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UK First AI Advisory for Rail Businesses

Become the Rail Business that the Client Call First

We help UK rail businesses build an unfair advantage with AI so you deliver reliably, win consistently, and become the go-to supplier.

Take the Free AI Readiness Self-Assessment
Our Core Services

Engineering excellence, systematised

Three complementary services that transform your delivery and competitive position.

Design Assurance as a Service

Embed engineering rigour into your delivery without the overhead of permanent headcount. Flexible CEM/DPE/CRE coverage that scales with your project needs.

  • Compliance verification & quality assurance
  • Risk assessment & design review
  • AI-powered workflow improvement
  • Flexible engagement — scale up or down

Company Knowledge Systems

Transform institutional knowledge into searchable, AI-powered systems. Stop losing lessons learned and stop reinventing the wheel on every project.

  • Knowledge capture & AI-powered search
  • Standards & compliance integration
  • Pilot project with measurable ROI
  • Scale & organisational training

High-Impact Tender Support

Win more work with engineering-led tender strategy and compliance assurance that instils confidence in clients.

  • Lead generation & tender strategy
  • Technical compliance assurance
  • Storyboarding & bid narratives
  • End-to-end tender management
Coming Soon

PACE OS™ & Scribtive™

The AI-enabled operating system for railway project delivery. Built by a railway engineer, for railway engineers. Let engineers do engineering, not admin.

Scribtive™: PACE Deliverable Generation & Assurance Solution

Generate and assure PACE assurance documentation (e.g. Form A/B/G/H, CR-T, ITP or customised deliverables) with confidence and traceability. Documents that significantly improve approval rate and reduce administrative burden without added overhead.

Intelligent Knowledge Search

Instantly retrieve past decisions, standards, and lessons learned across your organisation.

Process-Driven Workflows

Built for roles under NR/L2/RSE/02009, guiding teams through PACE compliance with zero friction.

Q4 2025
Scribtive™ Form G prototype built & tested
Q1 2026 — You are here
Alpha testing with early adopters
Q2 2026
Beta launch & public waitlist access

Join the waitlist and get:

  • Early access before public launch
  • Founding member pricing, locked in
  • Direct input into feature priorities
  • Monthly insights from Bill on AI in rail
Free AI Readiness Self-Assessment

Benchmark Your Team’s AI Maturity — Fast, Free, Credible

Unlock productivity, quality, and work-winning gains in rail engineering — without risking compliance or safety.

Most rail engineering businesses see AI’s potential, but struggle to turn experiments into embedded, measurable improvement — especially with growing client expectations, documentation requirements, and the need for robust assurance.

This assessment is built specifically for technical leaders in rail delivery, reflecting realities like IP sensitivity, knowledge management, traceability, and repeatable workflows. In just minutes, get a clear profile of your strengths and gaps across the five P.A.C.E.-D™ pillars — and receive tailored, actionable feedback to identify high-impact quick wins for the next 90 days.

Take the Free Self-Assessment

20 honest questions about how your team actually delivers. No research required.

Start — Free, 5 Minutes
20
Questions
5 min
Duration
Instant
Results

Over 70% of consultancies report AI adoption as a top priority, but fewer than 15% have a structured approach. Where does your business sit?

Sound Familiar?

  • Hero employees holding everything together
  • Senior engineers buried in compliance busywork
  • Feast or famine — pipeline vs delivery
  • Quality depends on individuals, not systems
  • One CAT 3 rejection erodes your margin

Industry Insight

McKinsey research shows that engineering firms adopting digital workflows achieve 20–30% productivity gains and 40% faster project delivery.

Yet over 70% of rail SMEs still rely on manual compliance processes — creating a structural advantage for early movers.

Source: McKinsey Global Institute · AutomateX client research 2024–25

The Payoff

  • First-time approvals — no rework cycles
  • Engineers focus on judgement, not busywork
  • Scale without burning out your best people
  • Knowledge compounds with every project
  • Become the supplier clients call first
  • Premium pricing with defensible margins

Most rail businesses are stuck in the Status Quo. The P.A.C.E-D™ method shows the path to becoming the supplier clients call first.

