AI capability for growing businesses

Understand your business. Then put AI to work in it.

We help owner-managed businesses see what's really going on — through your own data, and through a structured AI diagnostic — then build the capability to act on it, owned by your team.

UNSTRUCTURED DATA, DISPARATE SYSTEMS ONE COMBINED VIEW SPREADSHEETS CSV FILES ACCOUNTING EXPORT POS DATA One clear view REVENUE£1.4m MARGIN31.6% CASH£212k
How we help

Understand the business. Then build the capability.

We help you see your business clearly — two ways — then implement and train your team on what we find.

Data & Insight · the leading engagement

From scattered data to one clear view.

The numbers that run your business sit in systems and spreadsheets no one has time to bring together. We do — into a single, board-ready read, kept current for you. It's the fastest way to a clear picture, and it usually opens up the deeper diagnostic work.

Unstructured data,
disparate systems
Spreadsheets
CSV files
Accounting export
POS data
brought
together
One combined view, read for you
Monthly Insight Report
Combined from 6 sources · period to date
Current
Revenue
£1.42m
↑ 8.4%
Gross margin
31.6%
↑ 2.1pts
Cash
£212k
↑ £18k
Overdue
£86k
⚠ watch
Revenue trend · 12 months
Revenue by client
Apex Ltd
38%
Meridian
22%
Calder
17%
Others
23%
THE READ

Growth is real but concentrated — Apex is 38% of revenue, worth widening. Overdue crept up; one account drives most of it. Margin held despite the cost rises flagged last quarter.

Explore the Insight service →
Diagnostics · the consulting exercise

From hidden risk to a prioritised plan.

A structured, consultant-led scan of where AI could reshape the work — across your processes, spreadsheets and manual effort. Every finding scored, risk-rated and ranked into a costed plan with a payback, not a list of problems.

Fragmented processes
& hidden risk
Process map
Sheet risk
Manual task
Key person
scored &
ranked
A prioritised plan, with paybacks
Opportunity Scan
23 findings · scored & prioritised
3 lenses
Findings
23
across 3 lenses
Quick wins
7
< 30 days
Value / yr
£140k
identified
Key-person risk
4
flagged
Top opportunities · ranked by value vs effort
1
Automate the monthly report pack
< 2 mo
2
Reconciliation & matching assistant
< 3 mo
3
Protect the pricing spreadsheet key-person
< 1 mo
4
Proposal drafting accelerator
< 4 mo
THE PLAN

Start with the three highest-value, lowest-effort wins — each pays back inside a quarter. Two single-person dependencies to protect first; the bigger rebuild is scoped separately.

Explore the Diagnostic →
Implement & Train · the capability programme

Then we build it into your team.

Understanding is only worth what you do with it. We equip your team with a Capability Playbook of governed, repeatable workflows and embed it through live training — so the capability stays in the business and compounds.

01

Assess

A measured, board-ready baseline of how your team uses AI today — re-measurable, so progress is provable.

02

Equip

The Capability Playbook — tested, governed workflows for the work your team does every day.

03

Embed

Live training delivered into the real work, with governance built in and internal champions equipped.

04

Sustain

An ongoing tier that keeps the Playbook current and brings new teams onto the same standard as you grow.

Explore the Capability programme →
Who we are

Built by someone who has actually done this.

Papavero was founded by Eoin O'Brien — a background spanning AI strategy at Accenture and AI product leadership at Barclays, building real systems inside real businesses.

Not a reseller, not a platform. A practitioner who helps owner-managed businesses put frontier AI to work — without the expensive tooling most assume they need.

Start a conversation →

Architect, not processor

We help you build a capability your business owns — not a dependency on us, or on a platform.

Governed by default

Every workflow we build has the guardrails written in — so AI is used confidently, and safely.

Your data stays yours

No third-party platform holds your numbers. Capability is stood up inside your own environment.

Get started

See your business clearly. Then put AI to work.

Most engagements start with a conversation and a first look at your data. Let's talk about where AI could make the biggest difference for you.

Book a call →