Elle Anderson

Product Operations

The Infrastructure That Makes Good Decisions Inexpensive.

Product Operations, the enabling function that marks a mature product organisation, is neither a ticketing desk nor a governance layer. It is the infrastructure that allows a product organisation to decide well and quickly: insight on demand, a cadence that tests plans, artefacts that travel between teams without translation and, increasingly, the operation of artificial intelligence in production.

Every product organisation I have led or assessed eventually meets the same constraint. The product managers are capable and the strategy is sound, yet each decision takes three weeks, because customer data sits in four systems, research must be recruited from nothing and no one can say which bets are live. That constraint is a Product Operations problem, and most organisations attempt to solve it by hiring more product managers.

Its purpose is to make the next good decision cheaper than the last: insight available without a request, a cadence that tests plans rather than confirming them, a common artefact system, and the operational discipline that AI products require from people who understand them.

What it is not is a project management office under a new name, a layer between product teams and their customers or an owner of the roadmap. A Product Operations function that has become any of these is slowing the organisation with better branding.

Scope

Six Responsibilities of a Product Operations Function.

01

Discovery Infrastructure

A standing customer panel, interview cadence booked in advance and synthesis that converts transcripts into decisions within twenty-four hours. The Discovery Interview Kit is the minimum standard.

02

Insight and Data

Instrumentation that answers product questions rather than only financial ones, a single customer view the teams can query and experimentation a product manager can run without an engineer on call.

03

Cadence and Governance

Quarterly bets with kill criteria, weekly product reviews that examine outcomes and a portfolio review the Chief Financial Officer attends. Flow measured in preference to velocity.

04

The Artefact System

One opportunity brief, one strategy page and one roadmap form, in use everywhere, so that a leadership team can read ten teams in an hour.

05

Enablement

Onboarding that makes a product manager productive within weeks, a capability assessment that identifies the next development step and communities of practice that outlast any coach. My in-house training operates here.

06

AI Operations

Evaluation sets maintained as product artefacts, prompt and model governance, cost per successful outcome on the dashboard, the readiness check before launch and a named individual with authority to withdraw a feature. The responsibility most functions have yet to assume.

Proportion

What Good Looks Like at Ten, Fifty and Two Hundred Product People.

Ten

Habits Rather Than a Function

No one holds the title. The head of product owns the cadence, the artefact system is three templates and discovery is a shared calendar with real customers on it. The task is to prevent disorder becoming institutional later.

Fifty

One or Two People with a Clear Remit

Insight and data tooling, the research panel, the quarterly cadence and onboarding. Not the roadmap and not delivery tracking. The test is whether a new team can ship something of consequence in its first month.

Two hundred

A Function with a Product of Its Own

Product Operations has users, a backlog and outcomes. It runs the insight platform, the experimentation service, the AI operations layer and the portfolio reviews, and its leader sits with the product leadership, not the programme office.

Engagements

Three Ways to Begin.

Audit

Product Operations Health Check

Twelve checks that establish whether the function is working or merely present. Run with the product leadership team in half an hour, and, where it is useful, followed by a full review: interviews, an examination of tooling and data and a plan for the three changes that would make the greatest difference.

Without Charge

The printable check, scored candidly with the leadership team.

Run the Product Operations Check

Establish

Design and Seed the Function

The remit, the first appointments, the first three things to correct and the boundaries that prevent it becoming a programme office. Designed with the head of product, and accompanied through its first quarter of cadence.

Format

Six to twelve weeks, embedded two or three days a week

Lead

Interim or Fractional Head of Product Operations

Someone in the chair while you recruit, or while an operating model change settles, with accountability for insight, cadence and AI operations, and a stronger team handed over at the end.

Format

Three to nine months, fractional or full time

Book a Consultation

Book a Consultation.

A free 15-minute consult, without obligation. If you would rather begin with evidence, run the Product Operations check and the Flow Health Check with your team first.