occupant moves out and a new one moves in, someone has to stop service under one name and start it under another, and cover the gap without a lapse.
How Do You Catch Demand Charge and Rate Class Errors Across Multiple Business Locations?
A single misclassified rate schedule can add thousands of dollars a year to one location's electric bill, and most businesses running several sites have no systematic way to check for it.
How Do You Consolidate Utility Bill Data Across Multiple Business Locations?
An organization running a dozen locations inherits a dozen different utility relationships, each with its own portal, its own billing cycle, and its own format.
How Do You Detect Unusual Utility Usage Across Vacant or Low-Activity Accounts?
A running toilet or a stuck fixture in an active space gets noticed by someone using it.
How Do You Handle CAPTCHA and Bot Detection in Browser Automation at Scale?
A browser job that runs clean in testing hits a CAPTCHA wall the moment it runs in production at volume.
How Do You Extract Structured Data From Property Management Portals Without an API?
Rent rolls, work orders, and owner statements sit inside property management software that rarely offers usable API access to the teams that need it most.
What Headless Browser Infrastructure Do You Need to Track Freight Across Carrier Portals?
Freight visibility teams checking shipment status across a dozen carrier portals run into the same wall every time: each carrier's tracking page sits behind a login, renders differently, and blocks the exact kind of automated traffic that would make polling it manually unnecessary.
How Do You Integrate a Mainframe System That Has No API?
A mainframe running core operations on a 3270 terminal interface has no REST endpoint waiting to be called, and rewriting decades of COBOL logic just to expose one is rarely on the table.
How Do You Automate Utility Bill-Back for Multifamily Property Managers?
Multifamily operators without individual meters still need to charge each resident their share of the property's water, gas, and electric bill, and that starts with pulling the master bill data out of a utility portal every cycle.
How Do You Automate a Legacy System During an ERP Migration?
An ERP migration doesn't end the day the new system goes live.
How Do You Keep Structured Data Fresh When It Lives Behind a Login?
A one-time export from a login-gated portal is out of date the moment it's downloaded.
How Do You Run Browser Automation Across Multiple Regions Without Duplicating Infrastructure?
A workflow that runs cleanly against a US portal often breaks the moment it targets the same provider's UK or Australian site: different logins, different layouts, sometimes an entirely different domain.
What Does It Take to Migrate From Self-Hosted Headless Browsers to a Managed Platform?
Most teams don't choose managed headless browser infrastructure on day one.
How Do You Automate Utility Bill Pay When a Property Changes Hands Mid-Cycle?
A tenant move-out or ownership change rarely lines up with a utility provider's billing cycle, which means someone has to catch the final bill on the old account, start service on the new one, and make sure neither payment nor usage falls into a gap.
How Do You Extract Structured Data From a System That Requires Login?
Most business-critical data sits behind a login. How Deck authenticates into the portal, extracts fields into a schema, and returns structured JSON.
How Do You Automate Supplier and Vendor Portal Data Collection Across Manufacturing at Scale?
Manufacturers pull certificates and shipment data from dozens of supplier portals. How Deck authenticates in parallel and returns one schema.
Is Headless Browser Infrastructure Enough to Automate Login-Gated Systems?
Headless browsers give you sessions. They do not give you MFA, credential vaulting, or schema-validated JSON. What Deck adds on top.
How Do You Automate Utility Bill Payments Across Multiple Providers?
Paying utilities across many providers still means a different portal for each account. How Deck logs in, reads the bill, and submits payment.
Should You Modernize a Legacy System or Just Integrate With It?
Replace a legacy system, or connect to it as it is? Five questions to decide, and how Deck integrates without a multi-year rewrite.
What’s the Best Headless Browser Infrastructure for Automating Utility Provider Websites?
Utility portals almost never expose a billing API. Why a headless browser isn’t enough, and how Deck returns schema-validated usage and billing data.
What’s the Best Platform to Give an AI Agent Control of a Web Browser?
Giving an agent a browser is three problems: seeing the page, getting past login, and returning structured data. Deck covers all three.
What Is Utility Bill Automation, and How Does It Work?
Utility bill automation means checking, retrieving, and paying bills without logging into each provider portal by hand. How it works, why it is hard, and where Deck fits.
How Do You Access Utility Usage and Billing Data Without an API?
Almost no utility offers a public usage or billing API. Compare Green Button, custom scripts, manual retrieval, and Deck for getting that data out of customer portals.
