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Explore INCIT readiness indexes for Industry 4.0, operational excellence, AI readiness, and sustainability.  View the indexes

Transforming Industries Globally

INCIT builds the comprehensive frameworks that manufacturers, governments, and industry leaders rely on to navigate the future of manufacturing. Measure your readiness across digital transformation, sustainability, operational excellence, and artificial intelligence to close transformation gaps and move forward with evidence rather than assumption.

Explore Our Prioritisation Indexes Get in Touch
Assessment Methodology

The LEAD Process

Every SIRI engagement follows a structured four-stage process — ensuring your assessment is rigorous, contextualised, and actionable.

  1. Learn

    Understand your facility's goals, constraints, and strategic context before the assessment begins.

  2. Evaluate

    Structured on-site assessment across all 16 dimensions — evidence collected and maturity bands scored with certified rigour.

  3. Architect

    Build the transformation roadmap — 4 Focus Dimensions with sequenced priorities anchored to your cost profile and KPIs.

  4. Drive

    Deliver the debrief, hand over the report, and set multi-cycle targets that sustain transformation momentum.

Assessment Scope

The TIER Framework

The TIER framework helps manufacturers focus on the areas where improvements deliver the greatest value — grounding every decision in current reality, financial impact, strategic priorities, and global best practice.

Today's State

Develop an in-depth understanding of your facility's current Industry X.0 maturity level — establishing a clear, evidence-based baseline across technology, process, and organisation to build a transformation roadmap anchored in fact.

Impact to Your Bottom Line

Analyse how distinct Industry X.0 areas affect your cost structure and profitability — then prioritise those with the clearest financial return. Let margin improvement, not technology trends, drive your transformation decisions.

Essential Business Objectives

Determine the business objectives most critical to your organisation — safety, output, lead times, quality — and use these priorities to guide the selection of the most relevant Industry X.0 areas. Strategy leads technology.

References to the Broader Community

Benchmark your performance against manufacturers across industries and geographies. Learn from the successes and setbacks of peers to accelerate your journey — adopting proven approaches and calibrating ambitions against best-in-class.

Enterprise Performance Impact KPIs

Track Impact with EPIK — Enterprise Performance Impact KPIs

EPIK (Enterprise Performance Impact KPIs) provides the KPI language of Industry 4.0 assessment — 12 metrics across 5 performance dimensions that turn assessment scores into measurable outcomes on the factory floor.

*Content varies for each prioritisation index

Operational Efficiency

  • Overall Equipment Effectiveness
  • Cycle Time
  • Labour Efficiency

Quality & Defects

  • First Pass Yield (FPY) %
  • Scrap Rate %

Maintenance & Flow Reliability

  • Inventory Turnover
  • Mean Time to Repair (MTTR)

Resources Consumption

  • Energy per Unit (kWh)
  • Product Circularity %

Enterprise Agility

  • Lead Time (days)
  • Capacity Flexibility Index %
  • Team Digital Ideas Rate
How It Works

From Assessment to Transformation

Four structured steps — from measuring where you are today to executing your roadmap at speed, with evidence at every stage.

  1. Assess

    Run a structured, evidence-based assessment across your facility using one of INCIT's internationally recognised indexes — tailored to your scale, sector, and strategic focus.

  2. Benchmark

    Receive a maturity score and compare your results against global peers in your sector and region.

  3. Roadmap

    Get a prioritised transformation roadmap anchored to your cost profile and business objectives — no guesswork, no consultant needed to tell you what to fix first.

  4. Implement

    Connect with vetted solution providers and certified partners to execute your roadmap at speed — turning your assessment score into real operational change.

Prioritisation Indexes

Choose your index. Start your journey.

Each index applies the LEAD, TIER, and EPIK frameworks to a specific transformation domain. Select the one that matches your goal.

Smart Industry Readiness Index

Assess Industry 4.0 maturity across technology, process, and organisation for manufacturing facilities.

Learn more Operational Excellence Readiness Index

Evaluate operational maturity and identify improvement opportunities — suited for manufacturers at any scale.

Learn more Artificial Intelligence Maturity Readiness Index

Gauge readiness to adopt, scale, and govern artificial intelligence within manufacturing operations.

Learn more Consumer Sustainability Industry Readiness Index

Measure sustainability maturity and build a roadmap to net-zero and ESG alignment.

Learn more

Analytics & Tools

Prioritise+ Marketplace

Connect with vetted solution providers matched to your specific assessment gaps.

Learn more Training & Certification

Become a Certified Assessor and join the global network of INCIT practitioners.

Learn more
For Policy Makers & Governments

From Micro Data to Macro Policies

The national decision engine that converts fragmented industrial assessment data into a unified, evidence-based policy intelligence system — enabling governments to design, simulate, and execute industrial transformation with precision.

