CKS Systems · Strategic Diagnostics

Pressure doesn't announce itself.
We show you where it's going.

CKS is a structured diagnostic framework for organisations under pressure. Not prediction. Not generic advice. A sharper lens on what's actually happening in your system — and what your realistic options are.

01 — Signal
We read what the blur is made of
Organisations see aggregate patterns and call it understanding. CKS maps the structural signals underneath — the ones doing real work, not the ones making noise.
02 — Pressure
We trace where it moves
Every pressure has a path. CKS Komodo chains show how what's happening now travels through your system — and where it leads if nothing changes.
03 — Paths
We map your real options
Not recommendations. Three genuinely distinct paths — each with conditions, trade-offs, and one specific early signal to watch. The judgement is yours.
"The system is real.
Our view of it is not."
How it works

Three stages. Every time.

Stage 01 — AI
Speed and signal breadth
Large language models apply the CKS framework consistently — mapping signals, tracing pressure chains, building decision paths — at a speed no single analyst could match.
Stage 02 — Quality system
85% minimum threshold
Every diagnostic passes through a three-stage evaluation pipeline. Six weighted criteria. A minimum score of 85% before anything leaves the building.
Stage 03 — Human judgement
Reviewed before delivery
A human reviews every diagnostic before it reaches you. Not to rewrite it — to verify it. You are dealing with people, not a pipeline.
Free · No commitment
See what CKS produces before you commission anything
Our information and documents page lets you request an information pack, sample diagnostics, and our cross-industry stress test. Judge the quality of the lens before you invest in it.
Free Delivered by email
Start here
See your industry through the CKS lens
Before a company-specific diagnostic, we can show you how pressure is building across your entire sector — the structural forces, the realistic trajectories, and what the system looks like from the outside. Request an Industry Diagnostic to see CKS in action.
Framework

Not a prediction.
Not a recommendation.
A sharper lens.

Every analytical model answers a question. The question determines what you see — and what you miss. CKS answers a different question to the models you already know.

SWOT asks what exists. PESTLE categorises the environment. Porter's maps competitive structure. McKinsey 7-S checks internal alignment.

CKS asks: how is pressure building and moving through this system right now — and where does it lead? Not a snapshot. A dynamic diagnostic that traces causality, names constraints, maps decision paths, and shows where the system is most fragile.

CKS diagnostics are built entirely from externally observable signals — publicly available data, industry reporting, observable behaviour. No internal access required. No stakeholder interviews. No politics. Rapid, independent analysis from outside the system.

The CKS Stack
Industry Diagnostic
"What system am I operating inside?"
The structural forces shaping your sector. How pressure is building and where it's moving. The realistic trajectories available to every player in your space.
Company Diagnostic
"Where am I inside that system?"
Your specific position within those forces. Which chains are live for you. What your actual pressure profile looks like. And a grade — a direct, honest assessment of your organisation's current stability.
Navigator
"Has anything actually changed?"
Continuous monitoring of your pressure state. New signals assessed. Chains re-evaluated. Grade movement confirmed or held — with the evidence that justifies either.

Most executives today operate with three disconnected views of reality:

— Industry reports that are static
— Internal dashboards that are narrow
— News that is noisy

CKS connects all three — external, structured, and continuously updated.

The framework
CKS — Centaurus · Komodo · Serket

Eight components. Each one doing a specific job. Together they produce a complete picture of how a system is behaving under pressure — and what options realistically exist.

C — Centaurus
Signal mapping
Like a constellation, organisations generate many signals at once. Not all are equal. Centaurus maps the most structurally significant — Critical, Warning, or Stable — and asks how the relationships between them reveal what's actually happening beneath the surface.
K — Komodo
Pressure propagation
Komodo dragons weaken prey through venom that spreads gradually. In organisations, pressure behaves similarly — financial strain becomes cultural decline, cultural decline becomes market perception. Komodo traces how pressure moves through the system as causal chains: X → Y → Z.
S — Serket
Stabilisation levers
In Egyptian mythology, Serket neutralised venom and restored balance. In CKS, Serket maps the interventions available to the system. A lever is Engaged when it changes the pressure path. It is Performed when it merely responds to symptoms without addressing their cause.
Nebula
External reality
The forces outside the system's control that shape everything else. All systems operate within it. None control it. It is the constant.
Actor
Decision context
The same system under the same pressure produces different outcomes depending on who makes decisions, what they can see from their position, and what they are incentivised to do. Actor maps what a decision-maker's position causes them to focus on — and what it causes them to miss.
Navigator
Decision paths
Three distinct forward paths. Each with conditions, trade-offs, and one specific observable early signal. Not a recommendation — a structural description of what's actually available given the system's current state. No probabilities.
Stress Test
Fragility points
Where is the system most brittle? Stress Test maps structural fragility — the points where pressure, if it concentrates, causes disproportionate damage. Includes a Black Swan Exposure flag for existential risks that bypass normal pressure propagation entirely.
Core Insight + Grade
The reframe and the score
Every diagnostic closes with a reframe — "the problem is not X, it is Y" — naming the structural gap everything else points toward. For company diagnostics: a grade, A+ to F. A precise, evidence-based assessment of current stability. Sectors don't get a grade. Companies do — because companies make decisions.
We show you what we know. What we've concluded. Where we're uncertain.
Every finding carries an explicit confidence marker: Known ✓ · Inferred ? · Speculative ⚠. The diagnostic shows you the signal and the uncertainty simultaneously. The judgement is yours.
On visible data
The CKS lens operates on visible data only — publicly available signals, industry reporting, observable behaviour. Not shadow data. Not information you haven't chosen to share.
This is not a limitation. It is a design principle. What CKS can see, it analyses with rigour. What it cannot see, it names as a gap rather than filling it with assumption. An executive sitting on an unannounced deal that changes everything — CKS cannot factor that in. It will tell you clearly that it cannot. That's the epistemic discipline that makes the findings trustworthy.
Products

