Custom AI · One-North, Singapore

Forge intelligence tailored to your business.

IntellectForge is an AI product engineering studio. We craft custom models, ship MVPs fast and harden them for production — the digital workshop where your intelligence gets built, tested and deployed.

Forge your AI View packages

120+AI products shipped

6 wkTypical MVP cycle

PDPAAligned builds

Digital forge metaphor showing AI intelligence being crafted and assembled

BUILD · TEST · SHIP

Custom AI MVP Scale Deploy

Forge packages

Pick your build tier

Four structured packages — from a focused MVP sprint to a full production AI platform. All prices in SGD, scoped to your team and timeline.

Tier / MVP

MVP Forge

SGD 18,000 / from

Validate your AI idea with a working prototype in six weeks — model, interface and demo-ready deliverables.

Problem scoping workshop
Core model + API
Demo UI shell

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Tier / Model

Model Engineering

SGD 45,000 / from

Custom model architecture, fine-tuning and evaluation — built for your data and domain requirements.

Architecture design
Fine-tune & benchmark
Evaluation report

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Tier / Product

Product AI Build

SGD 85,000 / from

End-to-end AI product — model, backend, frontend and integration with your existing systems.

Full-stack AI product
User acceptance testing
Handover documentation

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Tier / Scale

Scale & Deploy

SGD 120,000 / from

Production hardening, MLOps pipeline, monitoring and APAC-ready deployment infrastructure.

CI/CD for models
Observability stack
Managed rollout

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What we need to start forging

ProblemClear use case

DataSample or access

TeamProduct owner

TimelineTarget launch

BudgetSGD range

The forge process

Five steps from brief to production

Every engagement follows the same disciplined craft cycle — transparent, iterative and built for product teams who need to ship.

Discover

Workshop your problem space, data landscape and success metrics with our product and ML leads.

Design

Blueprint the model architecture, data pipeline and product interface before a single line of code.

Build

Sprint-based development — model training, API layer and UI built in parallel with weekly demos.

Validate

Benchmark against your KPIs, run user testing and iterate until the product meets acceptance criteria.

Deploy

Ship to production with monitoring, documentation and a handover plan your team can operate.

What we forge

Core services

Service 01

Custom AI Development

Bespoke models and AI systems engineered for your domain — from LLM integrations to computer vision pipelines tailored to Singapore enterprise and SME needs.

Service 02

MVP Building

Rapid prototype sprints that turn hypotheses into demo-ready AI products — ideal for startups and innovation teams validating ideas with stakeholders.

Service 03

Model Engineering

Fine-tuning, RAG architecture, evaluation frameworks and performance optimisation — the technical depth behind reliable AI products.

Service 04

Scale & Deploy

MLOps, production infrastructure and ongoing model monitoring so your AI survives real traffic across APAC regions.

Client voices

Forged and shipped

"THEY TOOK OUR ROUGH CONCEPT AND FORGED A WORKING MVP IN FIVE WEEKS — OUR INVESTORS SAW A LIVE DEMO, NOT A DECK."

— Priya N., Head of Product, FinTech Startup, Singapore

"MODEL ENGINEERING WAS SURGICAL — ACCURACY UP 34 POINTS AND THE HANDOVER DOCS LET OUR TEAM RUN IT DAY ONE."

— Marcus T., CTO, Logistics Platform, APAC

"FROM BLUEPRINT TO PRODUCTION DEPLOY IN TWELVE WEEKS. THE FORGE PROCESS KEPT EVERY STAKEHOLDER ALIGNED."

— Elena W., Innovation Lead, Enterprise Retail Group

Ready to forge your AI?

Tell us what you want to build. Our One-North engineering team scopes every enquiry within one business day.

Start the forge

Built for product teams

IntellectForge works alongside your product managers, engineers and designers — not around them. Weekly demos, shared repos and clear acceptance criteria mean you stay in control from discovery through deploy.