The thinking
behind the work

Field notes for buyers comparing RPA, AI agents, portal automation, and the economics of replacing manual browser work.

[29 posts]

Buyer guides / field notes / technical explainers

01 / 04SOTA

[6 MIN READ][BENCHMARKS]

A New SOTA for Browser Agents: Ramain Leads Four Major Benchmarks

Ramain reaches state-of-the-art performance on Online-Mind2Web, WebVoyager, WorkArena L3, and WebArena-Verified Hard.

[24 SEP 2026][Part 1 of 4]

02 / 04COST

[6 MIN READ][BENCHMARKS]

SOTA Without the Token Bill: 95% Success at $0.21 per Task

On the same model and enterprise tasks, Ramain beats browser-use by 10 points while costing 36% less per task.

[24 SEP 2026][Part 2 of 4]

03 / 04CONTEXT

[7 MIN READ][BENCHMARKS]

The Long-Horizon SOTA Is a Harness, Not a Model

Ramain configurations define the long-horizon cost-performance frontier, from near-frontier results at $0.16 to the highest score in the evaluation.

[24 SEP 2026][Part 3 of 4]

04 / 04LEARNING

[6 MIN READ][BENCHMARKS]

The Agent That Gets Better Every Run: 79% Faster, 67% Fewer Tokens

Workflow extraction and reusable subroutines let Ramain repeat the same browser work faster and with one third of the fresh input tokens.

[24 SEP 2026][Part 4 of 4]

ramain

[8 MIN READ][FEATURES]

Managed isolated browsers: how Ramain runs browser work safely

How Ramain launches controlled browser sessions with live view, replay, session ownership, and clean execution boundaries for workflow runs.

[FEATURE][Platform architecture]

Proxies and browser profiles: making agents look like trusted users illustration

ramain

[8 MIN READ][FEATURES]

Proxies and browser profiles: making agents look like trusted users

How browser profiles, proxy routing, cache settings, and workspace-scoped controls help agents operate across sensitive portals without brittle setup.

[FEATURE][Browser identity]

Credential vaults: storing secrets without hard-coding workflows illustration

ramain

[9 MIN READ][FEATURES]

Credential vaults: storing secrets without hard-coding workflows

How Ramain separates credentials, cookies, inboxes, and session state into encrypted agent profiles with ownership and audit controls.

[FEATURE][Security model]

CAPTCHA and blocker handling: keeping browser agents recoverable illustration

ramain

[8 MIN READ][FEATURES]

CAPTCHA and blocker handling: keeping browser agents recoverable

How Ramain combines managed browser capabilities, OTP polling, human handoff, and recovery states when a portal blocks automation.

[FEATURE][Resilience]

Knowledge base context: giving workflows durable memory illustration

ramain

[8 MIN READ][FEATURES]

Knowledge base context: giving workflows durable memory

How workflow datastores turn PDFs, spreadsheets, JSON, and documents into retrievable operating context for browser agents.

[FEATURE][Workflow context]

Network request reverse engineering: when the browser UI is not enough illustration

ramain

[9 MIN READ][FEATURES]

Network request reverse engineering: when the browser UI is not enough

How Ramain can enrich browser traces with network and console evidence so workflow compilation understands hidden API behavior behind the page.

[FEATURE][Trace analysis]

Event triggers: starting workflows from email, API, and humans illustration

ramain

[8 MIN READ][FEATURES]

Event triggers: starting workflows from email, API, and humans

How Ramain publishes workflows that can start from workspace inbox events, API keys, direct launches, and human-operated runs.

[FEATURE][Workflow launch]

Audit trails and replay: understanding every workflow run illustration

ramain

[8 MIN READ][FEATURES]

Audit trails and replay: understanding every workflow run

How Ramain keeps run status, browser session history, replay views, recordings, screenshots, and recovery logs tied back to each workflow execution.

[FEATURE][Operational trust]

[6 MIN READ][CASE STUDIES]

How Corgi automated broker application processing

Corgi Insurance used Ramain to automate broker portal data extraction and carrier system entry, cutting policy application processing from roughly an hour to under 10 minutes.

[CASE STUDY][Insurance proof]

[6 MIN READ][CASE STUDIES]

How Syntra unlocked legacy desktop EHR chart access

Syntra used Ramain to extract chart and billing data from a legacy desktop EHR with no API, unblocking a six-month stalled customer deal.

[CASE STUDY][Healthcare proof]

[5 MIN READ][CASE STUDIES]

How LoanVista automated borrower document workflows

LoanVista uses Ramain to move borrower documents and application details across lending portals without manual re-entry between disconnected browser systems.

[CASE STUDY][Lending proof]

Why UI Agents Can Cut Automation Costs by 70% illustration

ramain

[9 MIN READ][ROI & COST]

Why UI Agents Can Cut Automation Costs by 70%

The real savings come from removing the implementation vendor, the support vendor, and the judgment tax that keeps operators trapped between broken bots and finished work.

[20 MAY][Automation economics]

UI Automation vs. RPA: Why the Distinction Matters in 2026 illustration

ramain

[8 MIN READ][RPA ALTERNATIVES]

UI Automation vs. RPA: Why the Distinction Matters in 2026

A practical guide to selector-based RPA, vision-based UI agents, and why portal-heavy workflows need a different architecture.

[18 MAY][Architecture evaluation]

Browser vs Desktop Automation: Which Workflows Can You Actually Automate? illustration

ramain

[9 MIN READ][RPA ALTERNATIVES]

Browser vs Desktop Automation: Which Workflows Can You Actually Automate?

Why browser-only agents cannot reach desktop EHRs, thick-client AMS tools, Citrix apps, and locally installed systems that still carry regulated operations work.

[27 MAY][Platform coverage]