No API? No problem. We instruct an AI on your exact workflow — it watches the screen, clicks, types, verifies, and finishes the job in a real browser. Built for the complex, custom software everyone else gives up on.
The most productive automation isn't another brittle integration — it's an intelligent agent doing the task the way a person would: with vision, a mouse, and a keyboard. Our claim is simple: anything a human can do behind a computer, we can automate — browser workflows, phone calls in and out, emails, any type of outreach.
Legacy portals, government systems, enterprise ATSs, internal tools with no API — if a person can operate it in a browser, the agent can too.
We sit with you, map your workflow step by step, and write it as instructions the agent follows — your rules, your exceptions, your edge cases.
When the software updates its layout, a script dies — a vision agent just reads the new screen and carries on, because it never depended on the old one.
You never write code. You explain the job the way you'd train a new hire — we handle everything else.
A free audit where we watch how the work is done today and write down every step, rule, and exception.
Your workflow becomes an agent playbook — instructions, guardrails, and truthful-data rules the AI must follow.
The agent runs in an isolated cloud browser, drafts-first, with every step screenshotted — you review before anything real is sent.
Once you approve, it runs the workflow again and again — overnight, in parallel, without the sick days.
One agent, one phone line, and the same booking screens your staff already use. It answers the call, works the browser, and closes the loop — booking rooms, changing or cancelling reservations, answering questions, sending confirmations.
Swap "hotel" for any front desk, clinic, agency, or ops team: the pattern is the same — the agent takes the conversation, drives your software, and finishes the follow-up, 24/7.
Enterprise application portals are deliberately hostile to automation — multi-step accounts, email verification, screening logic, uploads. Ours went through them end to end, for real.
Three real job applications submitted end-to-end by the agent — account creation to confirmation screen — on the three biggest enterprise ATS platforms:
Our application agent firsthello.ca automates the job & housing application grind for real users — the production proof that this approach holds up outside the lab.
The best fits are high-volume, rule-based, and stuck in software nobody can integrate with.
Applications, registrations, filings, and claims pushed through government or enterprise portals — hundreds at a time, each one verified.
Moving records between systems that don't talk to each other — the agent reads from one screen and types into the other, without integration projects.
Creating accounts, completing multi-step onboarding, handling email verification codes automatically along the way.
The agent answers your phone line or makes the calls, then does the follow-up work in the browser and sends the emails — the whole loop, not just the conversation.
Logging into dashboards that have no export API, navigating to the right view, and pulling the numbers on schedule.
Custom software only three people know how to operate? We instruct the agent on it exactly the way you'd train the fourth.
These aren't afterthoughts — they're rules built into the engine, proven in the runs above.
The agent pauses before anything irreversible — a submission, a payment, a message — and waits for a human yes.
The agent only uses data you gave it — if a form asks something it doesn't know, it stops and asks instead of guessing.
Every step is logged and screenshotted — you can replay exactly what the agent saw and did on any run.
Runs happen in disposable cloud desktops (E2B), separated from your machines and destroyed after the job.
Describe the browser work your team does on repeat — we'll tell you within 24h whether the agent can take it, and prove it on your real workflow before you pay anything.