Six things we consistently do well
These aren't marketing claims — they're the things clients come back to mention most often when we ask what worked.
Professional Expertise
Our practitioners have worked inside the industries they now advise. That operational background changes the questions we ask and the solutions we design.
- Senior-only delivery model
- Cross-sector experience
- Minimum 6 years per practitioner
Structured Process
Each engagement type has a defined method built from dozens of prior projects. You get the benefit of that accumulated learning without the uncertainty of a bespoke process.
- Defined milestones and reviews
- Weekly progress updates
- Pre-agreed acceptance criteria
Technology & Innovation
We work with current model architectures and tooling, but we're not attached to novelty for its own sake. The right tool is the one that works in your environment and can be maintained by your team.
- Modern ML frameworks
- Cloud-agnostic deployment
- Maintainable architectures
Client Service
A single point of contact throughout, no account manager layering. When you have a question, a practitioner answers it.
- Direct practitioner access
- Response within one business day
- No jargon without explanation
Results & Outcomes
We measure our work against outcomes agreed in writing at the start. If a model doesn't hit its benchmarks, we iterate until it does — or explain honestly why a different approach would serve you better.
- Pre-defined success metrics
- Iterative improvement cycles
- 94% client satisfaction rate
Value & Pricing
Engagements are priced transparently in Malaysian Ringgit. No retainer lock-ins, no scope creep without discussion. The investment is tied to a defined output, not an open-ended arrangement.
- Fixed-scope pricing in RM
- Milestone-based billing
- No hidden continuation fees
We've worked in the industries we advise
There's a significant difference between understanding how a financial services firm processes loan applications and having spent years inside one. Our practitioners bring direct experience from the sectors they work in — finance, logistics, manufacturing, and healthcare administration.
That context shapes everything from the questions we ask in a readiness assessment to the edge cases we account for in a model's validation. It also means we can have productive conversations with domain experts in your organisation who would find a purely technical advisor hard to engage with.
The right tool, not the newest one
We use current, well-maintained frameworks and follow sound engineering practices. But we're not attached to novelty. The technology we recommend is the technology that will still be working — and maintainable by your team — two years after we've finished.
We also don't have commercial relationships with vendors. Our technology recommendations are based entirely on fit with your problem and environment.
Measured against what matters, not what's easy
Before any engagement begins, we agree in writing on what a successful outcome looks like. Those criteria are operational, not technical — we're not measuring model accuracy in a lab setting, we're measuring whether the system does what you needed it to do in practice.
If a model underperforms against agreed criteria, we iterate. If the problem turns out to be different from what was originally scoped, we tell you honestly and discuss how to proceed.
Typical consultancies vs. how Synthrex works
This isn't a criticism of the industry — it's an honest description of where the typical model falls short, and how we've structured things differently.
| Feature | Typical Providers | Synthrex |
|---|---|---|
| Who delivers the work | Often delegated to junior staff | Senior practitioners only |
| Scoping approach | Technology first, problem second | Problem understood before proposing |
| Success criteria | Defined loosely or after the fact | Agreed in writing before work begins |
| Vendor alignment | Often influenced by partnerships | Fully vendor-neutral |
| Knowledge transfer | Minimal — fosters dependency | Built into every engagement |
| Malaysian regulatory context | Often limited or absent | PDPA awareness in every scope |
| Pricing transparency | Variable, often opaque | Fixed-scope in RM, no surprises |
Distinctive features of how we work
Honest scoping as a service
We will tell you when a simpler, less expensive approach would serve you better. That's unusual in consulting, and it's something clients mention often as a reason for returning.
PDPA-aware by default
Malaysia's Personal Data Protection Act considerations are part of our default scoping — not an afterthought. AI systems that touch personal data are built with compliance in mind from the start.
Defined-scope agreements
Every engagement has a written scope with defined deliverables, timelines, and acceptance criteria. Changes to scope are discussed and agreed before work continues — never billed retroactively.
Milestones and professional recognition
See these advantages in a real conversation
The clearest way to understand how Synthrex works is to have a short conversation about your situation. No commitment required — just an honest exchange.
Get in Touch