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Process automation & AI · Singapore

From macros to models. Automation that keeps up.

For over a decade we have automated the manual work inside banks and businesses. Now we build AI into those same workflows: reading documents, answering questions and checking work, safely and inside your existing systems.

Discuss a project → See AI services
Simple. Fewer manual stepsSwift. Weeks, not quartersSecure. Built for compliance
daily_reconciliation3 generations
Host-On-Demand macro 
screen "ACCT INQUIRY" → input acct_no
wait "STATUS" → extract rows 6–22
Excel VBA + MS Access 
For Each r In rs.Records
  Match r.Ref, ledger → flag breaks
Next  ' 4 hrs → 6 min
AI assistant 
"Explain the 3 breaks above and draft
 the follow-up email to Ops."
→ cites source rows · logged for audit

Services

One team for the whole automation path

Start with a quick macro or go straight to an AI build. We work with the tools you already have and add only what you need.

New

AI Development

Practical AI for real business processes. We scope a narrow use case, prove it on your data, then integrate it with your spreadsheets, databases and APIs, with the controls your auditors expect.

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  • AI assistants & RAGChat assistants that answer from your policies, procedures and product data, with sources cited.
  • Document & data extractionTurn PDFs, emails and forms into clean structured data for Excel, Access or your core system.
  • AI-enhanced automationAdd AI steps to existing VBA, Access and API workflows: classify, summarise, flag exceptions.
  • AI governance & testingEvaluate accuracy, bias and data leakage. AI-assisted API security testing. Aligned to Singapore's Model AI Governance Framework.

Since 2015

Macro Development

Automate data entry, data crunching and reporting. Deep experience with financial-institution processes where IT resources are tight.

Excel / Access VBA · QlikView · IBM EHLLAPI · Host-On-Demand

Product

Visitor Management System

QR-code visitor registration for commercial and residential buildings. Custom declaration forms, quick to deploy, easy for guards and visitors.

Try the VMS demo ↗

Bespoke

Software Customisation

Custom web applications and APIs built around your processes and policies, from consultation to deployment.

.NET · Python · REST APIs · SQL

How an AI project runs

Small, provable steps

No large upfront commitment. Each stage ends with something you can see and decide on.

  1. Discover

    Map the process, the data and the risks. Pick one use case with a clear time or cost saving.

  2. Prototype

    A working proof of concept on sample data within weeks, measured against your own test cases.

  3. Integrate

    Connect to Excel, Access, databases or APIs. Add logging, access control and human review where it matters.

  4. Govern & support

    Document, hand over and monitor. Re-test when models, data or regulations change.

Track record

Ten years of automation, mainly in financial services

Tools we work in

Excel VBAMS AccessQlikViewIBM EHLLAPIHost-On-Demand.NET web appsREST APIsSQLPythonLLM APIsRAG pipelinesAI evaluation

Systems we have built

  • Container Tracking System Logistics
  • Sales Order Management System Distribution
  • Purchase Order Management System Distribution
  • API event consumers & reconciliation tools Banking
  • Visitor Management System Property
We know the legacy

AI only helps if it fits the systems you run today. We have automated green screens, spreadsheets and databases for years.

Risk-aware by default

Background in IT risk management and compliance. Security and audit trails are designed in, not added later.

Current in AI

Ongoing graduate-level AI work keeps our methods up to date on LLMs, retrieval and trustworthy AI.

Contact

Tell us about the process you want to fix

Describe the manual task, how often it runs and the systems involved. We will reply with a suggested approach and estimate.

Macrowerkz Pte Ltd UEN 201509939R · Singapore