Presented to the Board or a committee
Tervanex Components
Board
March 2019 — present
Explain industrial data propositions, evidential limits and function commitments as a reporting executive; no statutory board appointment held.
Surya Koh · Chief Data Officer · Singapore / Southeast Asia
I would ask what physical evidence supports the reported conclusion.
Committee contribution
| Capacity | Committees |
|---|---|
| Ready to join | A technology or digital committee where industrial data scrutiny fits its established responsibilities |
Capacity and preferences
- Time available
- 26 days per year
- Current directorships
- 0
- Sectors
- Precision manufacturing · Industrial components · Multi-site organisations interpreting physical production records
- Company type
- An industrial company with clear engineering, quality and operating accountability
- Company stage
- An institution extending the use of factory data while examining the claims it can responsibly support
The seat I am pursuing
I would consider a first non-executive role where industrial data scrutiny complements an established set of engineering, operating and financial capabilities. A technology or digital committee could be relevant if its actual responsibilities fit the experience, but I would not claim readiness to chair it from this executive record alone. The institution would need to assess the contribution against its own priorities rather than infer fit from the CDO title.
There are no statutory appointments in my chronology. Presentations since March 2019 describe executive exposure to the board, with no conversion of that exposure into director tenure. My interest is in helping an institution examine the basis of a proposition and the questions left unresolved by it. A suitable appointment would retain collective responsibility and the distinction between oversight and management. The quality of this public narrative would be one source of discussion material, not proof of eligibility or an adequate substitute for diligence on the real candidate.
Governance learning and readiness
IICA Independent Directors’ Databank: Not yet registered
This invented Singapore-based executive has not completed Indian independent-director databank registration. An Indian appointment would require current preparation and requirements to be examined for that opportunity; no exemption is represented.
- I am preparing to question an industrial data proposition through collective oversight without informally taking over its technical or plant management.
- My induction would need to cover the company’s financial account, engineering and quality responsibilities, product obligations and the evidence supporting board decisions.
- I would examine how the institution records disagreement, changes a previously accepted analytical claim and escalates unresolved questions to the appropriate authority.
My contribution to a board
I could help a board examine the distance between a representation and the physical activity it claims to describe. A part list, event timeline or model score may be internally consistent while leaving an important condition unstated. My executive experience offers examples of asking for that condition and one in which I failed to ask soon enough. I would want management to explain the basis of the account in terms a director can challenge, without expecting the board to recreate the analysis or direct the factory.
I would also bring attention to the population behind a claim. Eighty-six unique codes did not describe eighty-six physical lots once plant context was restored. Held-out rows from forty-two assets did not automatically establish performance on unfamiliar machinery. These are different examples of a broader question: has the institution examined the situation it says its evidence represents? A board can ask that question while leaving specialist evaluation and operational responsibility with their appropriate owners.
My contribution would include making unfinished work visible without treating incompleteness as a verdict against every proposal. Supplier estimates can be useful on an understood basis; a missing submission remains different from a zero. The board's decision may require management to explain what uncertainty it is accepting and what further evidence would change the account. I could help formulate those questions, but I would not use data experience to imply competence in every product, safety, assurance or financial matter touched by the material.
Board and committee exposure
Judgement in practice
The lot-count correction belonged before the traceability conclusion
The 2008 account is a useful test of how I respond when the weak inference is my own. I endorsed eighty-six codes as a complete representation of the reviewed lots. Plant context revealed 112 physical lots, and I withdrew the stronger traceability claim while supporting S$640,000 in review expense. At board level I would ask whether management had explained both the corrected population and the consequences for conclusions previously drawn from it.
That scrutiny should not create an unsupported product narrative. The counting error did not itself establish a defect, recall or safety result, and I would expect qualified owners to explain the relevant examination. A director's question concerns the adequacy of management's account and escalation, rather than an attempt to run the quality review. The example supports a contribution based on accepting correction, not a claim that an analytical leader can personally settle every consequence of an unreliable record.
A complete form could still contain materially different evidence
The 2025 review covered 270 suppliers: 144 measurements, fifty-nine modelled submissions and sixty-seven absent responses. I would ask whether a board-facing footprint account retained those distinctions and whether its boundaries and periods had been examined. Receipt of a measurement should not be confused with independent verification. An absent value cannot be allowed to improve an apparent total merely because the presentation expects a number in each field.
The S$4.6 million data-review expense funded work on that account. It did not establish an emissions reduction or confer assurance authority on my function. A board would need the appropriate professional advice for the conclusion it was considering. My proposed contribution is to keep the evidential basis visible in that discussion, including the work still outstanding, without requiring directors to evaluate every supplier record themselves or treating a single coverage ratio as a sufficient explanation.
My first year on a board
I would begin by understanding the industrial business through its own responsibilities and reporting routes. The same term can describe a different activity in another manufacturer, and the institutions behind the data may differ as much as the systems. I would seek induction from the people responsible for operations, engineering, quality, security and finance, with the chair helping me understand how their evidence reaches the board. Familiarity with a production dataset would not replace learning the company's actual product and customer obligations.
I would read a selection of significant data propositions alongside the decisions they supported. The aim would be to understand how management states a claim, records a qualification and revisits a conclusion when its basis changes. I would look for a route by which disagreement can reach the relevant decision-maker before a confident summary conceals it. That work belongs within the agreed oversight role, without creating a parallel executive reporting channel or instructing plant teams outside management's structure.
The proposed twenty-six days a year is an initial availability estimate. Preparation, committee work, induction and exceptional demands would all need to be considered against the actual calendar and my employer's agreement. I would review the commitment with the chair rather than treat the estimate as a ceiling that excuses insufficient attention. The first year should establish whether the questions I bring help the board and where further learning is needed, with those needs addressed openly.
Conflicts and their management
I would disclose employment, relevant supplier or customer connections, professional relationships and personal interests for assessment against the proposed seat. A manufacturer operating in a related market could create information and competitive questions that a general declaration would not resolve. I would need the facts and appropriate advice before accepting an appointment, including an honest assessment of circumstances in which the role would be unsuitable. Employer agreement would not, by itself, answer every independence or conflict question.
The boundary around confidential records matters particularly in industrial work. Plant records, product definitions and supplier submissions encountered through one role cannot become material casually shared with another organisation. I would want clear arrangements for recognising a new conflict, seeking advice and stepping away from a discussion where required. The process should support the institution's responsibilities without implying that every conflict can be managed acceptably. This fictional profile records a willingness to undergo assessment, not a conclusion already reached by an appointing board.
My independence statement
My current employment and relevant commercial, professional and personal connections would need disclosure against the particular appointment. I would seek employer agreement and an institution-specific assessment before making any independence statement. Familiarity with industrial data does not establish eligibility for a seat.