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Verzetron Games Publishing
Verzetron Pte Ltd · Singapore

AI that ships into
the work itself.

We build surgical, custom AI and machine-vision systems for the workflows a business actually runs on, orchestrated by Hakkeshift, our agentic framework. AI-first in execution. Business-first in intent.

See it in motion How Hakkeshift works
About Verzetron

A pragmatic AI firm. Your business first. The technology second.

Verzetron Pte Ltd is a Singapore-based technology firm building bespoke AI solutions and custom software for companies that need more than an off-the-shelf tool. We don't sell a platform and hope it fits. We start from the workflow you're trying to fix and engineer precisely around it.

Founded and operated by Ronnie Tan, with two decades scaling and running products at genuine commercial scale, Verzetron pairs AI as the delivery mechanism with operator judgment as the product. The result is software that behaves like it was built by someone who has actually shipped.

Machine vision, autonomous agents, intelligent automation, deployed where they move a real number, and nowhere they don't.

Our Approach

Powered by Hakkeshift

Hakkeshift is our proprietary agentic framework. It orchestrates specialized AI agents into a supervised assembly line: each agent owns one job, the framework routes work between them, and hard guardrails keep the whole system inside the lines. It's how one operator ships the output of a team.

01

Business first

We scope to the commercial outcome, not the technology stack. If a spreadsheet solves it, we say so. AI shows up where it earns its place.

02

Orchestrated agents

Specialized agents (vision, language, retrieval, action) are composed and supervised by Hakkeshift, so complex workflows run reliably instead of one giant fragile prompt.

03

Guardrails, not hope

Policy limits and escalation rules are enforced by the system, not left to the model. What an agent may do, grant, or hand to a human is decided up front.

BespokeEvery system built to the client's workflow
Whatever fitsVision, transcription, automation and more
1 operatorThe output of a full team
A sample of what we build

These systems, in production

SITE CUSTOMIZATIONS + GEN AI

Swap Surfaces

See it on your wall before you buy. Customers pick a finish; our AI renders it photorealistically into their own room in seconds, turning a tile catalogue into a live visualiser that closes the sale.

  • Instant, photoreal product-in-context previews from a single image
  • Swap surfaces, finishes and materials with one tap
  • Built for local retailers, showrooms and trades, no design team required
Hakkeshift agents: vision segmentation → material transfer → render QA
MACHINE VISION + REAL-TIME VIDEO ANALYTICS

Verzevision

Point it at any camera feed and it starts counting. Verzevision detects, tracks and measures people and objects in real time (footfall, line-crossings, dwell, traffic flow), then turns raw frames into decisions.

  • Live object & person detection with per-frame confidence
  • Line-crossing counts, occupancy and directional traffic flow
  • Spatial & behavioural insight for retail, transport and operations
Hakkeshift agents: detection → tracking → behavioural analysis
MEETING INTELLIGENCE

MeetingBot

A transcription bot that joins the call on Zoom, Google Meet or Teams, and writes as people speak. Live transcript, speaker labels, on-the-fly translation, and an AI summary in your inbox before the room clears.

  • Multi-platform: Zoom, Google Meet & Microsoft Teams
  • Real-time transcription with speaker diarisation
  • Live translation across languages, plus auto-generated summaries & action items
Hakkeshift agents: capture → diarise → translate → summarise
PERSONAL ASSISTANT

Eevvi

Just ask. Eevvi reads your inbox and tells you what actually matters, watches your calendar, and books, moves and manages your day from plain language. An assistant that does the admin instead of listing it.

  • Intelligent inbox triage: priorities surfaced, noise filtered
  • Natural-language calendar & schedule management
  • Takes action across your connected accounts, not just reminders
Hakkeshift agents: inbox reasoning → calendar actions → tool execution
No call required. No obligation.

Tell us what you're trying to fix

Describe the workflow, the bottleneck, or the idea. We'll come back with a specific read on whether AI is the right tool, what it would take to build, and what to do next. A real reply within 3 business days. No pitch, no call unless you want one.

Thanks, we'll respond within 3 business days.

Singapore · verzetron.com