Selling man-hours / linear growth STATUS QUO PILOT AUTOMATE COMPOUND EVOLVE Validate Risk-free · Low commitment AI Readiness Friction removal · Productivity Scale Knowledge System · Flywheel Productise Outcomes · Repeatable CROSSING THE CHASM DIGITALISE Defensible Moat·Unfair Advantage·Premier Positioning AI ENABLED RAIL BUSINESS

Find out where you sit on this curve.

P
Pilot
Validation
Build Trust
Pilot AI on a risk free project. Build proof before commitment. Understand the true cost of doing nothing. Trust is earned through evidence.
A
Automate
AI Readiness
Take Ownership
Build the digital infrastructure. Create a semantic knowledge layer that links your systems, captures your standards, and makes your knowledge queryable.
C
Compound
Scalability
Controlled Growth
Scale impact across projects and teams. Every project makes the next one faster. Knowledge compounds. Growth no longer requires more headcount.
E
Evolve
Productisation
Start Transformation
Stop selling time. Start selling outcomes. Differentiate what AI handles from what requires engineering judgment — compete on a new dimension.
D
Digitalise
Moat
Become Mastery
Turn operational advantages into digital systems competitors can't replicate. Your expertise combined with AI becomes a moat that widens with every project.
The five essential principles for rail businesses who want to build their unfair advantage in the AI era.
Backed by Research

The evidence behind the P.A.C.E-D™ method

Every claim we make is grounded in published research from the world’s leading institutions. This isn’t opinion — it’s evidence.

McKinsey
88% adopt AI. Only 6% get real value.
Two-thirds of organisations remain stuck in pilot. Only about 6% qualify as AI high performers achieving more than 5% EBIT impact.
Read the research →
BCG
AI leaders achieve 2x revenue growth
Leaders also deliver 3.6x total shareholder return and 1.6x EBIT margin versus laggards — and plan to invest 2x more, widening the gap further.
Read the research →
McKinsey
Construction productivity has flatlined for 80 years
Manufacturing improved 90%. The total economy improved 50%. Construction? Just 10% in 22 years. The status quo is selling man-hours with no leverage.
Read the research →
RICS
45% of AEC firms have zero AI use
From a global survey of 2,200+ construction professionals. Fewer than 1% have AI embedded across multiple processes. The window for early movers is still open.
Read the research →
Deloitte
499,000 new workers needed in 2026 alone
The labour crisis is real. Unfilled positions could cost the industry £124 billion in lost output. AI isn’t replacing people — it’s the only way to scale without them.
Read the research →
Mercer / McKinsey
54% of leaders say they won’t be competitive by 2030
Without adopting AI at scale. The World Economic Forum reports AI and automation will transform 86% of businesses by 2030. The question is when, not if.
Read the research →
Sources: McKinsey Global Institute, BCG, PwC, Deloitte, RICS, Bluebeam, World Economic Forum, GIRI, UIC · Full reference list available on request.
About the Founder

Engineering authority, powered by intelligence

Bill Guo

Bill Guo FICE CEng MEng

Founder & Engineering Director, AutomateX Advisory Ltd

Over the past 10 years, I’ve worked with over 100 railway businesses — on both sides of the table, clients and suppliers — and I keep seeing the same patterns and friction points repeat. Senior engineers buried in compliance admin. Quality that depends on who’s in the room. Growth that stalls the moment you win more work than your best people can personally oversee.

In 2023, I leveraged AI to scale a railway consultancy from zero — no clients, no pipeline, no revenue — to approximately £1m ARR by 2025. I turned a corner-shop design consultancy into one of the 16 tactical design partner seats on Southern Renew Enterprise (SRE). That journey is the proof behind everything AutomateX teaches.

“Engineering excellence shouldn’t depend on who’s in the room.”

