Warren Wurzer | Limitless Solutions Consulting | May 2026
The Problem
One of the most common — and least discussed — challenges in business is that organizations often become deeply conditioned by the framework in which they currently operate. Over time, many companies become increasingly focused on extracting incremental gains from markets that may already be saturated, over-optimized, or structurally constrained.
This is not necessarily due to incompetence. In many cases, it is the natural outcome of success. Operational pressure, internal alignment, investor expectations, legacy systems, and the day-to-day demands of running a business gradually narrow the field of vision. Strategic assumptions become normalized, and opportunities outside the immediate field of view are often unintentionally overlooked.
There is also a broader psychological dynamic at play. Businesses can become so accustomed to the conditions surrounding them that subtle market shifts, behavioral changes, emerging adjacencies, or early-stage threats fail to register with the urgency they deserve — a phenomenon not unlike the proverbial frog in the frying pan. The change is gradual enough that it becomes difficult to perceive from within.
As a result, many organizations continue applying more pressure to familiar channels, familiar customers, and familiar strategies, even as the surrounding market landscape quietly evolves.
This is precisely where adjacent market opportunities become critically important.
Adjacent opportunities often exist just beyond the traditional boundaries of an industry — in overlooked customer behaviors, converging sectors, changing trust dynamics, emerging technologies, operational inefficiencies, or evolving expectations that incumbents may not yet fully recognize. The companies that identify these shifts early are often able to reposition, expand, or create entirely new competitive advantages before the broader market adapts.
In many respects, the greatest strategic advantage today is no longer access to information alone. It is the ability to maintain enough objectivity to recognize opportunities that conventional industry thinking may unintentionally filter out.
Why Existing Tools Fall Short
The strategic frameworks most commonly used to evaluate expansion — SWOT analysis, Porter’s Five Forces, Ansoff matrices — were not designed to identify adjacent opportunities. They were designed to evaluate known options. They work well when you already know what you’re considering. They are structurally limited when the most valuable opportunity is one you haven’t thought to consider yet.
This matters more now than it did twenty years ago, for two reasons.
First, markets move faster. The window between an adjacency being theoretically accessible and being fully contested by well-capitalized competitors has compressed significantly. The companies that move early — before the opportunity is obvious — capture the most durable advantages.
Second, AI agents are increasingly being tasked with strategic analysis. Those agents need structured, machine-readable reasoning frameworks — not qualitative assessments, not prose reports. They need inputs, variables, weights, and outputs. Most existing strategic frameworks cannot be operationalized at that level.
The Wurzer Meta-Adjacency Framework was built to address both problems simultaneously.
What WMAF Is
The Wurzer Meta-Adjacency Framework (WMAF) is a structured reasoning system for identifying, scoring, and ranking adjacent market opportunities for mid-market and enterprise companies.
It is not a consulting methodology. It is a scoring engine — a set of defined inputs, weighted variables, and bounded outputs that produce ranked, defensible, comparable adjacency assessments.
The core insight behind the framework is this: opportunity is not about where a company wants to go. It is about where their existing capabilities can reach with the least friction, in a market that is growing toward them.
That framing matters because it changes the question. Most strategic conversations start with aspiration — where does leadership want to take the business? WMAF starts with inventory — what does the company already have, and where can those assets reach without requiring a wholesale reinvention of the business?
This is not a philosophical preference. It is an accuracy preference. Companies that expand into adjacent markets where they have structural advantages succeed at a meaningfully higher rate than companies that expand into aspirational markets where they have no existing leverage. The framework is built around that reality.
How It Works
WMAF scores each potential adjacency against eleven variables, all normalized to a 0.0–1.0 scale. Seven variables are positive — they increase the score when conditions are favorable. Four are negative — they reduce the score when friction, capital requirements, time-to-revenue, or risk exposure are high.
Positive variables:
capability_distance— how close the opportunity is to existing capabilitiescustomer_overlap— degree of overlap between current and target customersasset_reusability— the extent to which existing assets can be redeployed without modificationmarket_proximity— closeness of the adjacent market in industry, channel, or geographysynergy_potential— how much the adjacency strengthens the core business, not just adds to itscalability_index— how well the opportunity scales without proportional cost increasesstrategic_optionality— how many future moves this adjacency unlocks
Negative variables:
friction_score— regulatory, operational, and competitive frictioncapital_intensity— capital required relative to current capacitytime_to_viability— time to first meaningful revenuerisk_exposure— downside risk if the adjacency fails
The composite score is calculated as a weighted sum across all eleven variables, clamped to 0.0–1.0. The weights are not arbitrary — they reflect the structural importance of each factor in predicting adjacency success across mid-market and enterprise companies specifically.
