Multi-Agent Case Study

How a Premium Kitchen Company Is Eliminating £150K+ in Annual Costs with a Digital Workforce

Good Brother, a premium kitchen design and installation company in Dublin and Galway, is deploying five interconnected digital workers to eliminate ordering errors, prevent no-shows, and build the operational backbone for franchise expansion.

+ 50% Remedials Cut
£ £150K+ Saved
Deployment Summary
Dublin & Galway - kitchen design
£150K+
Annual Savings
50%
Remedials Targeted
2,000+
Calls Analysed
£15K+
Saved Per Campaign
£150K+
Annual Savings Potential
50%
Remedials Targeted
2,000+
Calls Analysed
£15K+
Saved Per Campaign

Trusted by

Cyber Essentials
99.5% Uptime SLA
120+ UK Businesses Deployed
24/7 Multi-Agent Coverage

Operational Intelligence Across the Entire Business

£150,000+
in annual savings potential
from order verification alone
50%
of remedials from ordering
root cause identified and targeted
0
calls analysed
to build voice agent scripts
£15K+
saved per campaign
through no-show prevention

A Premium Business Running on Manual Processes

Good Brother's business runs on precision. A single wrong dimension on a kitchen order triggers a remedial costing thousands. But when the team looked at the data, they found that at least 50% of all remedials stem from ordering discrepancies - errors that happen between the designer's export and the supplier's confirmation.

On top of that, CRM data was inconsistent, sales categories were tangled, and the operational knowledge that made the business run was trapped in people's heads. With franchise expansion launching in 2026, every process needed to be replicable - and none of them were.

50% of Remedials from Ordering

Dimension, quantity, and code discrepancies between design export and supplier confirmation

Data Chaos

CRM entries with no categories, tribal knowledge trapped in people's heads

Franchise Expansion Approaching

No replicable processes in place for new locations

Five Digital Workers, One Intelligent Ecosystem

Good Brother's engagement is not a single-agent deployment. It is a multi-layered digital workforce spanning the entire customer lifecycle - from the first phone call to post-installation quality assurance. Each digital worker feeds intelligence to the next, creating a compound effect that gets sharper with every interaction.

Live & Improving

Your Call & Email Analyst

Analyses real customer calls and emails across six inboxes every 15 minutes. Separates valid conversations from noise to produce clean intelligence on customer intent, common queries, and sales patterns.

Building

Your No-Show Prevention Handler

Voice AI that calls customers 72 hours before showroom appointments. Confirms attendance, handles objections, and reschedules via SMS. Script refined from analysis of 2,000+ real customer calls.

Script In Review

Your Customer Satisfaction Caller

Post-visit AI caller that closes the feedback loop. Sales team primes the customer to expect the call, creating a branded AI experience across the full journey - building trust for future interactions.

Scoping

Your Order Verification Checker

Cross-references designer export, supplier order confirmation, and the full product manual in a three-way check. Catches dimension, quantity, finish, and code discrepancies before installation. Directly targets the root cause of 50% of remedials.

A Digital Workforce That Compounds

  • £150K+ Annual Savings Potential

    From order verification alone - eliminating the root cause of 50% of remedials

  • £15K+ Saved Per Marketing Campaign

    No-show prevention protecting every pound spent on customer acquisition

  • Complete Call and Email Visibility

    Six inboxes analysed every 15 minutes - nothing falls through the cracks

Projected Impact
Across all five digital workers
Call & Email Coverage 100%
Remedials from Ordering Targeted 50%
No-Show Reduction Target 50%+
Digital Workforce Activity
Call Analyst
Analysing
No-Show
Building
Satisfaction
In Review
Order Check
Scoping
Ops Manual
Future
Email Scan
Active

That's a game changer. That's a buddy check on steroids. It just puts the onus on the order being sent correct the first time. That would save us 150 grand a year.

JF

Jonathan

Founder, Good Brother
Mindset Shift
How can we expect a system or AI to read or know something when we don't even have a process in place ourselves? That was fundamentally a big change in my thought process.
Jonathan - on the process clarity AI demands
Transformation
Conversation has led us onto something that will help us commercially - massively. We can actually now start tracking things and have visibility of things, which is just brilliant.
Jonathan - on the overall engagement
Operational Impact
This is directly linked to our KPI of right first time. I know that at least 50% of those remedials are from ordering discrepancies. If we can unlock an agent that can see that - that just puts the onus on the order being sent correct the first time.
Jonathan - linking the digital worker to their most critical business metric

Built by Operators

Piers Linney

Piers Linney

Executive Chairman & Co-founder

Award-winning technology entrepreneur who has provided technology services to clients ranging from SMEs to FTSE-100 companies across sectors from retail to defence.

pierslinney
Dr Aalok Shukla

Dr Aalok Shukla

CEO & Co-founder

Combined expertise in technology and clinical fields. Experienced innovator in deploying exponential technologies during platform shifts.

aalokshukla

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