Nirio reviews advice reports and wider case evidence against defined, deterministic controls based on selected FCA requirements and firm-specific standards — surfacing gaps, inconsistencies and areas that need closer review.
Designed for
In short
Nirio is compliance assurance software for UK financial advice firms. It reviews suitability reports and wider case evidence against defined regulatory and firm-specific controls, identifies missing or inconsistent evidence, routes issues through remediation, and provides population-level oversight. Nirio does not approve advice or confirm suitability.
Why deterministic matters
Nirio’s core review layer is deterministic — the same evidence is assessed against the same configured controls every time. Findings are repeatable, auditable and linked back to the evidence the reviewer can inspect.
Structured, rule-based checks — not probabilistic language-model judgement.
The challenge
Firms are under increasing pressure to evidence quality, consistency and good outcomes. Manual processes are reaching their limits.
Each suitability report can take 30–60 minutes to review against evidence expectations. Multiply that across hundreds of files per quarter.
Sampling helps manage workload, but it can leave important evidence gaps unseen.
Different reviewers apply different standards. What one flags, another may miss. Consistency is hard to maintain at scale.
Weak rationale, missing alternatives, unclear capacity-for-loss evidence — often discovered only after sign-off or during regulatory scrutiny.
AI and automation are reducing the time needed to produce advice documentation. Oversight needs to scale without simply moving the bottleneck into compliance.
Higher expectations around evidencing client understanding, foreseeable harm and good outcomes. Firms need to demonstrate they've considered client-specific circumstances consistently.
What Nirio does
Nirio helps reviewers assess advice reports and wider case evidence against defined controls, identify gaps and inconsistencies, manage remediation and monitor recurring themes across the wider advice population.
Apply deterministic evidence checks against selected regulatory controls and surface areas that need reviewer attention.
Review the suitability report alongside fact finds, adviser notes, ATRs and supporting evidence to surface inconsistencies and missing evidence across the case.
Apply the firm’s own advice standards alongside Nirio’s core controls so review reflects both the regulatory baseline and internal expectations.
Track what was flagged, how it was addressed and what evidence resolved the issue, creating a clearer audit trail.
Identify recurring findings, emerging themes and areas requiring attention across the wider advice population.
Reviewer output
Findings are presented with the evidence behind them, so reviewers can see what was found, why it matters and where judgement is still required.
Reviewer interface — Passed · Needs Review · Not Assessed, Priority Review Actions, supporting evidence excerpts.
To be replaced with a live product capture.
Beyond a single report
Advice evidence often spans more than one document. Nirio reviews the suitability report alongside fact finds, adviser notes, ATRs and supporting evidence to surface inconsistencies and missing evidence across the case — with supporting excerpts for human judgement. This does not issue a suitability or compliance verdict.
Control families
Deterministic checks against selected FCA requirements and firm-specific standards. Each check surfaces potential gaps with supporting excerpts from the evidence.
Checks whether the report links the recommendation back to the client's specific objectives, circumstances and needs.
Identifies whether alternative options have been addressed and evidenced, including why they were discounted.
Reviews whether capacity-for-loss evidence is present, client-specific, and clearly articulated.
Checks for evidence that the client understands the recommendation, associated risks and implications.
Assesses whether cost disclosure is present, clear, and linked to the value of the advice provided.
Looks for evidence that material risks, disadvantages and trade-offs have been communicated and documented.
Verifies that the client's personal and financial circumstances, knowledge, experience and objectives are reflected throughout.
Checks for evidence that liquidity needs, access requirements and lock-in implications have been considered and documented.
Reviews whether sustainable withdrawal rates, income sustainability and drawdown evidence are present where relevant.
Checks for evidence that the reasons, costs and disadvantages of a switch or replacement have been explained and compared.
Reviews evidence supporting good outcomes, client understanding and foreseeable-harm considerations under Consumer Duty.
Applies the firm's own configured advice standards alongside Nirio's core controls, so review reflects internal expectations.
Coverage depends on the configured ruleset and the advice scenario. Nirio does not claim comprehensive FCA coverage and does not determine whether advice is suitable.
Workflow
Five steps from report upload to reviewer-ready output. Controlled, auditable, and designed around your existing review process.
Provide the suitability report and, where relevant, supporting case evidence. Inputs can be uploaded directly or provided through an available integration.
Use optional structured inputs to provide key facts such as investment amount, withdrawals, income and expenditure for additional quantified checks.
Nirio generates reviewer-facing Priority Review Actions, highlighting potential evidence gaps with supporting excerpts.
Use the working draft area to collect improvement wording. Address gaps, strengthen rationale, and tighten evidence.
Re-run checks after amendments to see whether evidence gaps have reduced. Export findings for internal review records.
Philosophy
Nirio is a support layer, not a replacement. It helps reviewers identify potential evidence gaps more consistently — but every compliance decision stays with the qualified professional.
"Deterministic checks. Reviewer-facing actions. Human sign-off. That's the model."
Nirio applies structured, rule-based checks — not probabilistic language models. Checks run as structured rules on report text — consistent, repeatable, and designed for reviewer oversight — not as an AI system that drafts or approves advice.
Every Priority Review Action is presented for human assessment. Nirio does not approve reports, score suitability, or make compliance decisions.
Supporting evidence excerpts are shown alongside each action. Reviewers can trace what was flagged, why, and what the report actually said.
Who it's for
Whether you review five files a week or five hundred a month, Nirio helps you work more consistently and surface issues earlier.
Reduce time per file review. Get structured actions instead of re-reading every paragraph for evidence gaps.
Catch evidence weaknesses before reports reach compliance. Improve first-time pass rates and reduce rework cycles.
Increase review consistency across the firm without adding headcount. Evidence that your process is working, not just assumed.
Support multiple IFA firms with a consistent review support layer. Reduce manual effort per engagement.
Handle high-volume file reviews with more consistency. Focus experienced reviewers on complex judgements, not routine checks.
Nirio is currently being evaluated with financial advice firms and independent compliance reviewers while we continue to expand the control catalogue and integration model.
Practical integrations — including XPLAN connectivity where available — form part of that rollout.
See how reviewer-facing evidence checks work against a sample or sanitised advice case.
See Nirio in action with a guided walkthrough. We'll run a sample report through the system and show you Priority Review Actions in real time.
Book a walkthroughGet controlled access to Nirio using your own sample or sanitised report. See what it surfaces for your specific review process.
Want to evaluate before committing time? We can share a sample Priority Review Actions output so you can assess relevance and quality.
Or reach us directly at hello@nirio.ai
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