Structured intelligence for real operational needs
Each solution is designed as a complete engagement — with defined scope, clear process steps, and deliverables your team can operate independently.
Back to HomeHow Veldra approaches every engagement
Discovery
We examine your data landscape, operational context, and objectives — before any development commitment is made.
Scoping
We document exactly what will be built, what success looks like, and what's outside scope — agreed in writing.
Development
Build, test, and refine — with regular check-ins and at least two rounds of structured adjustment included.
Handover
Documented delivery with knowledge transfer, post-deployment review, and any agreed support window.
Predictive Modelling Suite
Designed for businesses looking to harness pattern recognition within their datasets. Covers consultation, model architecture design, training, and deployment — with three rounds of refinement included and a post-deployment review session. Suitable for anticipating market trends, customer behaviour, or operational bottlenecks.
Key Benefits
- Understand operational patterns before they become problems
- Data-informed planning across teams
- Reusable model infrastructure for future questions
Process Steps
- 1.Data landscape consultation
- 2.Model architecture design
- 3.Training & evaluation
- 4.Deployment & review
Conversational Agent Development
End-to-end design and deployment of intelligent chat interfaces for customer support, internal knowledge retrieval, or guided onboarding flows. Begins with dialogue mapping workshops, proceeds through NLU configuration, and concludes with platform integration. Includes 30 days of post-launch tuning support.
Key Benefits
- Consistent, context-aware digital interactions at scale
- Reduced load on human support teams
- Bilingual capability in English and Bahasa Malaysia
Process Steps
- 1.Dialogue mapping workshop
- 2.NLU configuration
- 3.Platform integration
- 4.30-day tuning support
Document Intelligence Pipeline
A structured approach to extracting, classifying, and routing information from unstructured documents — invoices, contracts, correspondence. Encompasses OCR integration, entity extraction, and workflow automation. Suitable for organisations processing high volumes of paperwork. Includes a 4-week pilot phase with performance reporting.
Key Benefits
- Significant reduction in manual document handling
- Consistent extraction across document types
- Automated routing to downstream workflows
Process Steps
- 1.Schema design & OCR setup
- 2.Entity extraction logic
- 3.Pipeline construction
- 4.4-week pilot with reporting
Which solution fits your need?
| Feature | Predictive Modelling | Conversational Agent | Document Intelligence |
|---|---|---|---|
| Best for | Pattern & trend analysis | Digital interaction design | High-volume paperwork |
| Data required | Historical records (12+ mo) | Dialogue flows / FAQs | Document samples |
| Duration | Up to 12 weeks | ~8 weeks + 30d support | Variable + 4-week pilot |
| Refinement cycles | 3 rounds | Included | Pilot phase |
| Post-delivery support | Review session | 30 days tuning | Pilot review |
| Price | RM 2,100 | RM 3,400 | RM 4,200 |
Not sure which fits best? Send us a message — we'll help you figure it out.
What every Veldra engagement includes
Data confidentiality
NDA signed prior to data access. PDPA-aligned handling throughout.
Performance benchmarking
Agreed evaluation criteria assessed at delivery — documented and shared.
Written documentation
Architecture decisions, operational notes, and guidance for your internal team.
Knowledge transfer
Walkthrough sessions with your team to ensure operational confidence post-handover.
Open-standard tooling
No proprietary platforms or vendor lock-in. You own what we build.
Integration-ready outputs
Systems designed to connect with your existing platforms and workflows.
Not sure where to start?
We're happy to have an initial conversation about your data situation — no commitment required. We'll tell you honestly whether we're a good fit.
Get in Touch