Trusted by Scottish Government
NHS 24
Thoughtworks

HOW IT WORKS

AI Impact without the
12-month data project

From messy data to deployed AI blueprints - in weeks, not months.

Three ways we help

We do the hard part so you don't have to.

1

Fix your data

Connect. Validate. Trust.

Trusted data feeds everything. We connect, clean, and prepare your data so it's AI-ready from day one.

2

Deploy our Blueprints

Pick a blueprint. Deploy in weeks. See results.

Pre-built AI solutions for finance, operations, and compliance. Ready to run on day one.

3

Blueprint Architects

Tailor. Integrate. Optimise.

Our experts embed with your team to shape each blueprint for your unique business - fast, because the foundations are already built.

Step 1

Fix your data

You can't spot anomalies in data you don't trust. FireBreak connects to your existing systems and validates data quality immediately.

Finance Systems

SAP, Oracle, NetSuite, Xero, QuickBooks

Operations & ERP

Microsoft Dynamics, Salesforce, ServiceNow

Documents & Files

Invoices, contracts, policies, spreadsheets

Custom Sources

REST APIs, databases, data warehouses

What we check

Duplicate invoices3.2% flagged
Vendor pricing drift12 suppliers
Missing approvals8 transactions
Intercompany imbalances2 entities

Before AI can find outliers, you need to know what you can trust.

Step 2

Deploy our Blueprints

18 pre-built AI blueprints across three categories. Pick what matters most. Deploy in weeks.

Category 1

The outlier. In seconds.

Spot what others miss. Budget drift, vendor leakage, compliance gaps - surfaced before they cost you.

Budget & Forecast Risk

Where are we about to overspend?

Vendor & Contract Leakage

Which suppliers cost us more than they should?

Fraud & Compliance

What transaction doesn't belong?

Supply Chain Visibility

Where's the next bottleneck?

Cost Centre Drift

Which department is bleeding budget?

Executive Reporting

What changed since last month?

Category 2

Work gets done automatically

Stop chasing approvals, sending reminders, copy-pasting into reports. Let agents handle the routine.

Approval Routing

Who needs to sign this off?

Escalation Handling

What needs attention right now?

Vendor Follow-Up

Where are we waiting on suppliers?

Recon & Reviews

Did the numbers tie this month?

Status & Reporting

What's the update?

Exception Workflows

What broke and what's next?

Category 3

Ask anything. Get answers in seconds.

No more waiting for analysts. Ask questions in plain English, get answers grounded in your data.

Board Variance Q&A

Why did the number move?

Customer Call Insight

What did customers actually say?

Contract & Policy Q&A

What does this clause actually mean?

Exec Briefing Prep

What do I need before this meeting?

Internal Helpdesk

Where's our policy on this?

Sales Enablement

How do we win this deal?

Step 3

Blueprint Architects

Our experts aren't consultants who rebranded into AI. They built this platform. They embed with your team to tailor each blueprint for your unique business.

Tailor to your business

Every blueprint adapted to your systems, processes, and terminology

Integrate deeply

Connect to your existing workflows, not replace them

Transfer knowledge

Your team learns to operate and extend the blueprints

What Blueprint Architects deliver

Week 1-2Data connected & validated
Week 3-4First blueprint live
Week 5-8Tailored & integrated
Week 9-12Team trained & operating

AI Impact in 12 weeks - or don't pay us.

Book a blueprint session

30 minutes. We identify which blueprint fits your business. You see the path to impact in 12 weeks.