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AI & Decision Intelligence5-day executive programUSD $1,999

Field Research Operations: Enumerators, Pilots & Data Quality

Run field experiments and surveys end-to-end with total rigour.

IPAT Executive Certificate 5 intensive days CEOs, CIOs/CDOs, heads of analytics, product, operations and strategy; regulators and policy leaders responsible for digital and AI supervision.

The executive challenge

The problem this program solves

Data arrives in abundance, but field research operations decisions still travel by opinion. The meetings are longer, the decks are thicker — the judgement is no better. Meanwhile, regulators are moving from encouragement to scrutiny — ungoverned field research operations is becoming a supervisory finding, not a technicality. You will practise the hardest part — deciding what not to do — and leave with a field research operations agenda your executive committee can approve.

Context

Why this matters now

Regulators across African markets are moving from encouragement to scrutiny: field research operations governance, data protection and accountability are becoming supervisory topics.
Boards now ask for a field research operations strategy with the seriousness they bring to capital strategy — and most executive teams still answer with vendor slideshows.
Competitors are already industrialising field research operations into pricing, credit, service and operations; waiting is a strategy, just rarely a winning one.

Capability

What you will be able to do

  • Evaluate where field research operations creates economic value across the organisation — and where it reliably does not.
  • Govern field research operations models and data with controls that satisfy both boards and regulators.
  • Price the build, buy and partner options for field research operations capability with real economics.
  • Distinguish field research operations automation opportunities from decisions where human judgement remains strategically important.

The IPAT Course Standard

The five-day journey

Each day is a deliberate progression in managerial capability — from strategic context, to analytical frameworks, to applied practice, to executive judgement under pressure, to a capstone that produces something your organisation keeps.

IPAT Signature Case™

The Field Research Operations Pilot at the Crossroads

A a fast-scaling e-commerce platform has run a field research operations pilot for eighteen months. Back-testing flatters it, the frontline disputes it, and the audit committee has begun asking who approved the spend. The pilot’s sponsor resigns the week before the board meets; the vendor offers a discounted scale-up contingent on signature this quarter.

Your decision: Scale the field research operations pilot group-wide, rebuild it under new governance, or stop it and redirect the budget — knowing each option trades capability, credibility and careers differently.

Field Research Operations pilot results against control unitsCost and staffing model at scaleVendor proposal and internal audit findings

IPAT Data Lab™

Three functions at a pan-African retail bank report three different truths about the same field research operations question.

Dataset: Synthetic multi-source field research operations dataset — finance, operations and customer tables that disagree.

Your task: Reconcile the sources, build the single defensible view, and decide which dashboard the executive committee keeps.

A reconciled field research operations decision view and the data architecture behind it.

Data → Analysis → Decision, not Data → Code → Certificate

Day 5 · The Capstone

What will you change when you return to work?

Build a twelve-month analytical and AI roadmap for your organisation: the value case, the data foundations, the governance, and the first 90 days.

You leave with: AI Transformation Roadmap

Methodology

Frameworks you will master

IPAT-proprietary methodology
  • • IPAT Data-to-Decision Framework™
  • • IPAT Executive Capability Model™
Established practice you will apply
  • • Value-versus-feasibility portfolio analysis
  • • CRISP-DM analytical lifecycle
  • • Model risk management principles (SR 11-7 adapted)

Cohorts

Upcoming cohorts

New dates are being scheduled

Register with your preferred start date and our admissions team will match you to the next available cohort — or contact us to arrange an in-house delivery for your organisation.

Register your interest
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