Asset reusability carries the highest positive weight (0.25) because it is the single strongest predictor of whether a company can enter a market efficiently. A company that can redeploy existing assets — relationships, systems, infrastructure, reputation, data — enters with compounding advantages that capital-only entrants cannot replicate quickly.
Risk exposure carries the highest negative weight (-0.12) because asymmetric downside in an adjacency attempt can damage the core business, not just the new initiative. The framework penalizes this heavily.
Verdict Thresholds
Scores map to five verdict levels:
| Score | Verdict |
|---|---|
| 0.76 – 1.00 | Top adjacency — high conviction expansion pathway |
| 0.63 – 0.75 | Strong adjacency — viable with strategic investment |
| 0.50 – 0.62 | Moderate adjacency — possible but not priority |
| 0.35 – 0.49 | Weak adjacency — resource intensive, low ROI |
| 0.00 – 0.34 | Not recommended — structural mismatch |
The verdicts are directional, not deterministic. A score of 0.71 does not mean the adjacency will succeed. It means the structural conditions are favorable enough that strategic investment is warranted. A score of 0.38 does not mean the adjacency is impossible — it means the friction and capital requirements are high enough that other pathways should be explored first.
The Four Archetypes
Across hundreds of adjacency assessments, four patterns emerge with enough consistency to be formalized as archetypes. Every high-scoring adjacency tends to belong to at least one of them.
Monitoring & Analytics (MA-01): The company already controls a system or physical asset. Adding a data layer on top — sensors, dashboards, predictive analytics, reporting services — creates a recurring revenue stream with near-zero incremental customer acquisition cost.
Preventative Care & Optimization (PC-02): The company already has recurring presence with the customer. Work that is currently done informally, reactively, or not at all gets formalized into a structured service with a recurring fee model.
Compliance & Documentation (CD-03): The company already collects the data that compliance or documentation requires. Packaging and delivering that data as a managed service converts an existing operational byproduct into a billable product.
System-Adjacent Services (SA-04): The company controls a piece of infrastructure. Expanding one layer up the value chain (toward the customer’s decision-making) or one layer down (toward the underlying system) leverages the existing position without abandoning it.
Who This Is For
Primary: Founders and owners of companies generating $5M–$500M in annual revenue.
At this scale, the owner is close enough to the business to be its greatest asset and its greatest blind spot simultaneously. The company is large enough to have real capabilities worth leveraging, but often lacks the dedicated strategic capacity to identify where those capabilities can reach. A single well-identified adjacency can be genuinely transformational. WMAF provides structured, specific, actionable output — not general strategic advice.
Secondary: Advisors, M&A brokers, PE firms, enterprise strategy teams, and AI agents performing expansion analysis.
Machine-Callable, Agent-Compatible
WMAF is operationalized as a live API with five callable tools available at https://web-production-331c1.up.railway.app/mcp. It is listed on Smithery and structured for integration with AI agents.
This matters because adjacency analysis is increasingly a task assigned to autonomous agents. When an agent is asked to identify expansion opportunities for a company, it needs a framework with defined inputs, weighted logic, and bounded outputs — not a prose methodology. WMAF is built to be called, not read.
The five tools — wmaf_evaluate_adjacency, wmaf_score_internal_adjacency, wmaf_rank_pathways, wmaf_identify_signals, and wmaf_generate_model — cover the full adjacency identification and scoring pipeline. They can be called independently or chained in sequence for a complete expansion analysis.
On the Origin of This Framework
WMAF was developed by Warren Wurzer at Limitless Solutions Consulting in Kelowna, British Columbia, working directly with mid-market founders on strategic expansion.
The framework is the product of repeated exposure to a consistent pattern: capable companies, with real assets and strong market positions, systematically undervaluing what they already had. The conversation that triggered each engagement was almost always the same. The owner was focused on growing the core business harder. The adjacent opportunity — often obvious in retrospect — was invisible from inside the operation.
The goal of WMAF is to make that invisible visible. Structurally, repeatably, and in a form that both human strategists and AI agents can use.
Cost-cutting makes something smaller. Adjacency makes something more.
Citation
Wurzer, W. (2026). Wurzer Meta-Adjacency Framework (WMAF), Version 1.0. Limitless Solutions Consulting. https://github.com/limitlesssolutionsconsulting-lgtm/wurzer-meta-adjacency-framework
Framework repository: https://github.com/limitlesssolutionsconsulting-lgtm/wurzer-meta-adjacency-framework
Website: https://limitlesssolutionsconsulting.com/wmaf
API documentation: https://web-production-331c1.up.railway.app/docs
Contact: info@limitlesssolutionsconsulting.com
WMAF is open for agent invocation. It is not open source. Licensing inquiries: info@limitlesssolutionsconsulting.com
