Applied AI Studio

We build the AI agents and models behind ambitious products.

We are a boutique studio crafting custom AI agents, domain-specific models, and the software around them.

Two hands reaching toward each other
What we do

We partner with teams who need real AI capability to empower their business. Every engagement pairs research-grade model work with the engineering to ship it, so what we build actually runs in your product.

Why AI, why now

AI has stopped being a bet on the future. It's how competitive businesses run today.

The question is no longer whether to adopt AI, but how deliberately you do it. Done well, it compounds, freeing your people, sharpening your decisions, and widening the gap between you and everyone still doing it by hand.

Driving down an open road toward mountains
01

Speed becomes a habit

Work that used to take a team days, research, drafting, analysis, support, collapses into minutes, so your people spend their time on judgment, not busywork.

02

Scale without adding headcount

Well-built agents handle the repetitive volume around the clock, letting a small team operate like a much larger one.

03

Your data becomes an edge

The knowledge already sitting in your business, documents, tickets, transactions, turns into models and assistants no competitor can copy.

04

The gap is widening

Your customers and rivals are already adopting it. Every quarter you wait, catching up gets more expensive and the lead in front of you gets longer.

Services

Deep AI capability, engineered to ship.

Neural network diagram
01

Custom AI Agent Development

2–8 weeks Project-based

We design and build production AI agents around your real workflows, planning, tool use, memory, and guardrails included. From a single focused assistant to multi-agent systems, we own the whole loop: architecture, evals, and the integration work to put them in front of users.

Agent architecture & tool/function design
Retrieval, memory & context engineering
Evaluation harnesses and safety guardrails
Integration into your product and infra
02

Domain-Specific Model Training

4–12 weeks Retainer available

When off-the-shelf models fall short, we fine-tune and train for your domain, finance, legal, logistics, oil & gas, or something more specialised. We build the datasets, run the training, and hold the work to evaluation criteria that reflect how it will actually be used.

Dataset design, curation & labelling strategy
Fine-tuning, distillation & continued pretraining
Domain-specific evaluation & benchmarking
Deployment-ready, quantised model delivery
03

Web & App Development

3–10 weeks Project or retainer

AI is only useful once people can use it. We build the surfaces around your models and agents, web apps, dashboards, APIs, and the infrastructure underneath, with the same team that built the intelligence, so nothing gets lost in translation.

Web apps, dashboards & internal tools
APIs, backends & data pipelines
Cloud deployment & observability
Design and front-end engineering
04

Advisory & Team Enablement

1–3 days On-site or remote

For teams building in-house, we run intensive workshops and embedded advisory, from architecture reviews to hands-on sessions on building, evaluating, and shipping agents and models responsibly.

1–3 day hands-on workshops
Architecture & evaluation reviews
Embedded technical advisory
On-site or remote engagements

How we work

01

Discover

We map the problem, your data, and what success actually looks like before writing a line of code.

02

Prototype

A working proof-of-concept fast, so we can measure what matters and de-risk the hard parts early.

03

Build

Production engineering, evaluation, and hardening, with you in the loop the whole way.

04

Deploy

We ship into your infrastructure and stay on for monitoring, tuning, and support.

About

A small studio for serious AI work.

Cortexum is a Singapore-based studio building custom AI agents, domain-specific models, and the software that carries them into production.

We stay deliberately small. Every project is run by the senior people who do the work, no layers, no handoffs. That means research-grade modelling and production engineering under one roof, moving at the pace a small team can.

We work with founders, enterprises, and public-sector teams who need AI that holds up in the real world, measured, auditable, and built to last beyond the demo.

Attention grid
Contact

Let's build something.

Tell us what you're working on. We'll get back within two business days.

Studio
Cortexum AI Pte Ltd · Singapore