Three levels.
One framework.

Company diagnostics go as deep as the decision warrants. Industry diagnostics show you the sector before we look at your organisation specifically.

Company · Level 1
Snapshot
Surface-level signal mapping and light pressure chains. For a fast read on what's happening. Delivered within 48 hours.
From £350
By org size
Company · Level 2 — Core product
Standard Diagnostic
Full CKS. All eight components. Navigator included. Quality assured. The complete picture of what's really happening and what paths exist.
From £750
By org size
Company · Level 3
Deep Dive
Multiple passes. Expanded Actor analysis. Extended Stress Test. For complex, high-stakes systems where the full picture takes time to assemble.
From £1,500
By org size
Industry Diagnostics — the entry point
Industry · Level 1
Industry Snapshot
Sector-wide signals, macro forces, primary pressure chains, two forward trajectories. Here's the world you're operating in — before we look at your specific position within it.
£250
Flat rate
Industry · Level 2
Industry Diagnostic
Full sector diagnostic. Pressure chains across player types. Three sector trajectory paths. Where your industry is heading and what the realistic options are.
£650
Flat rate
Industry · Level 3
Industry Deep Dive
Extended sector analysis. Threshold proximity on all chains. Actor telescope conflicts. Second-order consequences. Extended Black Swan mapping. The fullest available view of your sector.
£1,200
Flat rate
Navigator Package — the subscription layer
Monthly monitoring that tracks grade movement, signal shifts, and pressure changes against your first diagnostic as a baseline. From £500/month. Minimum 3-month commitment. Level 2 required first.
Pricing

Transparent pricing.
No ambiguity.

The same epistemic discipline we apply to diagnostics, we apply to what we charge.

Level 1
Snapshot
£350
Level 2 — Core
Standard
£750
Level 3
Deep Dive
£1,500
Company Navigator — ongoing pressure monitoring
Quarterly
£1,500
per quarter · default cadence
Bi-Annual
£2,400
per 6 months · stable systems
One-off
£750
single update · Black Swan events
Minimum 2-cycle commitment. Level 2 diagnostic required as baseline. All new information must be publicly available and independently verifiable — Navigator updates track what has happened, not what might happen.
Industry Navigator — quarterly sector monitoring
Tracks how sector-wide pressure moves each quarter · Shared across subscribers · Available upon request
£500/qtr
Resilience Assessment Add-on
Extended Stress Test + fragility map · Added to any Standard or Deep Dive
+£500
Industry Diagnostics — flat rate, no org-size tiering
Industry Level 1
Industry Snapshot
£250
Industry Level 2
Industry Diagnostic
£650
Industry Level 3
Industry Deep Dive
£1,200
Commission a company Standard Diagnostic within 60 days of an Industry Diagnostic and the cost is credited against your fee. 15% charity rate available on request. Above 500 people — let's have a conversation.

Delivery timelines: Level 1 · 1–2 working days  ·  Level 2 · 3–5 working days  ·  Level 3 · 5–10 working days  ·  Navigator update · 2–3 working days. Timelines begin from receipt of complete intake information.
Industry Diagnostic

Request an
Industry Diagnostic

Tell us your sector and what you're trying to understand. We'll show you how pressure is moving through the industry you're operating in.

We work from publicly available signals and the structural context you provide here. No confidential, privileged, or personally identifiable information — CKS operates on visible data only.

About us

Two people.
One framework.

We built CKS because we kept seeing the same disconnect — what the data showed, what the narrative said, and what decisions were being made didn't line up. The information existed — it just wasn't being seen as a system.

