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AI and Automation

AI Form Filling Automation

Automate web and PDF form completion across portals and back office tools.

Overview

What we deliver

We build AI agents and scripted bots that fill recurring forms across portals, vendor sites, and internal tools using your source data.

Form filling is a heavy hidden cost in operations, compliance, and sales. We design automation that completes repetitive forms across web portals, PDF documents, and internal applications. Our agents read source data from spreadsheets, CRMs, databases, or upstream emails, map fields with rules and language models, and submit forms with validation. We handle logins, multi step flows, file uploads, and common captcha patterns where lawful. Each run is logged with screenshots and structured outputs so you can audit what was submitted and when. We add review steps for high risk forms and full autonomy for low risk ones. The system works with vendor onboarding, KYC, tender portals, insurance applications, government filings, and back office tasks. Your team gets hours back each week and a reliable record of what was done.

Fit Check

Built for teams like yours

Who it's for

  • Compliance teams
  • Procurement teams
  • Insurance brokers
  • Legal operations
  • Back office leads

Pain points we solve

  • Hours lost to repetitive form completion
  • Errors from manual data re entry
  • Missed deadlines on portal submissions
  • No audit trail for submitted forms
  • Staff bottlenecks on routine paperwork
What's included

Capabilities

Everything we cover in this engagement.

  • Web portal automation with browser agents
  • PDF form filling and flattening
  • Field mapping from CRM and spreadsheets
  • Login and multi step flow handling
  • Validation and pre submission checks
  • Screenshot and submission logging
  • Human in the loop review steps
  • Scheduling and queue management
How we work

Our process

A clear, predictable path from kickoff to outcomes.

01

Process review

We map current form workflows and source data.

02

Design

We define field mappings, controls, and review points.

03

Build

We develop and test the automation in a sandbox.

04

Pilot

We run live submissions with oversight and tune logic.

05

Operate

We monitor, maintain, and update for portal changes.

What you get

Deliverables & outcomes

What you get

  • Form filling automation
  • Source data connectors
  • Review and approval interface
  • Submission log with screenshots
  • Error handling and alerts
  • Operating documentation

Outcomes you can expect

  • Lower manual hours on form work
  • Higher submission accuracy
  • Faster turnaround on filings
  • Clear audit trail per submission
  • More capacity for higher value work
Timeline

3 to 6 weeks

Engagement

Monthly retainer, Project, Sprint

Tools we use

Playwright, Browser Use, n8n, Python, OpenAI

KPIs we track

Forms processed per day, error rate, time per form, exception rate, on time submission rate

Client stories

What clients say

"

Two weeks before our seed round we still did not have a defensible model. Their fractional CFO rebuilt our three-statement forecast, pressure-tested the assumptions, and walked me through every line before the partner meeting. We closed 1.4M on the terms we wanted. The investor specifically called out how clean the financials looked compared to the last five decks she had seen.

Hannah B.
"

Our SDRs were spending two hours a day copying lead data between Salesforce, Outreach, and a Google Sheet nobody owned. They mapped the whole flow, stitched it together in n8n, and added a dedupe step we did not even know we needed. Got 38 hours a week back across the team. The SDRs were the ones who pushed to expand it further.

Rebecca F.
FAQ

Frequently asked questions

Quick answers to the questions we hear most.

Will this work on portals that change often?
Yes. We build resilient selectors and monitor for changes, with quick fixes included in support.
Can a person review before submission?
Yes. We add review steps for sensitive forms and allow full automation for low risk ones.
Do you handle PDFs and web forms?
Both. We support fillable PDFs, scanned PDFs with OCR, and standard web form flows.
Is it secure with logins?
Yes. Credentials are stored in encrypted vaults and accessed only at runtime.
What happens on failure?
The system retries, logs the issue, and alerts your team with the context to resolve it.

Tired of filling the same forms each week?

We will design an automation that fits your portals and source data.