Trusted by Scottish Government

NHS 24

Thoughtworks

AI promises a lot. We make it real.

Strategy and delivery from one team: the track record to know which AI pays, and proven solutions to deliver it — adapted to you, not built from scratch.

See how it works

See it in action

Step 1

Connecting your systems...

ERP

Excel

Finance

Planning

Reports

Ops Data

0 sources connected

Why FireBreak

Most firms advise or build. We do both.

We know which AI pays

A track record running data and AI inside major enterprises — so we back the few bets that move growth and margin, and drop the ones that don't.

Proven solutions, not a blank page

Blueprints — proven, ready-made solutions for your core functions, adapted to you instead of built from scratch.

You skip the years of trial and error.

Senior people who deliver

Blueprint Architects — senior operators who've done this before, standing it up in your business.

Not a deck, not a junior team.

Judgement that's been tested, solutions that are proven, people who deliver — value you can measure.

Why most AI investment stalls — and the 6 things that fix it.

McKinsey, BCG and Gartner converge on the same playbook — each card cites its source.

Fix the data foundations

MCKINSEY Fragmented sources kill pilots. Unify and clean before you scale.

Lead with an ROI thesis

BCG Tie every initiative to a measurable business outcome upfront.

Industrialise with blueprints

GARTNER Reusable patterns beat bespoke builds. Don't rebuild from scratch.

Close the adoption gap

MCKINSEY Tech without behaviour change fails. Embed AI in the daily flow.

Governance that enables

GARTNER Risk frameworks should accelerate delivery, not block it.

Get senior talent in the room

BCG Architects who embed with your team — not just advice from afar.

FireBreak delivers all six — platform, architects, and blueprints that compound.

How we deliver all six

Unify and fix your data

Connect every system. Spot the anomalies. Trust the data.

Our platform sweeps your sources in days, flags what's wrong, and hands the AI clean, AI-ready data - and keeps monitoring to ensure it stays that way.

Deploy our Blueprints

A blueprint is a ready-to-deploy AI workflow that delivers a specific business outcome.

Pick the result you need — we deliver it in weeks.

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.

We're AI-native. We didn't rebrand from consulting or bolt AI onto legacy software. Our team built the platform - they understand every layer from data pipelines to model deployment.

AI Data Readiness

Feed AI bad data and it scales the mess.

Before — what "data quality" really means

The same fact, recorded differently

•"Revenue" booked 4 different ways across 15 business units
•"Customer" means one thing in sales, another in finance
•Gaps where data is missing — and conflicts where it disagrees

→ No shared truth. AI learns the contradiction — and scales it.

After — one source of truth

Conflicts detected

Mismatches spotted before decisions are made.

Gaps filled

AI flags missing or stale fields

Missing or stale data flagged for action.

Single source of truth

AI reconciles and ranks the canonical record

One reconciled view your team can trust.

→ FireBreak reconciles it to one truth. Now AI scales on solid ground.

Platform

The operating system for governed decisions.

AI-ready data, evaluated blueprints, full audit trail — live in weeks, not quarters.

Your data, AI-ready

We connect, clean and structure your data so AI can use it safely and reliably — the foundation every blueprint runs on.

Guardrails built in

Every blueprint runs inside your perimeter with policy, role and audit controls — governance for AI, not bolted on after.

Tested before it ships

Each blueprint is evaluated for accuracy and safety against your data before going live — and re-evaluated as models change.

Compounding library

A shared library of proven blueprints, refined across customers — your next use case is partly built before you start.

One Platform · We Run It

One platform, fully managed. We run it 24/7, refresh to the latest models as they ship, re-evaluate blueprints against your data, and patch governance as regulations move — so you don't staff an AI ops team to keep pace.

Every tenant picks from FireBreak's shared library or builds their own — governed by the same platform.

AI is everywhere. AI ROI isn't.

Sharper decisions

Faster, more accurate choices with AI-surfaced insights

Better margins

Leakage spotted, waste reduced, pricing optimised

Customers that stay

Churn predicted, interventions triggered before it's too late

Employees that scale

Routine work automated, people freed for higher-value tasks

Speed to act

Risks flagged early, opportunities captured before competitors

These outcomes don't come from tools. They come from blueprints.

Explore the Blueprint Library

Finance Blueprints

For CFOs, Controllers, and Finance Directors

Detects

Budget & Forecast Integrity

We analyse

Actuals vs forecast, spend velocity by cost centre, commitment patterns, accrual accuracy.

You get

Early warning on budget lines drifting off-track before month-end close.

Detects

Vendor & Contract Leakage

We analyse

Invoice pricing vs contract rates, duplicate submissions, off-contract spend, payment terms compliance.

