Nikhil TezqaviChief Technology Officer · Essays & perspective

Chief Technology Officer India

Keeping the limits audible in the delivery account

Decisions & consequences

01

Reopening an approval after the voice weakened in mono

In 2022 I endorsed a stereo demonstration for a commission whose agreed listening conditions also included mono. Sanjay asked to hear the combined signal. The voice became markedly weaker because the channel relationship caused cancellation when summed. I had treated the favourable stereo experience as sufficient acceptance. The engineering team needed to investigate the routing and mix, while the practice needed to judge the commissioned result under the condition we had omitted.

The delivery sponsor wanted to retain the approval and explain that most anticipated playback would be stereo. That might have been a different service proposition, but it was not the proposition already agreed. We could either seek an explicit change in scope or examine the mono requirement properly. I supported a ₹38 lakh review and remix programme covering forty mixes. The cost and delay remained in the account rather than being disguised as routine finishing work. I also acknowledged my earlier endorsement to Kavita and the delivery team.

Thirty-one mixes met the agreed mono criterion at the first review. Nine did not. Six of those were subsequently remixed and accepted, while three remained held for further work. The final cohort therefore contained thirty-seven accepted mixes and three unresolved cases. We did not describe the six corrections as proof that every playback environment was covered. Nor did we claim that the original files had disappeared or that cancellation meant the recording itself had been lost. The issue concerned how the combined channels reproduced the intended material.

The practice retained creative acceptance and the engineers documented the relevant technical changes. The delivery team had to explain a narrower ready set, which was less convenient than maintaining the original approval. I would now specify the intended listening conditions before arranging the demonstration, so an attractive presentation does not quietly define the entire acceptance scope. The lesson for me was not to distrust listening. It was to ask whether we had listened to the right result under the conditions that mattered to the promise we were making.

02

Retaining seven source passages when treatment damaged speech

A 2023 programme examined twenty-four noisy dialogue passages for commissioned spoken-word work. The proposed processing reduced unwanted background sound, and a presentation emphasised the cleaner pauses. Listening to the speech itself exposed a different problem in seven passages: the treatment removed or distorted detail the audio practice considered necessary to an acceptable result. A quieter background did not establish that the speaker's contribution had been preserved.

The technical sponsor proposed applying the stronger setting across the set because it would produce a consistent treatment and simplify delivery. Sanjay argued for judging the passages in context, including comparison with the source. I supported the latter course and retained ₹46 lakh of programme expense. Engineers examined processing choices, while the practice and authorised client owners retained the judgement about acceptable speech. We did not ask a software setting to decide which part of a speaker's meaning could be discarded.

Seventeen processed versions were accepted. For seven passages, the source remained preferable to the proposed treatment and was retained with its audible limitations. The account does not claim that those seven became clean recordings or that all possible treatments had been exhausted. Further recording or a different editorial decision would require the appropriate client agreement. The preserved source gave the owners a real choice instead of making the processing result the only available evidence.

This decision gave up the appealing description of a uniformly restored set. It also required the delivery team to explain why some work remained audibly imperfect despite a funded technical programme. I regarded that explanation as part of the service. The expense did not become a measured financial return merely because we avoided an unsuitable treatment. We reported what had been accepted and what remained limited.

I would now ask the team to demonstrate the effect on wanted material as prominently as the reduction in unwanted sound. A treatment can be technically sophisticated and still be the wrong choice for a particular passage. The CTO's task is to support a disciplined comparison, preserve options and ensure that a processing ambition does not outrun the authority or evidence needed to accept the commissioned speech.

03

Establishing the source rate before rerendering the deliverable

In 2024 an investigation examined thirty audio deliverables after timing and pitch questions arose during review. Eighteen had a supported source interpretation. Twelve required investigation of how the sample rate had been represented and handled through the processing chain. In the affected material, a rate label did not reliably describe the rate at which the samples had originally been created. Opening the file successfully therefore did not establish that it would reproduce at the intended speed and pitch.

One proposal was to change the displayed rate and accept the resulting files if they played without an application error. That would conflate assigning an interpretation with performing a proper conversion. I supported a ₹43 lakh investigation and rerender programme. Qualified engineers established the source basis from the available production evidence and examined the actual processing path. The audio practice compared the revised result with the intended timing and sound. Where the source basis remained uncertain, a convenient label was not allowed to supply the missing evidence.

Nine of the twelve questioned cases were resolved through verified source interpretation and new rendering. Three remained pending, leaving twenty-seven supported deliverables in the thirty-case cohort. We did not claim that the three were permanently unrecoverable or that the programme had corrected every file produced by the business. The outcome concerned the examined set and the evidence available for it. Original material and the investigation record were retained so that later work could revisit the remaining cases responsibly.

The decision delayed those three deliveries and required engineering time that a simple relabelling operation would have avoided. It also made a distinction clear to colleagues outside the technical function: a number attached to samples can affect their interpretation, while a conversion is a separate process intended to preserve the sound across rates. Management did not need to prescribe the conversion method, but it did need to fund the investigation and avoid promising a resolved result before the specialists had established one. I would now make source interpretation part of intake and acceptance, with an explicit response when reliable evidence is absent.

04

Restricting two rooms after the loudspeaker purchase

A 2025 investment proposal treated new monitoring equipment as the final step toward approving six rooms for final-mix decisions. Initial listening and qualified acoustic examination showed that the rooms themselves still affected what practitioners heard. Placement, reflections and the working environment needed attention alongside the equipment. The purchasing milestone was complete, but the intended monitoring capability had not followed automatically.

The facilities sponsor wanted all six rooms released together to avoid disrupting the planned schedule. The audio practice wanted the declared monitoring criteria met before it relied on the rooms for final acceptance. I supported ₹96 lakh of acoustic assessment and treatment, with qualified advice determining the appropriate work. The engineering team coordinated that work with the practice and facilities owners. We did not present a more expensive loudspeaker as a substitute for examining the environment in which it operated.

Four rooms subsequently met the practice's declared criteria for the assessed purpose. Two remained outside final-mix approval. They could only be used within separately agreed restrictions; the account does not imply that all work in those spaces was unsafe or impossible. The schedule had to use the accepted rooms for final decisions while further options for the other two were considered. The programme did not establish universal reproduction, an acoustically perfect space or compliance with occupational hearing requirements. Those would be different claims requiring their own evidence.

The immediate consequence was less final-mix capacity than the original plan had assumed, plus the retained ₹96 lakh programme cost. We did not call the cost a saving or treat four acceptances as a reason to omit the two exceptions. I explained the difference between owning equipment and having a supported working environment when presenting the investment position through Kavita.

I would now include the room and the intended judgement in the original capital question. Equipment selection remains important, but it is only part of the chain that determines what the practitioner can hear. The board-level issue is whether the proposed expenditure delivers the capability described in the business case, and how management will respond when acceptance evidence supports a smaller result than the purchasing schedule suggested.

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