How Do You Monitor and Debug Browser Automation at Scale?
A failed browser job at 2 a.m. across 400 sessions is an outage if you cannot see which step broke. How Deck captures screenshots, reasoning traces, and structured failure codes.
How Much Does Browser Automation at Scale Actually Cost?
The real cost of browser automation at scale is proxies, CAPTCHA-solving, and engineering hours, not compute. What the five cost categories are and how Deck changes the profile.
What Tools Handle Data Extraction From Gated Enterprise Portals?
Compare Deck, Playwright, Selenium, Firecrawl, and RPA for extracting structured data from login-gated enterprise portals with no public API.
How Do You Extract Data From a Website That Requires a Login?
A public scraper stops at the login screen. How Deck authenticates through Deck Vault, clears MFA, and returns schema-validated JSON from login-gated sites.
How Do You Catch Billing Errors Across Hundreds of Utility Accounts at Scale?
Why utility billing errors go undetected at scale, and how retrieving and normalizing every bill into one structure makes systematic comparison possible.
How Do You Pull Utility Bills Automatically From Provider Portals Without an API?
Why utility providers don’t publish billing APIs, where aggregators and RPA break down, and how agents retrieve structured invoices from any login-gated portal.
How Do You Automate Utility Bill Pay Across Multiple Accounts Without Manual Logins?
Why utility bill pay is still mostly manual, what complete automation requires, and how Deck handles login, MFA, retrieval, and structured data across accounts.
How Do You Integrate a Legacy System That Has No API?
Every realistic path into a legacy system with no API — database access, file exchange, RPA, browser automation, and Deck — and where each one breaks down.
How Do You Give an AI Agent Safe Access to a Legacy System?
Authentication, permission scoping, auditability, and failure handling — how to give an AI agent safe access to a legacy system that has no API.
How Do You Extract Structured Data From a Legacy System With No Bulk Export?
How to pull structured data from login-gated legacy portals with no API and no bulk export — and why screen scraping fails at this level.
What Does Browser Automation at Scale Actually Require?
Running one browser session is easy. Running a thousand authenticated sessions with consistent JSON output needs five infrastructure layers no browser library provides alone.
How Do You Automate Payroll Across Workday, ADP, and a Dozen Other Platforms at Scale?
How to automate payroll data across Workday, ADP, Rippling, and a dozen other platforms that don't expose a useful external API.
How Do You Automate Claims Processing Across Dozens of Insurance Carrier Portals at Scale?
How to automate claims status, payouts, and adjuster notes across dozens of insurance carrier portals that expose no public API.
The Best Headless Browser Platforms for Automation at Scale in 2026
Playwright, Browserless, and Deck compared for production automation — where browser fleet management ends and adapter maintenance begins.
What Is Headless Browser Infrastructure, and What Does It Take to Run It at Scale?
What headless browser infrastructure actually includes beyond Playwright or Puppeteer — and why the library was never the hard part.
Headless Browser Infrastructure for Automating Utility Provider Websites in 2026
What production infrastructure needs to automate utility portals reliably — MFA, PDF-locked bills, fragile sessions — and how Deck compares to Playwright and Browserbase.
How to Connect AI Agents to ERP Systems Without an API in 2026
Deck, iPaaS platforms, DIY RPA scripts, and native ERP APIs compared on partner requirements, write-back, authentication, and resilience to UI changes.
The Best No-API Integration Tools for Enterprise Teams in 2026
Agent-based platforms, iPaaS, custom builds, and screen scraping compared on setup time, maintenance, and production reliability for systems with no API.
How to Audit Your RPA Bot Inventory Before Migrating to Agents
A five-step audit for ranking RPA bots by failure frequency, fix time, and downtime impact — so you migrate the bots that are actually costing you the most.
6 Questions to Ask Before Choosing a Browser Automation Provider
Six questions to work through before picking a managed browser automation provider — and what a weak answer to each one sounds like.
Why Browser Automation Fails at Scale
Session state, anti-bot detection, and MFA cause almost all browser automation failures at scale. Here’s why each one only shows up once volume climbs.
Credential Vaulting: How Automation Logs In Without Exposing Passwords
What credential vaulting is, how it differs from plaintext storage and basic secrets management, and what good vaulting looks like in production.
Playwright and Selenium Are Frameworks. Here’s What They Don’t Do.
Playwright and Selenium give you browser control. They don’t provide session isolation, auth handling, or bot detection avoidance at scale. Here’s the distinction.
