Systemic challenge

Defra does not consistently maintain a usable thread between who or what it is dealing with, what was known, what happened, why a decision was made, and what happened as a result.

That thread breaks in different places for different people.

  1. KNOW
  2. REMEMBER
  3. USE
  4. EXCHANGE
  5. LEARN
  6. ANTICIPATE

They are not arbitrary data capabilities. They are responses to recurring systemic failures.

Root causes

What is actually causing the problem?

01

Information is collected around transactions rather than enduring entities

Applications, registrations, inspections, submissions, cases and reports become separate records.

People then have to reconstruct: “What do we actually know about this farmer / parcel / producer / consignment?”

The regulator's absence of a single producer view is particularly strong evidence.

02

Validation happens too late

Errors are frequently discovered by:

The packaging regulator's 56 checks are especially revealing: many are already known rules that humans repeatedly apply.

  • regulators
  • analysts
  • field officers
  • border officers

03

People have become the integration layer

This occurs at virtually every organisational level.

Farmer
personal evidence archive
Officer
PDFs + manual reconciliation
Regulator
spreadsheets + manual checks
Data lead
extracts + cleaning
Service owner
reconstructed MI
Strategy lead
analyst + manual triangulation

04

Defra often captures inputs, but not the whole chain to outcomes

Farming can see actions and uptake but struggles to determine whether intended environmental outcomes were achieved. CWE can see tonnage submissions but lacks complete waste flow.

Defra can often measure activity more easily than consequence.

05

Institutional memory is weaker than the liabilities it creates

A farmer fears being challenged ten years later and therefore keeps photographs, receipts and correspondence.

The £60,000 fencing case illustrates the potential consequence when durable evidence and decision reasoning are unavailable.

06

Information flows predominantly towards Defra

Users repeatedly supply information. But much less comes back:

The upland farmer is an excellent illustration: he has ground truth Defra could use, while Defra has national context he could use. Neither has the other's complete picture.

  • what Defra already knows
  • whether it is correct
  • what their information was used for
  • what intervention might work
  • what is happening to their case
  • what happened as a result

07

Organisational boundaries have become information boundaries

The Trade documentation gives perhaps the cleanest expression: “No case worker sees the whole picture.”

No case worker sees the whole picture.

Leverage points

Where are the biggest leverage points?

Leverage pointImpactWhy
Connect action → decision → outcomeTransformationalChanges policy learning, targeting and investment
Create trusted entity + historyVery highRemoves repeated reconstruction across services
Make information exchange two-wayVery highImproves quality while empowering users
Move validation upstreamVery highPrevents expensive downstream reconciliation
Record how and why a decision was madeVery highTrust, fairness, auditability and institutional memory
Make service performance observable by defaultHighAllows Defra to know whether changes work
Self-serve access appropriate to the jobHighRemoves queues and specialist dependency
Automate known repetitive checksHighReleases scarce regulatory/analytical capacity

Alternative framing

Rather than just asking how might we make Defra data easier to access?

01

How might Defra make better use of what it already knows?

02

How might Defra keep a clear record of why decisions were made?

03

How might Defra keep information useful and up to date?

04

How might Defra understand what works and why?

05

How might Defra learn from every service interaction, rather than treating each one as a standalone transaction?

06

How might Defra reuse evidence from one decision to the next?