You get

Flagged invoices with price drift, duplicates, and contract violations before payment.

Detects

Fraud & Compliance

We analyse

Expense clustering below thresholds, dormant vendor payments, unusual approval patterns, policy violations.

You get

Anomalous transactions surfaced with pattern explanations and audit trails.

Detects

Vendor & Contract Leakage

We analyse

Invoice pricing vs contract rates, duplicate submissions, off-contract spend, payment terms compliance.

You get

Flagged invoices with price drift, duplicates, and contract violations before payment.

Operations Blueprints

For COOs, Operations Directors, and Supply Chain Leaders

Detects

Supply Chain Visibility

We analyse

Lead-time trends, quality metrics, inventory levels, supplier reliability scores, demand signals.

You get

Predicted bottlenecks and supplier risks before they hit production.

Automates

Vendor Follow-Up

We analyse

PO status, delivery commitments, contract milestones, response times, outstanding queries.

You get

Automated chase sequences for POs, contracts, and deliverables — without human nagging.

Automates

Exception Workflows

We analyse

Error patterns, resolution history, ownership rules, downstream impacts, priority signals.

You get

Detect, route, resolve — agents handle routine exceptions so people handle the hard calls.

Automates

Vendor Follow-Up

We analyse

PO status, delivery commitments, contract milestones, response times, outstanding queries.

You get

Automated chase sequences for POs, contracts, and deliverables — without human nagging.

Technology Blueprints

For CIOs, Programme Directors, and Transformation Leads

Detects

Project Delivery Risk

We analyse

Schedule variance, budget burn rate, change request volume, decision backlogs, resource conflicts, dependency delays.

You get

Risk-ranked project portfolio with early warning signals before status reports lie.

Automates

Approval Routing

We analyse

Document type, value thresholds, department rules, delegation matrices, approval history.

You get

Change requests and decisions routed to the right approver with full context — no chasing.

Automates

Escalation Handling

We analyse

Risk thresholds, SLA breaches, exception patterns, stakeholder availability, urgency signals.

You get

The right person notified with the right context at the right time — no email chains.

Automates

Approval Routing

We analyse

Document type, value thresholds, department rules, delegation matrices, approval history.

You get

Change requests and decisions routed to the right approver with full context — no chasing.

Commercial Blueprints

For CROs, Sales Directors, and Customer Leaders

Answers

Customer Call Insight

We analyse

Call transcripts, sentiment patterns, objection themes, feature requests, competitive mentions.

You get

Themes, objections, and signals across thousands of calls — summarised in minutes.

Answers

Sales Enablement

We analyse

CRM data, win/loss history, competitor intel, proposal templates, product documentation.

You get

Competitive battlecards and tailored pitch decks generated from your own data.

Answers

Exec Briefing Prep

We analyse

CRM records, project updates, financial data, recent communications, meeting history.

You get

One-page brief on any account, project, or topic — pulled across all your systems.

Answers

Sales Enablement

We analyse

CRM data, win/loss history, competitor intel, proposal templates, product documentation.

You get

Competitive battlecards and tailored pitch decks generated from your own data.

People & Knowledge Blueprints

For CHROs, Shared Services, and Knowledge Leaders

Answers

Internal Helpdesk

We analyse

HR policies, IT documentation, procurement guides, internal wikis, process documents.

You get

Instant answers from your own knowledge base — not Google or "ask someone who knows."

Automates

Executive Reporting

We analyse

Period-over-period variances, KPI movements, driver analysis, cross-system data reconciliation.

You get

Auto-narrated variance commentary with root cause explanations — no analyst chasing numbers.

Automates

Executive Reporting

We analyse

Period-over-period variances, KPI movements, driver analysis, cross-system data reconciliation.

You get

Auto-narrated variance commentary with root cause explanations — no analyst chasing numbers.

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Blueprint Architects

The people who built it, sitting next to yours.

Senior. By default.

The engineers who built the platform — not juniors, not advisors.

Embedded, not parachuted.

Inside your team, in your stand-ups, on your tools.

Playbooks, not PDFs.

We hand over runnable artefacts — pipelines, prompts, evals.

We don't leave at go-live.

Architects on call. Blueprints kept current. New use cases on the same clock.

Not juniors. Not advisors. The team that built it — and stays with it.

Start at 80% built — Architects tailor the rest to your business.

Don't see yours?

Building from scratch means data pipelines, security, workflows, evaluations — months of work before you see value.

We start at 80% built. Blueprint Architects tailor the last 20% to your business — on the same governed platform.

Every custom blueprint can join the shared library — compounding value across customers.

See how Architects work

Book a blueprint session

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

Private Azure tenant per client

Your data never leaves your environment