# Cortexum
> “Applied AI studio in Singapore building custom AI agents, domain-specific models, and websites that sell. Web design and revamps for SMEs across SG and Malaysia.”

- Canonical entity: https://directory.readyscan.ai/entities/cortexum-q140589423
- Website listed in the source snapshot: https://cortexum.ai/
- Category: [Companies](https://directory.readyscan.ai/directory/companies)
- Machine record: https://directory.readyscan.ai/discovery/entities/cortexum-q140589423.json
- Material fingerprint: fnv1a64:7dd23a06b1b4eefa
- Entity revision: fnv1a64:4f77af4925b5a31e
- Published: 2026-10-27
- Modified: 2026-10-27

## Products & services
### [Simplify Your Business Operations](https://directory.readyscan.ai/entities/cortexum-q140589423#company-offering-content-native-digital-agencies-26aeb4c1af28d81a-offering-9d683b8b5edf516cbf2f)
“Simple systems for jobs, orders, staff updates, digital service reports, customer sign-off and daily checklists. Start with one workflow.”
[Product website](https://cortexum.ai/services/business-operations/)
Sources: https://cortexum.ai/services/business-operations/

### [Website Design & Revamp for SMEs](https://directory.readyscan.ai/entities/cortexum-q140589423#company-offering-content-native-digital-agencies-26aeb4c1af28d81a-offering-d0f98682b2d2c6592a98)
“Custom website design and revamp for small and medium businesses in Singapore and Malaysia. Conversion-focused design, AI-assisted content, lead routing to WhatsApp and email, a simple CMS, and full ownership of the finished site.”
[Product website](https://cortexum.ai/services/website-design/)
Sources: https://cortexum.ai/services/website-design/

## Questions & answers
### [How long does it take to build an AI agent?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-45cf664551bf7eb91b79)
“Two to eight weeks for most engagements. A focused single-purpose agent can be in front of users in two to three weeks; a multi-agent system with several tools, retrieval over your own data and a full evaluation suite takes longer.”
Sources: https://cortexum.ai/services/ai-agent-development/

### [Which models do you use?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-14e208fc6cd8c49f0744)
“Whichever fits the task, the latency budget and the cost ceiling. We benchmark candidates against your own evaluation set rather than a public leaderboard, and we keep the model layer swappable so a better or cheaper model can be adopted later without a rebuild.”
Sources: https://cortexum.ai/services/ai-agent-development/

### [How do you stop the agent making things up?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-f0be4d1346edbae9dfdb)
“Grounding and measurement. Answers are retrieved from your sources rather than recalled from the model, actions run through tools with validated inputs, and an evaluation harness scores every change against real cases so a regression is caught before release, not by a customer.”
Sources: https://cortexum.ai/services/ai-agent-development/

### [What happens to our data?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-b5aff93f50ff96619fb1)
“It stays yours. We work in your cloud or a tenancy you control, use providers with no-training guarantees, and can run open models on your own infrastructure where the data cannot leave the building. Data handling is agreed in writing before the project starts.”
Sources: https://cortexum.ai/services/ai-agent-development/

### [Do we actually need to train a model?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-0e50081c5bc8ded69ed7)
“Often not. Prompting and retrieval solve most problems more cheaply and are far easier to change later.”
Sources: https://cortexum.ai/services/model-training/

### [How much data do we need?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-c441ef7f9abbc01d09a2)
“Less than most teams assume, but it has to be the right data. A few hundred well-chosen, correctly labelled examples usually beat tens of thousands of noisy ones. If the data does not exist yet we help design how it will be collected and labelled.”
Sources: https://cortexum.ai/services/model-training/

### [How long does model training take?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-99d4d0f10673ecea2002)
“Four to twelve weeks. Dataset work is usually the long pole rather than the training itself, and evaluation design happens up front so there is an agreed definition of better before any run begins.”
Sources: https://cortexum.ai/services/model-training/

### [Who owns the trained model and the data?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-e56d15247adf9cacfeba)
“You do. The model weights, the datasets, the evaluation sets and the training code are yours on final payment. Training runs happen in your cloud or a tenancy you control, and your data is never used to train anything for another client.”
Sources: https://cortexum.ai/services/model-training/

### [Can it run on our own infrastructure?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-354a7fbd635222f2095e)
“Yes. We deliver quantised, deployment-ready models that can run on your servers or at the edge, which is often the point for teams in regulated industries where data cannot leave the building.”
Sources: https://cortexum.ai/services/model-training/

### [How long does a website revamp take?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-2c74fef70436f1607d40)
“Four weeks from go-ahead for a typical SME site of up to 15 pages: one week for design, one to build, one for your feedback, one to launch. The date moves only if content or feedback is slow to arrive.”
Sources: https://cortexum.ai/services/website-design/

### [How is a project priced?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-133457db65adb9a5cbb8)
“A one-time build fee, quoted after a short call once we know the page count and what needs to connect. There is no monthly platform charge, no per-feature unlock and no annual theme or plugin licence, and you own the finished site.”
Sources: https://cortexum.ai/services/website-design/

### [Do I own the website when it is finished?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-30e828fa33be3e94b0a5)
“Yes. On final payment the design, content and source code are yours to keep, modify or move to another provider. There is no proprietary platform holding your site hostage.”
Sources: https://cortexum.ai/services/website-design/

### [Can my team update the site without a developer?](https://directory.readyscan.ai/entities/cortexum-q140589423#company-answer-content-native-digital-agencies-26aeb4c1af28d81a-a-741d6ff824b34a130114)
“Yes. Every build includes a simple content management system for the pages you actually change: blog posts, promotions, downloadable PDFs and key content blocks, with logins for your staff and a walkthrough at handover.”
Sources: https://cortexum.ai/services/website-design/

## Company sources
- [Cortexum website](https://cortexum.ai/) — cortexum.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-26aeb4c1af28d81a)
- [cortexum.ai/services/ai-agent-development/](https://cortexum.ai/services/ai-agent-development/) — cortexum.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-227ef68f4d9b673e)
- [cortexum.ai/services/business-operations/](https://cortexum.ai/services/business-operations/) — cortexum.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-c11b05cf373567a5)
- [cortexum.ai/services/model-training/](https://cortexum.ai/services/model-training/) — cortexum.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-e779619bbdead612)
- [cortexum.ai/services/website-design/](https://cortexum.ai/services/website-design/) — cortexum.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-a0524d8fcec8fb42)

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