Research

Design decisions behind responsible AI compliance

AI can help compliance teams move faster, but only when outputs are governed, reviewable and grounded in evidence. Acompli research explains the design choices behind the platform.

30 publications8 research areas

Research areas

Practical guidance and platform design in one index

Compliance guides, responsible AI design notes and platform engineering papers stay together so teams can connect regulatory change to workflow action.

Compliance Guides
Legitimate Interests Assessment TemplateThe fields an LIA should record: purpose, necessity and balancing tests under GDPR Article 6(1)(f), and how to keep the assessment defensible.
Compliance Guides
Privacy Assessment Software ComparedThe four types of privacy assessment tool, what each is best for, the criteria to score them on, and how to choose.
Compliance Guides
Privacy Risk Software ComparedThe four types of privacy risk tool, what each is best for, the criteria to score them on, and how to choose the right one.
Compliance Guides
Privacy Risk Register TemplateThe fields a defensible GDPR risk register should contain: source, inherent vs residual scoring, treatment plan, owner and review.
Compliance Guides
Inherent vs Residual Risk: GDPR Risk Scoring ExplainedThe two scores a GDPR risk assessment records, why both matter, and how to score risk before and after controls.
Compliance Guides
RoPA Software Compared: How to Choose an Article 30 ToolHow to compare RoPA software on the criteria a DPC or ICO inspection tests: Article 30(1)/(2) coverage, multi-entity scoping, evidence traceability, version history and a Schrems II transfer view.
Compliance Guides
RoPA Automation: What It Should (and Shouldn’t) AutomateWhat RoPA automation honestly means: the register stays current without re-keying, with per-field confidence scores and a named human approving every record.
Compliance Guides
Article 30 (RoPA) Template: Fields for EU & UK GDPRThe mandatory Article 30(1) controller fields and the parallel Article 30(2) processor fields, with a downloadable template you can fill and maintain.
Compliance Guides
How to Create a RoPA (Article 30): Step by StepA step-by-step guide to building a Record of Processing Activities under Article 30 — identify, map, document, review and maintain, with a named human approving the record.
Compliance Guides
RoPA Examples: Worked Article 30 EntriesWorked controller and processor RoPA entries for recruitment, payroll, customer support and marketing — what a complete Article 30 record looks like field by field.
Compliance Guides
EU AI Act Requirements in Ireland and the UKWhat Regulation (EU) 2024/1689 requires of Irish and UK organisations: risk tiers, deadlines, provider and deployer duties, Article 49 registration scope, penalties, and the GDPR overlay.
Compliance Guides
DPIA Requirements in Ireland and the UKWhen a DPIA is mandatory under GDPR Article 35 in Ireland (DPC) and the UK (ICO): the high-risk thresholds, required content, and prior consultation.
Compliance Guides
DSAR Requirements in Ireland and the UKHandling Data Subject Access Requests under the EU and UK GDPR: the one-month deadline, extensions, exemptions, ID checks, and DPC vs ICO practice.
Compliance Guides
Data Breach Notification in Ireland and the UKThe 72-hour rule under Article 33, when you must tell affected individuals under Article 34, and how DPC and ICO breach reporting differ.
Compliance Guides
PECR & ePrivacy Requirements in Ireland and the UKCookie consent and electronic-marketing rules under UK PECR and the Irish S.I. 336/2011: consent, the soft opt-in, and DPC vs ICO enforcement.
Compliance Guides
What Is a DPIA? GDPR Article 35 GuideWhen a Data Protection Impact Assessment is required, what it should contain, and how DPIAs connect to RoPA and risk records.
AI Governance
EU AI Act Ireland: 2026 Timeline and Article 50 GuideIreland AI Act implementation, Article 50 transparency obligations, and the evidence organisations should document now.
Compliance Guides
How to Estimate Your GDPR Fine Exposure: A Step-by-Step GuideA practical walkthrough of Article 83 fine caps, aggravating and mitigating factors, and how to brief executives on realistic exposure.
Compliance Guides
DPIA Tools Compared: What Irish Organisations Should Look ForFive capabilities that separate an enterprise-ready DPIA platform from a spreadsheet-with-AI.
AI Governance
Why Acompli Is Built for Governance, Not Auto-DraftingAcompli is built on the principle that AI should be governed first and useful second. Every output is auditable, traceable, and human-approved.
Data Strategy
The Self-Reinforcing Data Lifecycle: Building Institutional KnowledgeEvery validated assessment is an input to the next — institutional knowledge compounds rather than decays.
Human Factors
The Psychology of DPIA Completion: Why Experts StruggleWhy skilled privacy professionals still find DPIAs painful — and what the tooling has to change to help.
Productivity
Automating the Administrative Burden: Intelligent Risk IdentificationHow pattern-matched risk surfacing lets assessors spend their time on judgement, not transcription.
Team Scale
Acompli Is Built to Scale the Privacy Function, Not Sideline ItThe platform expands what a DPO’s office can cover — rather than replacing the judgement calls only people can make.
Records & Governance
GDPR RoPA Requirements in Ireland and the UKA side-by-side comparison of Article 30 obligations under EU GDPR and UK GDPR, with best practices for maintenance.
Data Transfers
Transfer Impact Assessments under GDPR: Compliance GuideWhat the DPC and ICO expect in a TIA, how to document safeguards, and how to keep it current as suppliers change.

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