Language intelligence and NLP technology

// Natural Language Processing · Kuala Lumpur

Making Language Work
for Your Business

Novalith builds natural language processing systems for Malaysian organisations — from multilingual model development to structured document extraction and perception analysis across Bahasa Malaysia and English.

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+60 3-5291 8374

[email protected]

Persiaran KLCC, Kuala Lumpur

Bahasa Malaysia & English NLP

// Services

Three Ways Novalith Can Help

Each engagement is scoped to your organisation's actual language environment — your documents, your data, your terminology.

Custom Language Model Development

Tailored NLP models for specific business applications — text classification, named entity recognition, and intent detection. Covers domain data guidance, architecture selection, training, and integration support.

input: "Pelanggan tidak berpuas hati dengan perkhidmatan…"

↓ NLP Processing

output: intent=complaint, entity=service, lang=ms

Bahasa Malaysia & multilingual processing
Domain-specific data collection guidance
Integration support included

From RM 9,000 Enquire →

Sentiment & Text Analysis Platform

Sentiment analysis and text mining tools that process customer feedback, social media content, and internal communications. Includes data pipeline setup, local language calibration, and a structured reporting interface.

input: "Great service but the wait was too long"

↓ Sentiment Pipeline

output: sentiment=mixed, score=+0.42, topic=wait_time

Calibrated for Malaysian language nuances
Full data pipeline setup and delivery
Structured reporting interface included

From RM 5,500 Enquire →

Document Understanding & Extraction

AI-powered document processing that extracts structured information from contracts, invoices, and regulatory filings. Covers template analysis, extraction model training, and integration with existing workflows.

input: contract_invoice_032026.pdf (12 pages)

↓ Extraction Model

output: amount=RM 42,500, due=2026-04-15, party=Vendor A

Contracts, invoices & regulatory filings
Extraction model training from your templates
Integrates with existing document workflows

From RM 4,200 Enquire →

// Let's talk

Ready to put language to work?

We'd welcome the opportunity to understand your organisation's language challenges. No obligation — simply a thoughtful conversation about what structured NLP might look like in your context.

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+60 3-5291 8374 [email protected]

// Why Novalith

Built for the Malaysian Language Environment

Processing language in Malaysia means navigating Bahasa Malaysia, English, and the blended registers that exist between them — we build for that from the start.

Domain-Specific Training

Models trained on vocabulary and patterns from your industry, not generic corpora. Results are meaningfully better for specialised use cases.

Multilingual by Design

Bahasa Malaysia, English, and code-switching are treated as core requirements — not afterthoughts to bolt on once the system is built.

Integration Support Included

Every project includes integration work. We connect NLP outputs to your existing systems rather than handing you a model that sits in isolation.

Calibrated to Your Data

We work with your actual documents, feedback, and communications. Calibration continues until the system performs reliably in your environment.

Privacy-Conscious Approach

Data handling is discussed and agreed at the start of every engagement. We support on-premise deployment where data sensitivity requires it.

Clear, Direct Communication

We explain what we're building and why in plain language. You'll understand the system well enough to evaluate it — and ask us to change it.

// FAQ

Frequently Asked Questions

What types of organisations does Novalith typically work with?

We work with a range of organisations — technology companies, financial services firms, government-linked bodies, and regional enterprises. Our focus is on any organisation that handles meaningful volumes of text and wants to process it more systematically.

Can your models handle Bahasa Malaysia alongside English?

Yes. Multilingual processing — including Bahasa Malaysia, English, and the code-switching common in Malaysian communications — is central to our work. We approach this as a design requirement from day one rather than an add-on.

How long does a typical project take from start to delivery?

Timelines vary based on scope and data readiness. A document extraction implementation might be completed in six to ten weeks. A custom language model with domain-specific training typically runs ten to sixteen weeks. We discuss realistic timelines during the scoping phase.

Do I need to have my own training data ready?

Not necessarily. If you have relevant data, we'll help you structure and use it well. If your data is limited, we provide domain-specific data collection guidance as part of the project scope. Working through data questions early leads to better outcomes.

Will the NLP system connect with our current platforms?

Integration support is included in every project scope. We understand your existing technical environment first and build so that the NLP solution connects with your current systems — whether that's a CRM, document management platform, or custom infrastructure.

What ongoing support is available after delivery?

We discuss maintenance options as part of every project. Language data evolves over time and models may need recalibration as your vocabulary or use cases shift. We offer structured maintenance arrangements so your NLP systems continue performing as intended.

// Location

Find Us in Kuala Lumpur

27 Persiaran KLCC, 50088 Kuala Lumpur, Malaysia

// Contact

Get in Touch

We read every enquiry carefully and respond within one to two working days.

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