Portal navigation
Log into vendor portals, carrier systems and internal web apps that lack APIs, and work through them step by step.
Services
Browser & Computer-Use Agents
Automate the portals and tools that have no API
Many repetitive tasks live in web portals, dashboards and legacy tools that can't be integrated any other way. Browser and computer-use agents work through the interface itself — logging in, navigating, entering data and pulling reports — with a person in the loop where judgement or verification is needed.
- Works with web portals and tools that have no API
- Runs in isolated browser or virtual-machine environments
- Form filling, data entry, report extraction and admin tasks
- Hands CAPTCHAs, MFA and edge cases to a person
- Step logs and screenshots for every run
What this engagement covers
Scoped to your situation — we start with what you already have rather than a fixed package.
Data entry & migration
Move records between systems that were never meant to talk to each other, with validation before anything is committed.
Form filling & document entry
Read PDFs, invoices and forms, then key the data into the target system and check it against your rules.
Isolated environments
Runs in a separate browser profile, container or virtual machine, away from your team's own machines.
Human-in-the-loop escalation
CAPTCHAs, MFA prompts and unusual cases are passed to your team with context, rather than guessed at.
Run logging
Each step can be recorded with screenshots, so you can check what the agent did and trace any failure.
Small first, then scale what works
Six stages, with a decision point after the pilot. Nothing grows until it has shown value.
01
Workflow Audit
Understand the current manual process, systems, users, inputs and outputs.
02
Architecture
Choose the smallest practical automation architecture.
03
Pilot
Build one usable workflow.
04
Integration
Connect APIs, browser workflows, internal tools, databases, AI models or third-party systems.
05
Validation
Test reliability, edge cases, user approval and expected output.
06
Scale
Expand only after the pilot demonstrates value.
What you get
- Agent configured for your target portal or tool
- Isolated runtime environment
- Human approval and notification workflow
- Run logs and a runbook for when the target site changes
Tools we reach for
Chosen per project, not per habit. If your team already runs something that works, we build on it.
- Playwright
- Python
- Docker
- Claude
- OpenAI
- Fine-tuned action models
FAQ
Browser & Computer-Use Agents — common questions
Often, yes. It works through the visual interface the way a person would. Browser automation is more fragile than an API when a site changes its layout, so we add monitoring and a human fallback, and we use an API whenever one exists.
Other things we build
Have a workflow in mind?
Tell us about the process. We'll review it and suggest the most practical next step.