Advantages worth choosing us for
We don't compete on buzzwords. Here's what distinguishes a Veldra engagement from the alternatives — in plain terms.
Back to HomeWhat you get with Veldra
Diagnostic before deployment
We assess your actual data environment before making any recommendations or starting development.
Defined milestones
Every engagement is broken into clear checkpoints — you know what's due, when, and what sign-off means.
Refinement cycles included
Multiple rounds of tuning are built into scope — not billed as extras after initial delivery.
Local market expertise
Based in KL, we understand Malaysian enterprise realities — regulatory context, workforce dynamics, and data maturity.
Handover with documentation
Deliverables come with written documentation so your team can understand, operate, and maintain what we build.
PDPA-aligned confidentiality
Your data is protected under a mutual agreement aligned to Malaysia's personal data protection regulations.
Five dimensions that matter
Professional expertise
Veldra's team brings years of focused experience in applied machine learning, natural language processing, and enterprise data integration. Our practitioners have worked across finance, logistics, healthcare administration, and professional services — which means we understand not just the models, but the operational contexts they need to serve.
- Domain experience across multiple Malaysian industries
- Practitioners, not generalists — specialists in their respective disciplines
- Continuous development through applied research and peer review
"A team that has worked in finance, logistics, and enterprise environments brings a very different instinct to problem-solving than one that has only ever worked in a research lab."
— Veldra working principle
Technology & approach
We work with modern, well-maintained toolchains rather than proprietary platforms that create dependency. Clients retain full ownership of the systems we build, and we design with integration in mind — ensuring deliverables connect naturally with existing infrastructure.
- Open-standard tooling — no vendor lock-in
- Integration-first design for CRMs, ERPs, and custom APIs
- Reproducible, version-controlled pipelines
Client service approach
We treat client relationships as partnerships, not transactions. Communication is direct and consistent — a named point of contact handles each engagement from start to finish. Concerns are addressed promptly, and we don't disappear after delivery.
- Dedicated engagement point of contact
- Regular written and verbal progress updates
- Post-delivery review included in all services
Value & pricing
Our pricing is transparent and tied to defined scope — not billable hours that expand unpredictably. You know the investment before work starts, and refinement cycles are included in the quoted price, not added as change requests.
- Fixed-scope pricing with no hidden extensions
- Refinement rounds included in base price
- Flexible scope adjustments negotiated upfront
Starting from
RM 2,100
Predictive Modelling Suite · 12-week scope
All prices include defined refinement cycles and post-delivery review
Results & outcomes
We measure outcomes against criteria agreed at the outset — not self-defined benchmarks. Our engagement model is designed so that clients walk away with a system they can evaluate, understand, and operate — not one that requires us to remain involved indefinitely.
- Success criteria documented before deployment
- Performance reporting included in all services
- Operable and maintainable by your own team
85+
Engagements delivered
6
Years in practice
4.8
Average client rating
92%
On-time delivery rate
Veldra vs typical AI providers
Not every provider approaches engagements the same way. Here's how our model differs from the more common alternatives.
| Aspect | Typical Providers | Veldra |
|---|---|---|
| Scope definition | Often vague, expands over time | Written scope before work begins |
| Pricing model | Hourly or change-order based | Fixed price per defined scope |
| Refinement cycles | Billed as additional work | Included in service price |
| Documentation | Minimal or proprietary | Full handover documentation |
| Post-delivery support | Separate retainer required | Review session included |
| Local market knowledge | Generic, offshore-adapted | KL-based, Malaysia-focused |
| Data handling | Variable, often unspecified | PDPA-aligned, NDA-backed |
What you won't find elsewhere
Pre-engagement feasibility check
Before scope is agreed, we provide an honest assessment of whether the intended AI approach is feasible given your available data. If the conditions aren't right, we say so — and explain what would need to change.
Bahasa Malaysia language support
For conversational agent engagements, we design dialogue flows that work naturally in both English and Bahasa Malaysia — important for organisations serving diverse Malaysian audiences.
Internal team knowledge transfer
We build time into every engagement to walk your team through what we've built — not as a formality, but as a genuine effort to ensure the system can be operated and eventually extended in-house.
Proportionate engagements
We work with mid-sized organisations rather than only large enterprises — which means our scopes, pricing, and communication style are calibrated for teams without dedicated AI departments or large IT functions.
Acknowledgements & milestones
MDEC Digital Transformation Partner
Recognised 2023
ISO/IEC 27001 Aligned Practices
Information security management
85+ Completed Engagements
Across Malaysia since 2019
Top SME AI Consultancy 2024
Malaysia Tech Awards — Emerging Category
Ready to see the difference?
Reach out to discuss your project. We'll give you a candid assessment of what's possible — no pressure, no sales script.
Start a Conversation