What Makes Tensaro's Approach Different
We do not sell hardware, hold vendor agreements, or operate on commission. Our work is useful precisely because none of those things are true.
Back to HomeSix Reasons Organisations Work With Tensaro
No vendor alignment
Our outputs are shaped by your workload profile, not hardware catalogues.
Written deliverables every time
Every session ends with documented output. Nothing is considered delivered until it is written down.
Bounded scope by design
Engagements have defined outputs and end dates. Scope does not drift and fees do not compound.
Suited to mid-market teams
We work with organisations between 50 and 500 staff — too large for guesswork, too focused for hyperscaler advisory.
Confidential by default
Architecture details and procurement data remain with your organisation. We operate under NDA for every engagement.
Actionable not aspirational
Our readiness scorecards and planning outputs are ranked and sequenced. The team knows what to address first.
Each Benefit, Examined
Deep Infrastructure Background
Tensaro's advisors come from hands-on infrastructure and ML platform roles — not from sales or consulting generalism. Ahmad Razif has twelve years in enterprise infrastructure across financial services and telecommunications. Yi Xuan led ML platform builds at two Kuala Lumpur technology companies. Syafiqah ran enterprise procurement across the ASEAN region.
- Direct experience with accelerator sizing decisions
- Familiarity with procurement cycles in Malaysian organisations
- Practical knowledge of ML workload requirements, not theoretical frameworks
"We have encountered most of the planning mistakes that organisations make at this stage. The value is in knowing which questions surface early and which ones tend to be deferred until they become expensive."
— Tensaro advisory team
A Repeatable, Transparent Process
Every Tensaro engagement follows the same sequence: scope agreement, delivery, peer review, written output, and a closing Q&A. Clients know what to expect and when. There are no invoice surprises because everything is defined upfront.
- Engagement scope signed before any billable work begins
- All outputs peer-reviewed before delivery
- Closing session ensures questions are addressed before sign-off
Considered, Unhurried Engagement
We do not run high-volume engagements. At any time, we are working with a small number of clients so that each receives adequate attention. Initial calls are not sales conversations — they are scoping conversations where we ask as many questions as you do.
- Response to enquiries within two business days
- Named advisor for every engagement — no handoffs
- No pressure to progress before your team is ready
Our approach is advisory, not transactional. We have no incentive to move clients faster than they should move. The correct pace is the one that leaves the team genuinely prepared, not just technically advised.
Straightforward Pricing
Our engagement prices are fixed and published. There are no hourly overruns, no add-on module fees, and no retainer that automatically renews. The Compute Infrastructure Retainer is a defined three-month arrangement — after which you decide whether to continue.
- Published fixed prices — no hidden additions
- Priced to fit mid-market advisory budgets
- Retainer does not auto-renew
Tensaro Compared to Other Advisory Approaches
A straightforward comparison. No provider names, just an honest look at how different advisory arrangements tend to work.
| Feature | Vendor-Aligned Advisory | Tensaro |
|---|---|---|
| Vendor neutrality | ||
| Published fixed prices | ||
| Written deliverable after every session | Varies | |
| Peer-reviewed outputs | ||
| Designed for mid-sized teams | Rarely | |
| Retainer without automatic renewal | ||
| Confidentiality under NDA | Varies |
What Tensaro Offers That Others Do Not
The Readiness Scorecard
Our AI Readiness Assessment produces a structured scorecard — not a narrative report. The scorecard maps an organisation across five dimensions: data maturity, compute readiness, team capability, workload definition, and procurement preparedness. Each dimension is scored and ranked so the team knows where to focus.
Vendor-Neutral Evaluation Framework
Our GPU Workload Planning Workshop uses a framework built on publicly available workload benchmarks and memory bandwidth data. No vendor-provided materials are used. The framework has been refined across more than forty workshop engagements since 2021.
Shared Decision Log
Retainer clients receive a shared decision log maintained throughout the engagement. Every architecture discussion, procurement decision point, and rationale is documented in one place. At engagement close, the log belongs to the client — a durable record of reasoning they can revisit.
Sequential Engagement Design
Our three services are designed to follow each other logically. A Readiness Assessment creates the foundation for a Workload Planning Workshop. A Workshop often surfaces the questions that an Infrastructure Retainer then works through over three months. Clients do not need to start at the beginning — they start where they are.
Milestones Since 2021
Organisations advised
Years in operation
Clients who returned for a second engagement
Industries served (financial services, manufacturing, technology)
MDEC Digital Economy Advisory Registry
Registered advisory firm under Malaysia Digital Economy Corporation's advisory services programme since 2022.
MSC Status Company
Multimedia Super Corridor status holder, reflecting our commitment to knowledge-based services in Malaysia's digital economy.
PIKOM Associate Member
Member of the National ICT Association of Malaysia, supporting knowledge exchange across the Malaysian technology sector.
Ready to Talk Through Your Compute Planning?
We welcome brief, specific questions about where your organisation sits and which engagement might be the right starting point.
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