Jules Hinds
Data & Insight · Framework Design
CKS is the brainchild of Jules — conceived while tracking the Paramount / Warner Bros. Discovery deal when he should've been concentrating on his day-to-day job.

I built CKS because I kept running into the same problem — the data said one thing, but the decisions being made didn't follow it. That became clear while tracking the Paramount / Warner Bros. Discovery deal. Audience behaviour had already shifted — away from regular cinema attendance and toward event-driven viewing — yet capital was still being deployed as if the old model held. The information existed. It just wasn't being read as a system.

So I started mapping it properly — signals, pressure, behaviour, constraints, and how they connect. That became CKS.

I think in structures. How signals connect, how pressure builds, how systems move under it — and where they break. CKS is simply that way of seeing, made usable.
Hannah Stead
Domain Expert · Quality Validation
I've spent over a decade working inside education and training systems, and more recently delivering AI apprenticeships into real organisations. I've watched strategy meet reality more times than I can count — and I know exactly where it breaks down.

My role in CKS is to test every output against how organisations actually behave. Not how they say they behave, and not how the model assumes they should — but what happens when people, incentives, and constraints interact under pressure.

That matters here because small gaps in reasoning become big problems in decision-making. If a finding doesn't hold up against reality, it doesn't pass.

CKS isn't only for large organisations with layers of analysis already in place. It's often the smaller teams — startups, SMEs, charities — who feel pressure most directly and benefit most from seeing it clearly.
Why we built CKS
We built CKS because we kept seeing the same disconnect — what the data showed, what the narrative said, and what decisions were being made didn't line up. The information existed — it just wasn't being seen as a system.

CKS was built to connect those layers. Not to predict outcomes, and not to simplify complexity, but to show how pressure is actually building and moving through a system, how exposure builds quietly — and what that means for the decisions in front of you.

It works because it combines two perspectives: structural pattern recognition, and real-world validation. If it doesn't hold up in both, it doesn't pass.
"AI for speed and clarity. Human judgement for execution."
Company Diagnostic

Tell us about
your system.

CKS works from publicly observable information only. This form is designed to help you tell us what's happening — and where we can verify it.

Before you begin — visible data only
CKS analyses what's externally observable about your organisation — what the system reveals from the outside. You don't need to share anything confidential. In fact, please don't.
For each piece of information you provide, we'll ask: where would we find this publicly? If the answer is "you wouldn't" — leave it out. CKS will find what it needs from the outside.
Think: your website, annual report, press releases, LinkedIn, news articles, Companies House, sector publications. That's our data.
Diagnostic Reference CKS-2026-001
Step 1 About you
Step 2 What has happened or changed?
Describe the event, decision, change, or pressure you want us to look at.
e.g. "We joined the Industry Accord Against Online Scams & Fraud in March 2026."
e.g. press release URL, news article, annual report page, LinkedIn post
Step 3 What are you trying to understand?
What's the question behind the question? What would a sharper lens help you see?
e.g. "What pressure chains does this decision activate that we might not be seeing from inside?"
Step 4 What's your instinct? optional but valuable
What does your gut tell you? This isn't data — it's context. It helps us understand where your attention is pointed and what you might be missing.
e.g. "I feel this is a safe path to pursue, but I'd value a wider perspective."
Step 5 Additional context optional
Anything else that would help us understand your system — with a source for each. Only include information that is publicly observable.
Additional item 1
Additional item 2
Additional item 3
Step 6 Diagnostic level

We'll review your submission and be in touch within one working day. If any information can't be verified from the sources provided, we'll come back to you before running the diagnostic. Your reference number is shown at the top of this form.

Information & Documents

See it before
you commission it.

All CKS documents are free to request. No commitment, no sales call. Just an email address and we'll send what you need.

Information Pack
What CKS is and how it works
Framework overview, quality system, diagnostic levels, pricing, and how to commission a diagnostic. The complete picture before you invest in anything.
Case Studies Pack
CKS across industries
A stress test of the CKS framework across very different environments — from healthcare and law to logistics, cybersecurity, politics, and small businesses. Shows where CKS holds and where it doesn't apply.
Navigator Package

Submit new information
for your Navigator update.

Your baseline diagnostic is the anchor. Every Navigator update is measured against it. Provide your diagnostic reference number and the new publicly available information you want assessed.

What the Navigator does
The Navigator updates your diagnostic — it does not rebuild it. Your original grade and pressure map are the baseline. New information is assessed against them. We tell you what has materially changed, what hasn't, and whether the grade moves. Requires a prior Level 2 diagnostic.
Visible data only — publicly available information. No internal, confidential, or privileged material.

We'll run your update and deliver within the agreed Navigator schedule. Your updated grade and delta assessment will be sent to your email.