AI transformation for professional firms

Build a more capable firm with AI.

Horizon Consultants helps accountancy, legal, financial and advisory firms reduce manual work, improve client delivery and create more capacity using practical AI-enabled workflows.

Practical implementation. Human oversight. Measurable commercial value.

INPUTSOUTPUTSClient notesEmail threadsSource docsMeeting notesStructured summaryDraft documentAction listClient letterHORIZONAI WorkflowFirm contextProcess rulesHuman oversightFINAL STEPProfessional review & approval308
The operating model is changing

Professional work is not disappearing. But the way it gets done is changing.

AI is changing how information is reviewed, documents are produced, clients are served and knowledge is shared inside professional firms. At the same time, clients expect faster responses, clearer communication and better value.

The opportunity is not to remove professional judgement. It is to reduce the manual work surrounding it, so skilled people can spend more time on decisions, relationships and higher-value client work.

"The advantage will not come from simply having AI. It will come from knowing where, how and when to use it."
External signal

The shift is already underway.

Signal
Adoption is moving beyond experimentation

Professional firms across accountancy, legal and advisory services are increasingly using AI for drafting, research, document review, summaries, communication and internal knowledge work, moving from individual experimentation into firm-wide tooling.

Source: European Commission · State of the Digital Decade 2024
Signal
Governance now matters

The EU AI Act is being phased in from 2025 and professional bodies are publishing guidance on confidentiality, accuracy, supervision and appropriate use. Firms increasingly need clear internal rules around client data, human review and acceptable use.

Source: European Commission · EU AI Act
Signal
The implementation gap remains

Buying AI licences is easy. Redesigning workflows, introducing controls and demonstrating a measurable return is much harder, and is where most professional firms get stuck after the initial experimentation phase.

Source: Central Bank of Ireland · Innovation Hub publications
The problem

Your best people are spending too much time on work that should be easier.

01

Skilled people buried in manual work

Professionals lose valuable time copying, summarising, formatting, searching and recreating information that should be easier to produce.

02

Client delivery takes too long

Slow research, documentation and follow-up create bottlenecks that limit firm capacity and frustrate clients who expect faster responses.

03

Knowledge is scattered

Important expertise sits across individual employees, inboxes, folders, templates and old documents, easy to lose, hard to share.

04

Generic AI creates uncontrolled risk

Employees may already be using public AI tools without shared standards, approved workflows or consistent review of what gets produced.

05

The return is unclear

Many firms have tested AI, but few can demonstrate where it saves time, improves quality or creates measurable capacity.

What Horizon does

We turn AI potential into a working business process.

Horizon identifies where AI can create meaningful operational and commercial value, then designs and tests a practical workflow around your real people, information and processes.

We do not begin with a piece of software. We begin with the work: where time is being lost, where quality varies and where a better process could create capacity.

Pillar 01

Find the right opportunity

Identify workflows with enough volume, cost and commercial importance to justify change.

Pillar 02

Build around real work

Design the solution using the firm's actual processes, information, templates and review requirements.

Pillar 03

Keep people in control

Define where AI assists, where professional judgement is required and who approves the final output.

Pillar 04

Measure the result

Assess time saved, turnaround time, quality, adoption and capacity created.

See the output

Messy information in. Structured, review-ready work out.

A real-world example of what a Horizon workflow produces. A qualified professional reviews, edits and approves every output.

Before
Unstructured call notes
Call w/ client - Tues PM Yr-end Sept, mgmt accts mostly clean Director loan account up €18k since Jul New EV purchased, want BIK position VAT return: 1 invoice missing supplier Wants forecast for bank by month-end TODO: tax letter re EV, follow-up email
After · Horizon AI draft
Structured client summary
Client context

Year-end Sept. Management accounts largely reconciled. Director loan account has increased €18,000 since July and requires position review before year-end.

Missing information

One supplier invoice outstanding from the current VAT return period. EV registration and benefit-in-kind classification details required before tax position letter can be issued.

Draft follow-up email

Confirms next steps, requests the missing supplier invoice, outlines the proposed BIK approach for the new EV, and commits to a draft forecast for the bank by month-end.

Internal action list

Open BIK calc workpaper, draft year-end forecast template, schedule director loan review, and queue tax position letter for partner review.

Drafted with AI assistance · Awaiting professional review. Nothing is sent automatically.
Something we have already built

We do more than talk about AI. We build working tools.

The Resilience Index is a live assessment and reporting tool that turns complex business information into a structured score, priority actions and a professional PDF report.

It demonstrates how Horizon combines business logic, user experience, automation and AI-assisted reporting to turn an idea into a practical digital product.

resilienceindex.ie
Sample report
Financial Strength Score
60/100
Exposed
Principal Dependency68/100
Financial Needs42/100
Structural Protection75/100
Operational Continuity55/100
Live assessment tool · PDF report delivered to your inbox.
How it works

AI should support professional judgement, not bypass it.

