Trusted by Scottish Government
NHS 24
Thoughtworks

Your competitors are pulling ahead by scaling AI.

The FireBreak platform makes your data AI-ready and deploys proven blueprints.

Real ROI in 12 weeks — guaranteed.

See how it works

Step 1

Connecting your systems...

ERP
Excel
Finance
Planning
Reports
Ops Data
0 sources connected

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

01

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

Lead with an ROI thesis

02

BCG Tie every initiative to a measurable business outcome upfront.

Industrialise with blueprints

03

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

Close the adoption gap

04

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

Governance that enables

05

GARTNER Risk frameworks should accelerate delivery, not block it.

Get senior talent in the room

06

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

FireBreak delivers all six — platform plus embedded architects, in 12 weeks.

How we deliver all six

1

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.

2

Deploy our Blueprints

Pick a blueprint. Deploy in weeks. See results.

Pre-built AI solutions for finance, operations, and compliance. Proven patterns, not experiments.

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.

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.

How It Works

From messy data to AI value in weeks, not months

Connect

Pull data from your systems

Trust

Clean, validate, reconcile

See

What's changed, what's stuck

Ask

Predict risks. Ask questions. Automate actions - no build required.

The Foundation

AI fails without trusted data

Most AI projects stall because the data isn't ready. FireBreak fixes the data first - so AI actually delivers.

Data Quality Analysis

FireBreak scores your data across the dimensions that matter for decisions.

Freshness60%
Completeness60%
Consistency100%
Cross-validation100%

Conflicts detected

Finance says £2.1M. Operations says £1.8M. Which one goes to the board?

Gaps filled

Three cost centres haven't reported in weeks. The forecast is based on stale data.

Single source of truth

14 systems. One validated view. Everyone works from the same numbers.

You don't need all your data to be perfect.

Only the data that drives decisions.

AI Blueprints

Anomaly Detection

Where are we bleeding money?

Budget & Forecast Risk

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.

Which suppliers cost more than they should?

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.

What transaction doesn't belong?

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.

Which project is quietly slipping?

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.

Where's the next bottleneck?

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.

What changed since last month?

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.

AI Blueprints

Automated Workflows

Who needs to sign this off?

Approval Routing

We analyse

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

You get

Invoices, POs, and change requests routed to the right approver with full context — no chasing.

What needs attention right now?

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.

Where are we waiting on suppliers?

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.

Did the numbers tie this month?

Reconciliation & Reviews

We analyse

Bank statements, payment records, intercompany balances, ledger entries, timing differences.

You get

Auto-matched transactions with only genuine exceptions surfaced for human review.

What's the update?

Status & Reporting

We analyse

Project systems, finance data, CRM updates, operational metrics, stakeholder preferences.

You get

Weekly reviews, board packs, and stakeholder digests generated and sent on schedule.

What broke and what's next?

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.

AI Blueprints

Ask anything. Get answers in seconds.

Why did the number move?

Board Variance Q&A

We analyse

Financial statements, budget data, operational drivers, prior period comparisons, segment breakdowns.

You get

Plain English explanations of every variance with drill-down to source transactions.

What did customers actually say?

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.

What does this clause actually mean?

Contract & Policy Q&A

We analyse

Contract documents, policy libraries, legal precedents, clause variations, obligation registers.

You get

Plain English answers to any contract or policy question — with page citations.

What do I need before this meeting?

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.

Where's our policy on this?

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."

How do we win this deal?

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.

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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.

Capability 3 of 3 — the reason 12 weeks is realistic.

Don't see yours?

Your team would build from zero — data pipes, security, workflow, evals.

We start at 80%. Blueprint Architects assemble the last 20% on the same platform.

Same 12-week clock. Same ROI guarantee.

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