Cognoscent / AI
AI research workspace

[ Singapore · Applied AI ]

Careful thinking
applied to your
AI challenges

Cognoscent works with organisations in Singapore and the region on structured AI engagements — from knowledge extraction to independent technical review. No shortcuts. No noise. Considered work.

Frasers Tower, Singapore

Three distinct service lines

Each engagement scoped with care

Fixed-price, fixed-scope

§ Our Services

Three ways we work with you

Each service line represents a different point of entry for organisations navigating AI adoption. The scope, timeline, and deliverables are defined upfront.

AI Knowledge Extraction

AI Knowledge Extraction

Transforms scattered institutional knowledge — documents, emails, wikis — into structured, queryable assets. Source inventory, entity mapping, and pipeline documentation included.

  • Source inventory & analysis
  • Entity & relationship mapping
  • Structured output & quality metrics
SGD 620 · 3–5 weeks Enquire
Reinforcement Learning

RL Environment Design

Architecture and development of simulation environments for reinforcement learning — logistics, scheduling, pricing, or system control. Reward function design and agent training included.

  • Problem formulation & modelling
  • Agent training & policy evaluation
  • Validation against real-world constraints
SGD 1,900 · 8–12 weeks Enquire
AI Due Diligence

AI Technical Due Diligence

An independent review for investors, acquirers, or leadership evaluating AI capabilities. Model architecture, data assets, technical debt, team capability, and IP — reviewed objectively.

  • Model & data asset review
  • Risk ratings & mitigation report
  • Scalability & IP assessment
SGD 2,250 · 2–4 weeks Enquire

All engagements include written deliverables

SGD pricing, inclusive

Documentation on assumptions and limitations provided

§ Why Cognoscent

What distinguishes a considered engagement

Written-first deliverables

Every engagement closes with clear documentation — not slides you won't revisit, but structured reports with reasoning, assumptions, and limitations stated plainly.

Independent perspective

No vendor relationships or platform commissions. When reviewing AI assets or designing systems, the recommendations reflect what the work shows — nothing else.

Defined scope from day one

Fixed-price, fixed-scope engagements with timeline ranges stated upfront. You know what you're commissioning and what you'll receive before work begins.

Technical depth without jargon

The work is technically rigorous, but the communication is clear. Reports are written to be useful to decision-makers, not just to practitioners.

Singapore-based, regionally fluent

Located at Frasers Tower, Cecil Street. Familiar with the regulatory context, enterprise landscape, and AI adoption patterns across Singapore and Southeast Asia.

Honest about what takes time

Timeline ranges reflect real complexity. Engagements are not compressed to meet an arbitrary deadline — they run as long as the work requires, within the stated range.

§ Let's talk

Have a particular AI challenge in mind?

Tell us what you're working with and we'll indicate which engagement — if any — is a reasonable fit. No obligation to proceed.

§ Frequently Asked

Questions we hear often

What does a fixed-scope engagement actually mean?

The deliverables and timeline range are defined before the engagement begins. The price you see is the price you pay. If the scope changes at your request, that is discussed and agreed in writing before any additional work proceeds.

How do I know which service is right for my situation?

The easiest way is to describe your situation through the contact form. We'll read it carefully and indicate whether one of the three service lines is a sensible fit, or whether the work you're describing sits outside our scope. There's no sales process — just an honest response.

Is the AI Technical Due Diligence service confidential?

Yes. All engagements are subject to a mutual non-disclosure agreement prior to any substantive work or information sharing. This is standard practice and is not something you need to request separately.

Do you work with companies outside Singapore?

We are Singapore-based and most comfortable with engagements where the primary team or assets are in Singapore or Southeast Asia. We occasionally work with regional offices of larger organisations. If you're outside the region, enquire and we'll give you an honest view of whether we're a good fit.

What kind of organisations do you typically work with?

Enterprise teams building internal AI capabilities, investment and corporate development teams evaluating AI assets, and technology companies refining decision-making systems. The common thread is organisations taking AI seriously enough to want careful, documented work rather than a quick output.

What happens after an engagement concludes?

You receive the agreed deliverables. There is no ongoing retainer or subscription unless you choose to commission further work. The documentation you receive is designed to be self-contained and actionable without requiring continued involvement from us.

§ Location

Find us at Frasers Tower

182 Cecil Street, #17-01, Frasers Tower, Singapore 069547

§ Contact

Get in touch

Contact details

Address

182 Cecil Street, #17-01
Frasers Tower
Singapore 069547

Office hours

Monday – Friday: 9:00 AM – 6:00 PM SGT
Saturday: By appointment
Sunday: Closed

[ Note ]

For enquiries about a specific service, please mention which one in your message. This helps us respond with relevant information without unnecessary back-and-forth.

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