Case Studies & Early Signals

These short examples are early, anonymised scenarios from pilots and internal testing. They are illustrative only, not statistically significant, and should not be treated as guarantees of future results.

Case Study 1•Independent Financial Advisor (solo practice)

Solo IFA Starts Standardising Documentation

Small IFA practiceDocumentationAudit Trail

Challenge

One adviser managing multiple client portfolios with limited time for research and write-ups. Struggling to keep documentation consistent and FCA-ready across clients.

Solution

Used ExplainVest to pull deterministic research views into a simple template for client notes, and to generate basic audit packs for a subset of clients over a few months.

Results (Early pilot (a few months))

Documentation process
More structured
Moved from ad-hoc Word docs to a repeatable template
Evidence tracking
Centralised
Key data points and rationale stored in one place

"The main benefit so far has been having a consistent way to capture rationale and evidence. It still needs refining, but it feels easier to keep track of what I told each client and why."

— Solo IFA (1 adviser)

Case Study 2•Independent advisory firm (3-person team)

Small IFA Firm Experiments with Shared Workflows

Small team (3 advisers)Shared workflowsConsistency

Challenge

Three advisers each had their own style of research notes and client reports. The partners wanted a more consistent, lightweight process without adding another full-time role.

Solution

Trialled ExplainVest across a small set of clients to standardise how research views feed into proposals and file notes, and to test whether the team could reuse the same templates.

Results (Early pilot (a few months))

Team consistency
Improved
Advisers began using the same core structure for notes and rationale
Perceived effort
Reduced
Advisers reported it “felt quicker” to pull together documentation for those pilot clients

"We are still early in our use, but having a shared structure for research and documentation has already reduced back-and-forth when reviewing each other’s files."

— IFA Firm (3 advisers)

Case Study 3•Independent advisory firm (5-person team)

Five-Advisor Team Tests Compliance Exports

Small team (5 advisers)Compliance supportReview preparation

Challenge

The team wanted a clearer, more centralised record of why recommendations were made, and to make it easier to prepare files ahead of internal or external reviews.

Solution

Used ExplainVest’s deterministic research views and export features on a limited number of review cases, focusing on how well the outputs supported their existing compliance process.

Results (Targeted review period)

Review preparation
More straightforward
Key data and rationale could be exported into a single pack for the reviewer
Advisor feedback
Cautiously positive
Advisers noted potential time savings but stressed the need for continued oversight and checks

"These early tests suggest the tool could help us organise documentation better. We still treat all outputs as inputs into our own judgment, but it’s useful to have one place to start from."

— IFA Firm (5 advisers)

Important: These case studies are early, anonymised examples from pilots and internal testing. They are illustrative only and not independently verified. Results will vary by firm, process, and market conditions, and nothing here should be interpreted as a promise of performance or specific outcomes.