AI work at GladLoop

What we have built with AI.

GladLoop builds websites, software and AI tools for clients worldwide from India.

Products

AI products

Newspaper analysis

Ran Mar to Jun 2026

Reads the day's e-paper and produces a structured analysis for exam preparation. Output is validated before it is saved. 79 analyses, March to June 2026.

Python · daily schedule · validation gate

Telegram assistant

In use

Send a message, voice note or photo to a Telegram bot and get the finished work back in the same chat. Runs 24x7 on AWS.

Telegram · AWS

Research reports

In use

Research runs in several parallel lanes on one question. A second pass rechecks the draft against primary sources before it is published.

Multiple research lanes · adversarial pass before publication

Tools

Tools we built for our own work

Built for our own work first.

rfp-feed

In use

Once a week it reads six government tender sources: SAM.gov, the World Bank, EU TED, UK Find a Tender, CanadaBuys and India GeM. Notices about web and accessibility work go into a running ledger. Python, standard library only.

Python · no paid APIs · weekly on AWS

prospect-scan

In use

Takes a list of domains, detects which accessibility overlay each site runs, scans the HTML and writes an evidence file per site for outreach. Sites behind a firewall are marked as blocked.

Node · headless Chrome · static HTML only

a11y-audit

In use

Crawls a website and writes a plain-language report, plus a rescan diff showing what changed since the last run. Built on Oobee, the open-source engine from GovTech Singapore. Respects robots.txt.

Node · Oobee · axe-core · Playwright

ai-tell-check

In use

Checks a draft against our list of AI-writing patterns and reports pass or fail. Runs automatically when a draft is saved.

Python · runs as an editor hook

Free WCAG check

Live

Paste a page's HTML and get an accessibility report in plain language, with the code for each problem. The check runs in your browser and nothing is uploaded. Checking by URL is not enabled yet.

Vanilla JavaScript · zero dependencies

Accessibility toolbar

Prototype

A single script a site owner adds to their page: text size, dyslexia-friendly fonts, contrast themes, a reading guide and read-aloud. Visitor preferences are saved in the browser only.

One JavaScript file · no tracking

Also built

Sites and systems in use today

gladloop.com

Live

Our company site, with a plain-language guide to WCAG 2.1 and 2.2 and an accessibility statement.

Static HTML · Caddy on AWS

Mandate

Live

A constituency research practice for Indian political and public-affairs clients. Built on published sources only, without electoral rolls.

Static site on a subdomain · launched August 2026

Rejoying booking and payments

In production

The booking and payments system behind a counselling business. Razorpay orders are created server side and webhooks are signature verified. The confirmation email was rewritten and the database moved onto managed Postgres. Live since 17 August 2026.

React · Rails · Razorpay · Amazon SES · AWS RDS · Terraform

Concept rebuilds

Live, unlisted

Two association websites rebuilt in full, with events, careers boards and member areas. Not indexed; shared with prospects on request.

Two complete sites · one shared design system

Principles

How we work

Reports list what was not checked. An a11y-audit report includes the pages the crawler could not reach and the checks that need a human, so the client knows what is covered.

We use open-source software and public data where they exist. a11y-audit is built on Oobee from GovTech Singapore for that reason. Paid tools are used when they are the better option, and the choice is documented.

Every deliverable is reviewed by a person before it goes to a client.

Careers

Work with us

Send links to work you have done: code, writing or research. We reply to every application within a week.

Contest

Apply

Send us your work

Prefer plain email? hello@gladloop.com