Considered
AI Engineering
for Organisations
Sovanta builds practical AI systems — content classifiers, voice interfaces, and data quality frameworks — crafted with care for teams in Malaysia and the region.
Three Core Services
Each engagement is scoped and delivered with a defined timeline — no open-ended retainers, no ambiguity.
8 weeks · RM 2,500
Content Classification Engine
Automated systems that sort documents, articles, images, or products into structured taxonomies. Includes taxonomy design, training data preparation, and multi-label model development.
- Taxonomy design consultation
- Training data preparation
- Multi-label classification model
- Suited for media, e-commerce, KM teams
10 weeks · RM 3,900
Voice Interface Design
Architecture and development of voice-activated features — wake-word detection, intent parsing, and response generation — integrated with your existing backend systems.
- User journey mapping for voice
- Natural language understanding setup
- Backend integration included
- Designed for hands-free experiences
3 weeks · RM 900
Data Quality Assessment
A thorough audit of your datasets covering completeness, consistency, accuracy, and fitness for ML applications — with a prioritised remediation plan.
- Dataset completeness audit
- ML fitness evaluation
- Detailed written report
- Prioritised remediation plan
What Sets Our Work Apart
Defined Scope
Every engagement has a clear deliverable and a fixed timeline. You know what you are getting before work begins.
Local Context
Based in Kuala Lumpur, Sovanta understands the data environments, regulatory considerations, and operational realities of Malaysian organisations.
Practical Implementation
Work integrates with your existing stack — no vendor lock-in, no unnecessary complexity, and no pressure to adopt unrelated tools.
Data Responsibility
Handling training data and sensitive datasets with discretion and adherence to applicable data protection standards.
Open Communication
Progress updates at each milestone. No jargon in client communications — plain explanations of what has been built and why.
Knowledge Transfer
Deliverables include documentation and a handover session so your internal team can maintain and extend what Sovanta builds.
A well-scoped AI project starts with a single conversation.
Reach out to discuss your data challenges. We will suggest the most appropriate starting point — with no obligation attached.
Frequently Asked
What does an engagement with Sovanta look like?
Each project begins with a scoping call where we clarify your requirements, data environment, and constraints. From there, we produce a written brief and timeline before any work begins. Throughout the engagement, you receive milestone updates and have a direct communication channel with the team.
Do I need to prepare data before contacting you?
Not at all. The Data Quality Assessment service is specifically designed to evaluate what you have and identify gaps before development starts. For classification or voice projects, we discuss data availability during scoping and plan accordingly.
Will the delivered systems work with our existing software?
Integration requirements are discussed during scoping. Sovanta builds systems with documented APIs and standard integration patterns — we adapt to your infrastructure rather than asking you to adopt a new platform.
How are project prices determined?
The prices listed on this site are the base engagement fees for each service as described. If your project involves non-standard complexity, larger datasets, or extended integrations, we discuss this transparently and agree a figure before work begins. There are no hidden charges.
How do you handle the data we share with you?
All data shared during an engagement is treated with strict confidentiality. We sign an NDA upon request, store data securely, and delete or return data at the end of the project. We follow applicable Malaysian data protection requirements and do not use client data for any purpose outside the agreed scope.
Can a smaller team or startup engage Sovanta?
Yes. The Data Quality Assessment at RM 900 is an accessible entry point for early-stage teams who want to understand whether their data is ready for AI development. Sovanta works with organisations of varying sizes — the primary criterion is whether the project is well-defined and we are the right fit to deliver it.
Our Location
19 Jalan Pinang, 50450 Kuala Lumpur, Malaysia
Get in Touch
Contact Details
TELEPHONE
+60 3-8293 5174ADDRESS
19 Jalan Pinang
50450 Kuala Lumpur
Malaysia
WORKING HOURS
Monday – Friday: 9:00 AM – 6:00 PM
Saturday: 10:00 AM – 2:00 PM
Sunday & Public Holidays: Closed