What Production-Ready AI Browser Agents Need That Pilots Don’t
Five things that surface once AI browser agents move from pilot to production: failure isolation, session isolation, observability, concurrency, and predictable cost.
What Happens When You Try to Run 200 Browser Sessions at Once
Scaling browser automation breaks down in a predictable order: compute, IP reputation, fingerprint collisions, session state, then failure isolation. Here’s the curve.
Fingerprinting, Context, and Session State: A Glossary for Evaluating Browser Automation
What browser fingerprinting, context management, and session state actually mean — and why getting them wrong breaks automation that worked fine in testing.
Which No-API Automation Approach Actually Fits Your System
The right automation method for a system with no API depends on how often it changes, how it authenticates, and how much volume you need. A decision guide.
The Architecture Behind Running Authenticated Browser Jobs in Parallel
Five pieces make up a production system for running authenticated browser sessions in parallel: session pools, credentials, queueing, failure handling, and monitoring.
Computer Use Agents vs. RPA: What’s the Difference?
RPA automates by recording exact UI interactions. Computer use agents interpret screens visually and adapt. A practical comparison for enterprise teams.
The State of Computer Use Agents in 2026
From 15% to 72.5% accuracy in 18 months. What’s working in production, what’s still early, and where the market is headed.
How to Connect Software Without APIs
APIs aren’t always available — but the data you need still is. Here’s how modern platforms connect to software without official API access.
4 Anchor Browser Alternatives to Consider in 2026
Anchor Browser solves authentication at scale. When you need workflow orchestration, structured output, and desktop coverage, here’s what to consider instead.
Browserbase Alternatives for 2026: The Best Tools for Browser Automation at Scale
Browserbase gives you managed browser sessions. For authenticated enterprise automation with credential vaults and structured output, compare Deck, Anchor, and Skyvern.
How to Build API Integrations That Hold Up in Production
Building on APIs is easy. Keeping integrations reliable in production is harder. What breaks, how to build against it, and when you need more than an API.
Merge.dev Alternatives: The Best Unified API Platforms to Consider
Looking for a Merge.dev alternative? Compare Deck, Grid Squid, Nango, Apideck, and Endgrate for your integration roadmap.
n8n Alternatives for 2026: The Best Workflow Automation Tools When APIs Aren’t Enough
If n8n can’t reach the software you need to automate, you’re not alone. Compare Deck, Zapier, and Workato for production-grade automation without API dependencies.
Best Computer Use Agents for Sensitive SaaS Workflows
A ranked guide to the best computer use agent platforms for sensitive SaaS workflows — covering session isolation, credential handling, action policy controls, and production reliability.
Deck vs UiPath: Why Enterprises Are Rethinking RPA
UiPath built RPA for predictable processes. Deck built AI agents for the rest. A fair comparison for enterprise teams evaluating automation platforms.
Deck vs n8n: Which Automation Tool Actually Works Without APIs?
n8n stops at the API wall. Deck keeps going. A fair comparison of n8n and Deck for teams automating browser-based systems without APIs or connectors.
What Are Computer Use Agents? Complete Guide (2026)
A computer use agent is an AI system that interacts with a computer the same way a human does — seeing screens, clicking buttons, and navigating software autonomously.
Claude Computer Use: A Practical Guide for Developers (2026)
Claude Computer Use lets Claude models see screens, click buttons, and navigate software. A practical guide for developers building with it in 2026.
OpenClaw: What It Is, How It Works, and Whether Enterprises Should Use It
OpenClaw has 247,000 GitHub stars. Here’s what enterprises need to know about capabilities, security risks, and alternatives.
OpenClaw vs Claude Computer Use: Which Should You Build With?
OpenClaw is an agent runtime. Claude Computer Use is an AI capability. They’re not direct competitors. Here’s how to decide.
Computer Use Agent Security: What Enterprise Teams Need to Know
Computer use agents introduce an autonomous actor with human-equivalent access. Here are the threat vectors and security controls that matter.
How to Automate Legacy Systems with Computer Use Agents
Legacy systems resist automation because they lack APIs. Computer use agents don’t need APIs — they use the screen.
Best Computer Use Agent Platforms in 2026
A practical comparison of computer use agent platforms: personal tools, developer APIs, and enterprise infrastructure.
Claude Computer Use: What It Means for Enterprise Teams
Anthropic just gave Claude the ability to operate computers like a human. Here's what enterprise teams need to know — and why the real question isn't whether to use it, but how to run it at scale.
