A consequential matter can require a team to understand an unfamiliar business, a complicated sequence of events, a product’s actual capabilities, or the assumptions behind a financial claim.
MuirMed provides focused investigative and analytical support for law firms and litigation-finance teams: establishing the subject, examining available information, identifying gaps, and developing findings the team can use.
The scope can encompass business models, financial assumptions, software, AI, and organizational decisions. Clinical training adds particular depth to medical and healthcare matters. Each investigation produces a clear explanation of the subject, a supported conclusion, and questions requiring further evidence or specialist expertise.
Litigation finance: examining the assumptions behind an opportunity
An investment in litigation depends on several different judgments: the legal merits, the potential recovery, the time and cost involved, the enforceability of an outcome, and the terms of the investment.
Within that process, there may be a business, medical, or technical account that needs closer investigation. A claimed commercial opportunity may depend on uncertain customer demand. A healthcare-related matter may require an understanding of how care is delivered. A dispute involving software may turn partly on what a product does and which alternatives are available.
Defined diligence assignments support the team responsible for legal assessment and investment underwriting.
Assignments can examine:
- Which business, medical, or product assumptions materially affect the opportunity.
- What evidence supports those assumptions.
- Whether the proposed explanation is consistent with how the relevant industry operates.
- Which alternative explanations deserve consideration.
- What information would most improve the team’s understanding before it commits further resources.
- Which questions require an economist, accountant, technical specialist, or other qualified expert.
The investigation delivers an explicit conclusion within its agreed scope. The findings might support the team’s initial understanding, reveal a weakness, or show that further investigation is necessary before relying on a particular assumption.
An illustrative assignment: a commercial loss that depends on projected demand
Suppose a matter involves a company’s assertion that it would have sold a substantial volume of a product if a particular event had not occurred.
A useful investigation could begin with the business underlying that projection. Who would have purchased the product? What alternatives existed? What did prospective customers say at the time? What distribution, implementation, or financing requirements stood between interest and completed sales?
A commercial investigation addresses those questions and organizes the findings for the team assessing the claim. That work might identify evidence supporting the expected demand, conditions the projection depends on, or competing explanations for the company’s performance.
The legal merits, formal damages calculation, and investment decision remain with the professionals responsible for them. MuirMed’s contribution is a better-supported understanding of the business assumptions those judgments depend on.
Early matter assessment: deciding what deserves a closer look
A firm may encounter a potential matter before it has a complete factual picture or a clear view of the resources required.
Early assessment establishes an initial understanding of the subject, identifies the central unanswered questions, and clarifies where specialist investigation is most useful.
The investigation can include:
- Learning the relevant industry, product, or operating environment.
- Organizing the supplied information into a coherent account.
- Identifying the assumptions that connect the available facts to the proposed explanation.
- Separating established information from inference and unresolved questions.
- Developing a focused list of further materials or interviews.
- Identifying the types of expertise the matter may require.
Deliverables include an initial briefing, an issue map, a research memorandum, or a presentation identifying the questions most likely to change the team’s assessment.
The purpose is to help the firm prioritize its investigative effort. An early investigation should make clear what has been established, what has not, and why the distinction matters.
Business and transaction matters: understanding what the documents describe
A transaction may involve a business whose contracts, forecasts, and presentations are easier to read than its operations are to understand.
Business investigation examines what the company provides, who depends on it, how customers choose it, and which relationships or capabilities underpin its performance.
For a transaction team, a defined assignment can examine:
- The product or service and its practical use.
- Customer and supplier relationships.
- The purchasing process and barriers to switching.
- Claims about competitive advantage.
- Operational dependencies behind an expansion plan.
- The connection between the business’s activities and its financial assumptions.
- Questions that should be raised with management or relevant specialists.
Healthcare transaction support also draws on clinical knowledge of patient needs, care delivery, and the demands placed on clinicians.
In other industries, the investigation begins with studying the business and testing the explanation against available evidence and the experience of people who know the work.
The findings support the transaction team’s understanding. Legal interpretation, accounting conclusions, and formal valuation remain separately assigned responsibilities.
Medical and healthcare matters: making the clinical reasoning understandable
Medical matters draw on a foundation in physiology and clinical reasoning.
A record may describe diagnoses, treatments, laboratory results, and changes in condition without clearly explaining how those pieces relate. The review establishes the sequence, the information available at each stage, and the interpretations supported by the evidence.
My clinical strengths and interests include complex multisystem illness, diagnostic uncertainty, acute deterioration, and explaining evidence.
Scoped clinical support can include:
- Organizing a clinical chronology.
- Explaining the physiology relevant to the events.
- Clarifying terminology and the purpose of investigations or treatments.
- Identifying missing information that affects interpretation.
- Examining where several clinical explanations remain possible.
- Developing focused questions for appropriately qualified specialists.
- Helping the legal team understand the healthcare system surrounding the events.
The work should preserve uncertainty where it exists. A finding that requires further investigation should be presented as such.
Formal expert opinions and testimony require a separate assessment of qualifications, experience, jurisdictional requirements, and the precise questions involved.
Products, technology, and disputed claims
A matter involving software, AI, a device, or another product may require a clear account of what the product was intended to do, what it actually did, and how people used it.
Product investigation connects those elements to the available evidence.
The work can include examining product descriptions and demonstrations, using the product where appropriate, studying alternatives, and identifying differences between a claimed capability and the user’s experience.
Questions might include:
- What task was the product supposed to perform?
- What conditions were necessary for it to work as described?
- What information did users receive about its capabilities?
- What additional work, checking, or expertise did effective use require?
- Which limitations were material to the decision being made?
- Which questions require independent technical testing?
Deliverables include an explanatory memorandum, a comparison of claims and available evidence, or questions for technical specialists. Engineering validation, forensic testing, and conclusions about legal liability remain with appropriately qualified team members.
Working within your team
Each engagement defines the investigative responsibility, the decision it supports, the information available, and the team’s intended use of the findings.
Depending on the engagement, deliverables include:
- An initial issue and evidence map.
- A research plan and targeted interview questions.
- An industry, business, or clinical briefing.
- A chronology tied to supplied materials.
- A memorandum distinguishing evidence, interpretation, and open questions.
- A presentation of findings and their implications within the agreed scope.
- Follow-up investigation as new information becomes available.
The reasoning is documented so that conclusions can be traced to their supporting material. The team should be able to see what supports a conclusion, where assumptions enter the analysis, and what could change the view.
An ongoing outside resource
A firm may benefit from a continuing relationship with someone who becomes familiar with its work and can be brought into new questions early.
Ongoing engagements provide continuity across scoped investigations, follow-up questions, and new information as a matter develops.
Familiarity with the team and its priorities supports more focused preparation, timely follow-up, and a clearer view of what the next stage of investigation requires.
Start with the question your team needs to resolve.
In an initial email, describe the general subject, the decision being considered, and the role you have in mind. We can establish fit, scope, conflicts, and an appropriate way to exchange materials before confidential information is shared.