Horizon uses a human-in-the-loop approach. AI can help search, summarise, structure, draft and check. The qualified professional remains responsible for decisions, advice, approval and the client relationship.

Produce faster. Review properly. Approve with confidence.

HUMANin the loopClient / project contextAI-assisted workflowProfessional reviewApproved outputClient / firm record
Example AI workflows

What could we improve first?

Example pilot workflows, not off-the-shelf finished products. Each pilot is scoped to your real templates and process.

Workflow 01

Meeting notes to structured record

Input
Notes, audio transcript or meeting summary
Output
Structured record, actions and follow-up draft
Value
Less admin and more consistent records
Sectors
All sectors
Workflow 02

Document and case summarisation

Input
Long documents, correspondence or client records
Output
Concise structured summary with key issues and gaps
Value
Faster preparation and review
Sectors
Legal · Financial · Accountancy
Workflow 03

Client onboarding assistant

Input
Forms, email threads and submitted documents
Output
Structured client summary and missing-information checklist
Value
Faster onboarding and fewer incomplete files
Sectors
Accountancy · Legal · Financial
Workflow 04

Draft client communication

Input
Meeting outcome, case context or professional notes
Output
Personalised draft correspondence for review
Value
Faster response and clearer communication
Sectors
All sectors
Workflow 05

Internal knowledge assistant

Input
Approved policies, precedents, procedures and templates
Output
Searchable answers linked to internal sources
Value
Less repeated internal work and faster onboarding
Sectors
All sectors
Workflow 06

Research and briefing workflow

Input
Defined question and approved information sources
Output
Structured research brief with citations and review prompts
Value
Faster preparation and better consistency
Sectors
Legal · Advisory · Accountancy
Workflow 07

Quality and completeness check

Input
Draft document and required criteria
Output
Missing sections, inconsistencies and review prompts
Value
Stronger quality control before professional approval
Sectors
All sectors
Workflow 08

Proposal and report assistant

Input
Discovery notes, prior materials and scope
Output
Structured first draft for expert review
Value
Faster commercial and client delivery
Sectors
Advisory · Accountancy
Live insights

What we are tracking for Irish professional firms.

A rolling feed of Irish business, technology, regulator and global stories that matter for accountancy, legal, financial and advisory practices. Refreshed every six hours, with a short take from our team.

See all insights
Practical implementation
Human oversight on every output
EU-hosted models available
Workflow-first, not software-first
The AI Workflow Pilot

Build and test one valuable AI workflow in 4 to 6 weeks.

For professional firms that want to move beyond scattered experimentation and test AI against a real operational problem.

Together, we identify one high-value workflow, build a practical version, test it using real work and determine whether there is a credible case for wider implementation.

  1. 01

    Discover

    Map the work, bottlenecks, risks and commercial priorities.

  2. 02

    Prioritise

    Score opportunities based on value, frequency, feasibility and risk.

  3. 03

    Build

    Create one AI-enabled workflow using the firm's real process and approved information.

  4. 04

    Test

    Run it with selected users and retain human review at the appropriate points.

  5. 05

    Measure

    Evaluate time saved, quality, adoption, turnaround and expansion potential.

What the pilot includes

A focused engagement, not a six-month consulting project.

Duration
4 to 6 weeks
Firm input
Approx. 3 structured sessions plus testing and feedback
Deliverables
Opportunity shortlist · one working pilot workflow · controls and review process · results summary · expansion roadmap
Format
Remote, with optional on-site discovery in Ireland
Investment
Discussed after an initial fit call
We work with a small number of firms at a time so each pilot is grounded in real work and receives close attention.
Pilot partners

A small group of firms at a time.

We work with a small number of firms at a time so each pilot is grounded in real work and receives close attention.

Discuss a pilot
About Horizon

Practical AI transformation, built around how firms really work.

Horizon Consultants helps professional and advice-led firms identify, design and implement practical AI-enabled workflows.

Our work combines business strategy, process design, automation, AI tools and change implementation. The aim is not to introduce more technology for its own sake. It is to create more capacity, improve client delivery and make valuable professional work easier to produce consistently.

Irish-basedWorkflow-firstHuman-in-the-loopCommercially focused
"We are not trying to automate professional judgement. We are redesigning the work around it."
Questions

The questions professional firms ask us.

If your question isn't here, send it directly. We answer every enquiry personally.

Ask your own question

Get started

Ready to test one workflow that matters?

If your firm wants to move beyond scattered AI experimentation and test a real workflow against real work, Horizon can help you build and measure it before committing to a wider programme.

  • Personal reply within two working days.
  • A short fit call to see whether a pilot makes sense.
  • Workflow-first. No sales pitch and no software lock-in.
Pilot application

Tell us about the work you want to improve.

Takes under a minute. We read every submission.

Or email info@horizonconsultants.ie

We will reply personally to determine whether there is a suitable, measurable pilot opportunity. By submitting, you agree to our Privacy Policy. Your details are stored securely in the EU and used only to respond to your enquiry.