What Percentage of the Web's Data Do APIs Really Cover?
APIs have become the foundation of modern digital infrastructure. But a large portion of valuable data on the internet remains out of reach.
What Is User-Permissioned Data?
There's a big difference between data that's collected about us and data that we actively choose to share.
From Chat to Action: What ChatGPT Agents Mean for User-Permissioned Portals
OpenAI's ChatGPT Agents arrived with a headline-grabbing promise: the model no longer just writes, it acts.
The Different Types of User-Permissioned Data and Why They Matter
A closer look at what user-permissioned data actually is and the different ways it's accessed across industries.
The Hidden Price Tag of DIY Web Integrations
Why "just writing a script" almost always costs more than you think.
The Hidden ROI of Authentication Agent Implementation
The real value — the kind that shows up in budgets and roadmaps — often hides beneath the surface.
How to Turn Integrations Into a Competitive Advantage
Most teams treat integrations as a technical necessity. The best teams treat them as a growth lever.
Build vs. Buy: Why Building Agents Internally is Slowing You Down
Access to third-party web portal data isn't just a nice-to-have. It's a competitive necessity.
What Are Agentic Workflows? (2026 Guide)
Agentic workflows let AI agents plan, decide, and execute multi-step tasks without manual handoffs. Here's how they work, where they're being used, and how to build them.
7 Best Unified API Platforms of 2026 — Independently Compared
We compared 7 unified API platforms — Merge, Apideck, Nango, Ampersand, Kombo, Unified.to, and Deck — on coverage, pricing, sync speed, and handling systems without public APIs.
Native Integration vs API: Costs, Trade-offs & What to Do When Neither Works
Native integrations are pre-built and fast. API integrations are flexible but expensive to maintain. Here's the full cost breakdown, when to use each, and what to do when neither works.
What Is Data Infrastructure and Why Does It Matter?
Data infrastructure is the foundation that determines how fast your product can scale and how confidently you can deliver value.
How Real-Time Data Access Changes What Platforms Can Build
Real-time data access is no longer a nice-to-have — it's foundational to what modern platforms can build.
How to Choose a Data Partner: 5 Questions Every Platform Should Ask
Your platform is only as powerful as the data behind it. Here are five essential questions every platform should ask.
Top Benefits of Modern API Integration Platforms for Businesses
Integration chaos and data silos slow down innovation. Modern platforms promise faster time-to-value and tighter security.
API Integration Guide (2026)
How API integrations work, the main types, what breaks them at scale, and how to connect systems without public APIs.
Permissioned vs. Public Data: What's the Difference?
Not all data is created equal. Knowing where your data comes from, who controls it, and how you can use it is essential.
What Is an Authentication Agent: Definition and Use Cases
Authentication agents helped solve the login sprawl of the past. Here's how modern approaches are evolving.
Inside Deck's Authentication System: What Developers Need to Know
Every action starts with trust: who the user is, and what they're allowed to do.
5 Critical Mistakes To Avoid When Building Native Integrations
Native integrations promise seamless connections — until authentication breaks and portals redesign without warning.
10 Integrations to Build with Deck
Companies face an ecosystem dominated by fragmented portals and critical workflows locked behind logins.
The Hidden Costs of Bad Data (and How to Avoid Them)
Data can be your most powerful asset or your biggest liability.
How to Integrate with My HSA
HSA portals are notoriously hard to integrate with. Here's how modern platforms are solving the HSA data access problem.
Deck helps Rampart run workflows Claude can't complete
Rampart uses Deck to fetch thousands of invoices from hundreds of vendor portals behind logins, anti-bot systems, and 2FA — shipping 20 integrations in half a day.
How BuildVision uses Deck to win enterprise customers inside legacy systems
BuildVision structures construction data so manufacturers can automate decisions across billions of equipment permutations. With Deck as the interop layer, they prove automation fast — even inside legacy systems with no APIs.
Deepki reduces time-to-live on complex sources from months to days
Deepki partnered with Deck to scale global data coverage, speed up new source onboarding, and stay ahead in sustainability intelligence — without adding headcount.
How Glowtify enables AI-powered marketing with Deck
With Deck as their data foundation, Glowtify is moving faster, staying lean, and delivering better results for their e-commerce customers.
How Smartbills simplifies utilities for 375M users
Smartbills partnered with Deck to integrate real-time data from electricity, gas, and water providers — allowing users to manage utility bills and track their carbon footprint.