AI solutions catalog

Ref. NMD-COG-2025-01

NLP

Enterprise Knowledge Graph

Ontology design, entity resolution, and semantic retrieval across internal corpora.

Duration:

10–14 weeks

Complexity:

High

Team:

4–8 specialists

Industry:

Finance, legal, government

Deliverables: Graph schema, ingestion pipelines, search API, admin console.

SGD 68,000

Submit enquiry

Ref. NMD-COG-2025-02

Chatbot

Grounded RAG Copilot

Secure assistant with citation trails, role-based access, and PDPA-aligned logging.

Duration:

8–12 weeks

Complexity:

Medium–High

Team:

3–6 specialists

Industry:

Professional services, tech

Deliverables: Web copilot, vector store, evaluation report, runbook.

SGD 52,000

Submit enquiry

Ref. NMD-COG-2025-03

Automation

Document Intelligence Pipeline

Extract, classify, and route contracts and forms with human-in-the-loop review.

Duration:

6–10 weeks

Complexity:

Medium

Team:

3–5 specialists

Industry:

Logistics, insurance

Deliverables: OCR + NLP workflow, integration hooks, SLA dashboard.

SGD 38,000

Submit enquiry

Ref. NMD-COG-2025-04

Analytics

Model Observability Hub

Drift detection, latency tracking, and cost analytics for LLM and classical models.

Duration:

5–8 weeks

Complexity:

Medium

Team:

2–4 specialists

Industry:

Any regulated sector

Deliverables: Grafana-style views, alert rules, monthly health review.

SGD 24,000

Submit enquiry

Ref. NMD-COG-2025-05

Integration

API & SSO Integration Pack

Embed cognitive endpoints into Salesforce, ServiceNow, or custom portals with OAuth.

Duration:

4–6 weeks

Complexity:

Low–Medium

Team:

2–3 engineers

Industry:

Enterprise IT

Deliverables: REST layer, SDK samples, security review checklist.

SGD 18,500

Submit enquiry

Ref. NMD-COG-2025-06

Vision

Multimodal Perception Module

Combine document images and text in unified embedding space for inspection workflows.

Duration:

8–11 weeks

Complexity:

High

Team:

4–6 specialists

Industry:

Manufacturing, maritime

Deliverables: Vision+NLP fusion API, labelled eval set, deployment guide.

SGD 72,000

Submit enquiry

Ref. NMD-COG-2025-07

Consulting

Cognitive AI Discovery Sprint

Two-week structured assessment of use cases, data readiness, and architecture options.

Duration:

2 weeks

Complexity:

Advisory

Team:

2 consultants

Industry:

Cross-sector

Deliverables: Roadmap deck, risk register, ballpark SGD estimates.

SGD 12,000

Submit enquiry

Ref. NMD-COG-2025-08

NLP

Custom Fine-Tune Studio

Domain-adapted LLMs with private training, eval harnesses, and rollback strategy.

Duration:

12–16 weeks

Complexity:

Very high

Team:

5–10 specialists

Industry:

Healthcare admin, education (non-clinical)

Deliverables: Fine-tuned weights, benchmark report, MLOps pipeline.

SGD 145,000

Submit enquiry