  • Aggregates SIRI, COSIRI, AIMRI & OPERI data into a single national industrial intelligence layer
  • Scales from factory-floor assessments to national masterplans — without losing granularity
  • Live national dashboards track policy ROI in real time — replacing annual reports with continuous accountability
Explore CivicHorizon
Precision Policy

Direct every dollar of industrial incentive to the firms, clusters, and sectors where measurable impact is highest — backed by internationally recognised assessment data.

Simulation Engine

Model 5–10 year transformation scenarios before committing budgets. Stress-test policy levers, incentive structures, and skills investments across sectors and regions.

Global Positioning

Benchmark national industrial readiness against global peers. Generate a credible, data-backed FDI narrative that attracts strategic investment and aligns with multilateral agendas.

01
CivicHorizon Blueprint
National data infrastructure & policy playbooks
02
Horizon Advisory
Policy design & 5–10 year transformation roadmap
03
Civic Dashboard
Live impact monitoring across sectors & regions
Learn more
By Industry

Every industry has its own gap. Here are four examples of what manufacturers commonly discover when they run a SIRI assessment.

Electronics & Semiconductors

Most facilities score well on process automation but reveal significant gaps in data integration across production lines — limiting traceability and yield optimisation at scale.

Common gap: Data integration

Automotive & Mobility

Strong on lean process maturity but lagging on supply chain digitalisation and smart quality control — creating costly rework loops that Industry 4.0 tools can eliminate.

Common gap: Supply chain visibility

Food & Beverage

Compliance requirements drive documentation maturity, but most F&B manufacturers underinvest in predictive maintenance and OEE measurement — gaps SIRI consistently surfaces.

Common gap: Predictive maintenance

Medical Devices & MedTech

Regulatory compliance is strong, but digital twin adoption and connected quality systems remain early-stage — limiting the ability to scale production without proportional headcount increases.

Common gap: Digital twin readiness
Delivering Measurable ROI

Turn your assessment into a strategic advantage

More than just a maturity score, an official assessment translates your current state of readiness into a clear, financially-driven action plan. We help manufacturers eliminate guesswork by pinpointing exactly where to invest for the greatest operational impact and competitive advantage.

Targeted Bottom-Line Impact

Receive a prioritisation matrix that identifies the initiatives with the highest financial returns and aligns them with your core business objectives.

Industry-Specific Benchmarking

Compare your facility's performance against sector peers globally to uncover critical transformation gaps and strategic market opportunities.

Comprehensive Assessor Insights

Go beyond the data with detailed, tailored feedback that outlines your specific strengths, weaknesses, and actionable steps for continuous improvement.

Recognised Market Credibility

Earn an official Star Emblem upon completion to validate your transformation progress, providing authentication and building trust with your stakeholders.

For Manufacturers

Ready to Know Where You Stand?

A SIRI assessment gives you a certified, evidence-based score across 16 dimensions — plus a prioritised roadmap for your next transformation cycle.

Start an Assessment Learn about SIRI

What describes you best?

INCIT's frameworks serve every stakeholder in the manufacturing ecosystem. Select your role.

Built for the factory floor

Whether you run one facility or fifty, INCIT gives you an objective maturity score, a global benchmark, and a prioritised list of what to change first — without months of consulting engagement.

  • Objective maturity score across 16 dimensions for SIRI and 18 Operational Excellence related dimensions for OPERI
  • Peer benchmark against global manufacturing leaders
  • Auto-generated prioritised transformation roadmap
  • Matched to solution providers via Prioritise+
Recommended index

SIRI or OPERI

Large and mid-size manufacturers: start with SIRI for the full Industry X.0 picture. Small and micro businesses: OPERI gives you a faster, focused operational baseline.

Explore SIRI

National policy backed by data

Governments use INCIT to design national industrial transformation strategies, track sector-wide progress, and benchmark manufacturing competitiveness against peer economies.

  • Sector-level readiness data for policy design
  • Cross-country benchmark from XIRI-Analytics
  • Official partner programme for national rollout
Recommended index

INCIT's Prioritisation Indexes + XIRI-Analytics

Deploy INCIT's Prioritisation Indexes across your national manufacturing base to establish a verified, evidence-based picture of industrial maturity by sector and region. XIRI-Analytics then aggregates individual facility results into sector-wide and economy-level dashboards — giving government agencies a clear, real-time overview of where their industries stand, where critical gaps exist, and how national competitiveness compares against peer economies globally. Use these insights to design targeted policy interventions, direct incentive programmes to the highest-impact areas, and track measurable progress over successive assessment cycles.

Talk to us

Objective evidence for your practice

Integrate INCIT's assessment frameworks into your consulting methodology to deliver recommendations backed by an internationally recognised, vendor-neutral standard.

  • Vendor-neutral, globally recognised frameworks
  • Certified Assessor programme across all indexes
  • White-label assessment delivery options
Start here

Certified Assessor Programme

Become an INCIT Certified Assessor and join a growing community of practitioners delivering assessments to manufacturers worldwide.

