Following service evidence into responsibility for investment choices

Mandate

Compare network expansion choices against access, professional capacity and financial commitments

Outcomes

• Deferred a site proposal after separating 1,700 visits from 340 people
• Reconciled eighteen proposed posts into six recruits and twelve transfers
• Reworked a home-service scenario from ninety-six to sixty appointment hours

Decisions in context

I lead seven colleagues through two leads and manage ₹2.4 crore annual strategy-function expense. My responsibility is to connect market evidence with investment choices, while clinical and financial approvals remain with their respective owners. The three cases required me to revise assumptions that had appeared in recommendations I supported. We deferred a lease, delayed fit-out and narrowed a home-service option, each with a visible commercial consequence. I present those decisions to the board as an executive; I am not a statutory director and hold no shares. The work has made me more careful about the unit of demand, the source of proposed staff and the time available within a service model. A strategy paper should reveal those dependencies before its forecast becomes an organisational promise. My next contribution should retain that connection between access and the resources needed to support it.

Reason for the move

Current appointment; open to service-network strategy and a suitable first board contribution

Mandate

Join catchment research, operating assumptions and capital comparisons

Outcomes

• Brought staffing sources into expansion papers
• Compared access assumptions across proposed locations
• Introduced separate discussion of uncertain forecast inputs

Decisions in context

This role widened my responsibility from preparing a proposal to explaining how several proposals competed for resources. I led five colleagues with ₹1.6 crore annual function expense. We worked with finance, operations and clinical leaders to compare locations and service options. I learned that a forecast can appear consistent while combining assumptions measured in different ways. A visit count, a room count and a headcount may each be correct without describing the same deliverable service. Some of our papers still relied too heavily on aggregated ratios, and later cases exposed those limits. I began putting the uncertainty into the main recommendation, including what further evidence could change the preferred option. Promotion to CSO made me accountable for that connection across the company rather than only for the planning team's analysis. It also required more direct explanation of choices to directors.

Reason for the move

Promoted to enterprise strategy leadership

Mandate

Prepare location and service-development comparisons with clinical and operating teams

Outcomes

• Distinguished repeated attendance from unique service users
• Recorded professional requirements beside property options
• Assessed effects of proposed staff moves on existing centres

Decisions in context

Joining the service provider moved me from external research into decisions whose operating consequences I would see. I led three analysts with ₹72 lakh annual planning expense. The business had three centres when I arrived and four when I moved to the next role. Clinical colleagues helped me understand why appointments could not be treated as identical units of production. Different professional skills and individual needs affected what a proposed centre could support. I learned to ask what happened to existing services when a plan moved staff to a new location. The property itself was only one part of the investment choice. My mandate was to make the comparison useful to decision makers, not to set clinical standards or authorise spending. The experience prepared me to coordinate planning across the network rather than treat each proposed location as an isolated project.

Reason for the move

Promoted to corporate planning across the growing network

Mandate

Design and deliver research supporting service-location decisions

Outcomes

• Separated stated interest from practical attendance conditions
• Documented counting units and survey limitations
• Presented alternative interpretations before investment recommendations

Decisions in context

I managed five researchers and ₹48 lakh annual project-delivery expense. Our clients wanted to know whether a service could attract enough users in a proposed location. I learned to ask what respondents meant by interest and which practical conditions might prevent attendance. A positive answer in an interview did not establish the frequency, timing or affordability of actual use. Travel and working patterns often changed the interpretation. I presented those limits alongside the recommendation, even when the client preferred a single forecast. The role also taught me to distinguish research confidence from management's willingness to take a risk. We could improve the evidence without making the investment decision for the client. Moving to Ralqemi let me work inside one service organisation and see how those assumptions interacted with professional staffing, property and the experience of people using the centres.

Reason for the move

Joined a rehabilitation provider to follow planning decisions through delivery

Mandate

Reconcile survey returns and prepare evidence for service-demand studies

Outcomes

• Identified repeat respondents in activity totals
• Recorded the period and unit behind research tables
• Escalated inconsistencies before presenting findings

Decisions in context

I joined after completing my commerce degree and worked in a three-person project group without staff supervision or delegated spending authority. Field expenses went to the project manager for approval. My work involved reconciling survey returns, checking repeated responses and preparing tables for review. I learned that the name of a column could determine the conclusion drawn from it. People, visits and households were not interchangeable, even when they appeared together in a client's request. When records were unclear, I brought the uncertainty back to the researcher rather than make the table look complete by guessing. The experience gave me a practical foundation in how evidence travels from a conversation into a recommendation. Promotion to project manager added responsibility for the questions we asked at the beginning, not only the accuracy of the numbers we reported at the end.

Reason for the move

Promoted to responsibility for research projects