Young Railway Professional of the Year 2023
ICE East England Asset Resilience 2025
AI in Rail Expert
Scaled Supplier £0 to £1m ARR in CP7
Fellow of the Institution of Civil Engineers
Chartered Engineer (CEng)
10+ Years UK Rail Infrastructure
Imperial College London
What People Say
Train Operating Company
“Bill managed to deliver a large volume of station survey work with innovative methods, including drones and artificial intelligence. This allowed us to get the best quality results at a very affordable price.”
Project Manager, Station Assets
Major Infrastructure Programme
“Remarkable performance. He led all the assurance efforts and closed out over 3,000 comments across more than 10,000 deliverables. That level of throughput speaks for itself.”
Engineering Lead, Design Delivery
National Rail Client
“The innovative approach to assurance documentation drastically improved our compliance rate and cut back-and-forth at the review stage. Submissions now get approved first time, consistently.”
Engineering Manager, Capital Delivery
Infrastructure Consultancy
“Incredibly sharp — he understands things fast and sees the bigger picture clearly. His client focus is second to none, and he brings a calm, confident leadership style that helps teams deliver. Always a few steps ahead.”
Operations Director
Rail Design Consultancy
“He built our delivery team from a standing start into a core part of the business. His knowledge of the railway is strong, and he has developed a network of clients who trust him to deliver viable engineering solutions.”
Associate Director
Tier 2 Rail Consultancy
“The AI workflow reduced the time to produce each deliverable by 35%. That freed our engineers to focus on work that actually needs their judgement, not formatting and admin.”
Technical Director
Tier 3 Contractor
“We needed a large number of site inspection and drainage reports produced fast. AI was used to automate production, allowing our surveyors to focus on capturing data while the rest was handled automatically.”
Operations Manager, Survey Division
Our consultants have delivered projects for
80%
Reduction in Form G production time
3x fewer
Revision cycles per submission
55
Stations surveyed with AI analysis
£0 → £1m
ARR scaled with AI in 2 years
AI in Action

Real-world AI that delivers measurable results

Not experiments. Not prototypes. These are production deployments solving real problems in live rail delivery.

AI-Powered Assurance

Form G Automation with Scribtive™

AI-Enabled Assurance Process

The challenge: Form G production consumed 20+ hours per submission and averaged 3 revision cycles, tying up senior engineers in repetitive compliance work.

The solution: Scribtive™ automates the generation and assurance of PACE documentation, anchoring every section to cited standards and past precedents.

The result: Submissions are produced faster, get approved first time, and engineers are freed to focus on engineering judgement.

80%
Faster production
3 → 1
Revision cycles
ICE Merit Award 2025

AI-Powered Station Surveys

Train Operating Company · 55 Stations

The challenge: Survey 55 stations for hidden critical elements. Traditional inspections missed structural defects invisible at surface level.

The solution: Drones captured 360° imaging data. AI processed the survey information to identify defects, generate insights, and produce condition reports automatically.

The result: Hidden defects identified across the portfolio, safety risks addressed, and reporting time reduced dramatically.

55
Stations surveyed
Award
ICE Asset Resilience
AI-Enabled Work Winning

Tender Automation for Strategic Framework

Southern Renew Enterprise (SRE)

The challenge: A small consultancy with no track record competing against established firms for one of 16 tactical design partner seats on a £35m, 10-year framework spanning CP7 and CP8.

The solution: Built an AI knowledge base that synthesised the business’s core capabilities against tender requirements. AI identified the strongest case studies, generated optimised responses for each section, and allowed the founder to focus purely on judgement and strategy.

The result: Appointed as one of the 16 SRE Tactical Design Partners, securing a long-term pipeline of professional service fees across two control periods.

£35m
Framework value
10 yr
CP7 + CP8
Founder Track Record

The Experience Behind AutomateX

HS2, Network Rail, Tier 1 Contractors

Before founding AutomateX, Bill served as Engineering Manager on the £345m HS2 Washwood Heath Depot (delivering £46m in VE savings), Lead DPE at Network Rail, and managed national programmes across 14 sites.

This decade of delivery across client, contractor, and consultant sides informs the P.A.C.E.-D™ method and every AI solution AutomateX builds.

10+
Years UK rail
100+
Businesses worked with

Ready to deliver with confidence?

Be among the first to experience PACE OS™ — the AI-enabled operating system for railway project delivery.

Join the Waitlist Take the Free Self-Assessment