Development Intent
AtlasWaltham ForestOfficersKa Lei Lai
Case officer · Waltham Forest Planning

Ka Lei Lai.

Active — last recorded decision May 2026

A case officer at Waltham Forest with an approval rate of 78% across 369 decided planning applications, spanning 23 wards.[1] Decision speed and appeal performance publish when decision notices are ingested.

Planning officer369 decisions78% approvalSave
Waltham Forest · ward map
Approval rate — by ward
Lower ~68%
Higher ~90%
ShowingAll years · subscriber →across all years on record — a period re-scopes the headline figures and the trend
At a glanceEach metric links to the investigation behind it
All investigations →
369
Applications
2021–26
Approval rate over time — tougher or softer 🔒Dashed line = London average
avg 81%76%202276%202380%202480%202576%2026
Approval-rate trend is subscriber dataSubscribe to see the trend →
What they decide — by application type
How they compareVersus peers
Approval rate78% · 15th of 49
higher is betterdashed = London avg
Decision time · publishes with decision notices
in development
Appeal overturn · publishes with decision notices
in development
How this officer decides — from their own reports103 officer reports parsed
1%
Approves despite concerns
of approvals record a documented reservation
1%
Negotiated approvals
approvals mentioning revisions/amendments
0%
"On balance" reports
reports using explicit balancing language
58%
Bespoke reasoning
of report text written for the case, not recited
What they write about — vs Waltham Forest's average officer

Topic mentions per 1,000 words of their own report text (boilerplate stripped), indexed against all parsed Waltham Forest reports. Attention, not stance.

Energy & sustainability
1.8× borough avg
Trees & landscape
1.36× borough avg
Character & heritage
1.03× borough avg
Flooding & drainage
1.03× borough avg
Transport & parking
0.97× borough avg

Mark = borough average (1×). Bar capped at 2×.

How they reason — coded from their reports

Lai's GPDO permitted-development checklists are distinctive for precise millimetre/metre-level quantification of every measured criterion (eaves height, boundary proximity, roof-space volume) with the specific shortfall stated explicitly where a scheme fails ('would measure 3.4m, which would exceed the eaves height of the existing dwellinghouse (2.6m) by 0.8m') rather than a bare compliant/non-compliant tick. On larger full applications she runs the same forensic quantification against the Local Plan's space-standard and biodiversity policies, and is willing to allow a marginal shortfall in one metric (a studio flat's lack of private amenity space) where the wider context (town-centre location, high PTAL, proximity to open space) can be shown to justify it on balance, rather than applying the standard mechanically regardless of context.

Observable habits

· states the exact numerical shortfall against a GPDO/space-standard threshold ('would exceed... by 0.8m') rather than a bare compliant/non-compliant finding

· on marginal space-standard or amenity shortfalls, explicitly weighs contextual mitigating factors (PTAL rating, proximity to open space, town-centre location) before deciding whether to allow the shortfall on balance

· cross-references stated application-form dimensions against her own measurements from submitted plans, and flags any discrepancy explicitly

What their reports consistently look for

· the precise numerical margin by which a proposal complies with or exceeds a GPDO/space-standard threshold, not just a pass/fail judgement

· whether a marginal shortfall against a space or amenity standard can be justified on balance by the site's wider context (PTAL, proximity to parks, town-centre location)

· whether the dimensions stated on the application form match officers' own measurements taken from the submitted plans

Assigned Ka Lei Lai on a live case?What they pay attention to, how they reason, and what their reports consistently look for — so you can address it before they raise it.Subscribe to unlock →
In their own words

would measure 3.4m, which would exceed the eaves height of the existing dwellinghouse (2.6m) by 0.8m

231286

given its town centre location, well connectivity, small sized dwelling type and high accommodation quality, the lack of amenity space for this studio flat would be allowed and justified in this instance

242347

the proposed dwelling would fail to comply with the minimum space requirement set out by Policy DM7

231531

Measured from 103 published Waltham Forest officer reports written by this officer, with recited policy boilerplate stripped before any counting. These describe how this officer works and writes — they are not outcome predictions. Every quote is from a named public report.

Policy playbook — what this officer cites[3]

The policies this officer cites most in their own reports — times cited across 103 parsed reports. Whether refusals citing each survive appeal isn't traced per policy yet.

79Biodiversity and Geodiversity
9 times cited
D4
7 times cited
DM32
6 times cited
57Amenity
6 times cited
80Trees
5 times cited
53Delivering High Quality Design
5 times cited
85A Zero Carbon Borough
4 times cited
89Water Quality and Water Resources
4 times cited
Which policies this officer leans on is subscriber intelligenceSubscribe to unlock →
Decisions by ward

Where this officer's caseload concentrates, 2021–26.[1] Click the map above to focus this page on a ward, or a row to open the ward.

Recent applications
Address
Reference
Type
Outcome
Date
261314
Householder Planning
2026-05-28
261314
Householder Planning
2026-05-28
Full application history locked
Subscribe to see all 369 decisions →
Consultants approved most— subscriber data
1. Archway Building Consultancy Limited
2. Space 120 Architects
3. Resi Design Ltd
4. Design Studio E17
At a glance
OfficerKa Lei Lai
RolePlanning officer
Experience
Applications369 (2021–26)
Approval rate78%
London approval avg81%
Who decides here
GovernmentMayor of LondonCouncilCommitteeOfficersDecisionsApplicantsInspectorate
Related investigations
When committees overrule officers like this one →
How often members depart from officer recommendations, and how those overrides fare at appeal.
How much gets decided without a committee →
The delegated share by borough and officer — where the real power over decisions sits.
Sources & method
  1. [1]Applications decided, approval rate, per-year trend and ward breakdown — London Borough of Waltham Forest planning register and published decision notices, 2021–26. · methodology
  2. [2]Appeal overturn and decision-time benchmarks — Planning Inspectorate (PINS) appeal decisions and application date pairs; not yet computed per officer, shown as a dash until they are. · PINS appeals casework
  3. [3]Condition load — mean effective conditions attached to Waltham Forest decision notices (grant/split), parsed from the published notice text; a borough figure, not yet split per case officer.
  4. [4]"How this officer decides", the policy playbook and all quotes — parsed from 103 published Waltham Forest officer reports written by this officer, recited policy boilerplate stripped before counting; disposition text coded from their own reasoning with every quote machine-verified verbatim. Descriptive of how they work — not outcome predictions.
Methodology is published in full so every number is traceable to its primary source.