A continuing service needed a continuing evidence account

Mandate

Make service observations, comparisons and research coverage suitable for the questions management asks

Outcomes

• Withdrew an unsupported automatic completion interpretation
• Retained pooled and component rates with their observation populations
• Separated received tonnage from unproven generation claims
• Included low-contact streets and unfinished visits in a field-study account

Decisions in context

The CDO appointment began in March 2022 and made the evidence function's enterprise responsibilities explicit. I lead twenty-nine colleagues through four leads, with ₹5.8 crore FY 2026–27 expense and a separately approved ₹2.1 crore programme. Raghav owns enterprise commitments, while Nusrat leads field assurance. The company's 740 staff and ₹132 crore FY 26 revenue exceed my own delegation. I withdrew a completion interpretation that I had endorsed, then worked on population mix, received-weight meaning and the coverage of resident studies. None of those decisions gave me operating, environmental, municipal or disciplinary authority. Neither a personal shareholding nor a statutory directorship forms part of my present record. The next chapter requires translating this experience into questions a board can examine collectively, with preparation for financial and governance responsibilities that extend beyond my executive knowledge of service evidence.

Reason for the move

Continuing the data remit while preparing for a first external board contribution

Mandate

Connect route, service, weight and resident evidence without treating their meanings as interchangeable

Outcomes

• Brought source definitions into recurring management reporting
• Separated analytical interpretation from operating responsibility
• Prepared a continuing data and research remit

Decisions in context

From May 2017 I led service analytics with eighteen colleagues through three leads and ₹2.9 crore annual expense. Jevqori had 480 employees and ₹91 crore revenue for FY ending March 2018. The director title described an executive function, not membership of the statutory board. The remit brought several accounts into one discussion: where vehicles travelled, which service events were recorded, what material arrived and which residents contacted the company. Their connection was useful, but it also encouraged a temptation to compress different observations into a single performance label. I learned to preserve the purpose and limitations of each source while helping colleagues ask questions across them. The move to CDO widened that responsibility without transferring the authority of operations, environmental specialists, finance or municipal clients into the data function.

Reason for the move

Appointed CDO as the enterprise formalised evidence leadership

Mandate

Build a continuing record that incorporates the field context behind service entries

Outcomes

• Connected route records with explanations from field colleagues
• Made missing and late observations visible in reporting
• Moved from one-off studies to continuing evidence stewardship

Decisions in context

I joined Jevqori in December 2010 with eleven colleagues through two leads and ₹1.3 crore annual expense. The enterprise employed 205 people and recorded ₹43 crore revenue for FY ending March 2012. The attraction was continuity: I could learn how records were produced and used after the first study ended. Field teams could explain why an entry arrived late, why a route changed or why an apparently ordinary location record needed more context. I wanted those explanations to become part of a maintainable evidence process rather than remain in conversations that the next analyst could not recover. The role did not make me responsible for collecting waste or deciding public service priorities. It made me accountable for an account that the responsible operating colleagues could understand, challenge and use in their own decisions.

Reason for the move

Promoted as the service-analysis remit expanded

Mandate

Define observation designs and explain what the achieved evidence can support

Outcomes

• Agreed intended inferences before fieldwork began
• Retained incomplete visits in study accounts
• Explained denominator limits to commissioning teams

Decisions in context

The April 2004 promotion brought eight colleagues through two leads and ₹62 lakh annual expense. Tezqari had 122 staff and ₹25 crore revenue for FY ending March 2005. I now had to explain a study's limits to the person commissioning it, not only resolve records within the research team. Sponsors often wanted a percentage that could support an immediate decision. I learned to ask which population that decision concerned and whether our achieved observations described it. An incomplete visit was not merely an administrative inconvenience; its reason could affect the interpretation of the whole account. Moving into Jevqori gave me the chance to follow those questions inside a continuing service, where the same evidence would be created, challenged and reused by colleagues making decisions throughout the year.

Reason for the move

Joined an operator to steward evidence beyond individual studies

Mandate

Prepare and reconcile field observations with their collection context intact

Outcomes

• Learned to distinguish a missing observation from a negative response
• Checked the meaning of field codes before summarising them
• Prepared study accounts under supervisory review

Decisions in context

I entered Tezqari in July 1997 after completing statistics the previous month. The firm had 48 employees and ₹7.6 crore revenue for FY ending March 1998. I worked in a five-person study group without reports or spending authority. Supervisors asked me to trace a surprising result back to the way the observation had been obtained. Sometimes a code reflected an unreachable location rather than the answer somebody assumed it contained. Sometimes a complete-looking table described only the people easiest to reach. The work taught me to preserve those distinctions before calculating a concise summary. It did not give me authority to approve a client's programme or claim professional expertise outside the study. It gave me a habit of examining the observation process, which later shaped how I approached service reporting inside an operating company.

Reason for the move

Promoted to study management after seven years of field-analysis work