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Veremark Background Screening Automation Platform

The most complex automation system I have built. A multi-country enterprise RPA platform for Veremark (UK) β€” replacing hours of manual compliance work with fully automated, audit-ready pipelines. Built and deployed 4 production bots, a rule-based decisioning engine, a benchmarking system, and a package creation automation that reduced client onboarding from 45+ minutes to under 2 minutes.

Tech Stack

Axiom.ain8nMonday.com GraphQLLLM IntegrationAWSJavaScriptPython

01The Problem

Veremark's operations team was manually processing background screening checks across multiple countries. Each check required navigating government portals, copying data, verifying against records, and updating Monday.com β€” taking 45+ minutes per client package.

Additionally, the UK Directorship verification process required cross-referencing multiple name variants and making judgment calls β€” work that was completely manual and error-prone.

45+ min
per client package (before)
100% manual
every screening check

02The Solution

I built a multi-country enterprise RPA platform using Axiom.ai for browser automation, n8n for workflow orchestration, Monday.com GraphQL API for data sync, and LLM Integration for intelligent decisioning.

πŸ‡¦πŸ‡Ί Australian Federal Police (AFP) Check Bot
πŸ‡΅πŸ‡­ Philippines Criminal Record Check Bot
πŸ‡¬πŸ‡§ UK Directorship Verification Bot
πŸ’Ό Employment Check Automation Bot

03Build Process

1

Discovery

Mapped existing manual processes, documented edge cases, identified automation opportunities.

2

Architecture

Designed n8n workflow structure, Axiom.ai bot flows, and Monday.com data models.

3

AFP & Phil. Bots

Built and tested first two country check bots with error handling and retry logic.

4

Decisioning Engine

Implemented 6-variant name-logic algorithm for UK Directorship checks. 95/100 efficiency score.

5

Package Automation

Built the package creation system. 45 min β†’ 2 min. Ops team loved it.

6

Audit & Benchmarking

Added audit-log engine and benchmarking system for operations reporting.

04Outcomes

45+ min
< 2 min
Package Creation
0%
100%
Automated Checks
Manual
95/100
Decisioning Score
0
4
Production Bots