Get Certified

Due diligence with a standard

Apply INCIT's frameworks as a structured due-diligence tool to evaluate the industrial maturity and transformation potential of manufacturing investments before and after acquisition.

  • Maturity baseline at acquisition
  • Portfolio-level comparison via XIRI-Analytics
  • Quantified transformation upside for thesis
Recommended tools

SIRI + XIRI-Analytics

Use SIRI to baseline each portfolio company. XIRI-Analytics surfaces cross-portfolio comparisons and tracks progress post-acquisition.

Talk to us

Curriculum backed by global practice

Incorporate INCIT's globally recognised frameworks into your programmes to prepare the next generation of manufacturing leaders for the industrial transformation economy.

  • Accredited curriculum integration
  • Student access to INCIT assessment tools
  • Research collaboration with INCIT data
Start here

Academic Partnership

Join INCIT's academic network and get access to assessment tools, datasets, and co-certification opportunities for your students.

Apply to Partner

Reach buyers who need your solution

Align your product to INCIT's frameworks and connect with manufacturers who have been assessed and are actively searching for solutions that match their transformation gaps.

  • Listed in Prioritise+ Marketplace
  • Matched to assessed manufacturers by gap
  • Co-marketing with INCIT across 50+ countries
Start here

Prioritise+ Marketplace

List your solution in the Prioritise+ Marketplace and get matched to manufacturers whose assessment reveals the gap your product addresses.

Join the Marketplace

Become the trainer who set the standard

Deliver certified training across INCIT's framework, SIRI (Industry 4.0), COSIRI (Sustainability), AIMRI (Industrial AI), OPERI (Operational Excellence), and NextGen. Join a global network of accredited trainers equipped to assess, coach, and certify manufacturers, backed by INCIT's IP, curriculum, and assessor community.

  • Accredited trainer certification across SIRI, COSIRI, AIMRI, OPERI, and NextGen curriculum
  • Ready-to-deliver training materials, assessment tools, and case studies for each framework
  • Listed in the INCIT Training & Certification directory, visible to manufacturers and governments
Recommended programme

INCIT Training Lab

For institutes, consultancies, and independent trainers: get certified to teach and assess across SIRI, COSIRI, AIMRI, OPERI, and NextGen — and open a new revenue stream delivering INCIT-accredited programmes in your market.

Become a Training Provider
In Their Words

What manufacturers and consultants say

Outcomes from practitioners and manufacturing leaders who have completed SIRI assessments across Asia, Europe, and the Americas.

Our SIRI assessment identified a critical data integration gap that was silently costing us 18% in production throughput. We had no visibility of it until we saw it benchmarked against sector peers.

VP of Operations
Electronics Manufacturer — Malaysia
+18% throughput identified

We integrated SIRI into three client engagements in the first six months after certification. The framework gave our recommendations a credibility that internal consultants simply can't replicate.

Managing Partner
Industrial Advisory Firm — Germany
3 new client engagements

We used SIRI as our due diligence framework before a portfolio acquisition. The maturity baseline gave us a credible transformation thesis to present to our investment committee.

Director, Portfolio Operations
Private Equity Firm — Singapore
Used for PE due diligence
For Consultants

Turn Expertise Into Certification

Join the global network of INCIT Certified Assessors. Deliver assessments with authority, expand your practice, and shape manufacturing transformation worldwide.

Become a Certified Assessor View the Programme
For Consultants

Add a globally recognised standard to your practice

INCIT Certified Assessors integrate internationally recognised, vendor-neutral frameworks — across SIRI, COSIRI, AIMRI, and OPERI — into their consulting engagements, delivering recommendations backed by objective data, not opinion.

Expand your service offering

Offer structured industrial transformation assessments as a billable service line — with a methodology your clients can verify independently.

White-label delivery available

Deliver assessments under your own brand with white-label options, backed by INCIT's certified frameworks and global benchmark database.

Get matched to manufacturers

Certified Assessors are listed in INCIT's directory and matched to manufacturers seeking qualified practitioners in their region and sector.

Certified Assessor Programme

Join a global community of certified practitioners

Become an INCIT Certified Assessor and access the complete assessment toolkit across all indexes, global benchmark data, and a practitioner referral network spanning key manufacturing regions.

Next intake: September 2026
Limited seats per cohort — registration opens July 2026

Full assessment toolkit access

Everything you need to conduct certified assessments — methodology, scoring frameworks, and reporting templates.

Global benchmark database

Compare your clients' results against a rich dataset of facilities across sectors and regions worldwide.

Practitioner referral network

Get matched directly to manufacturers seeking certified assessors in your region and industry sector.

Get Certified View the Assessor Overview
Common Questions

Frequently asked

Everything manufacturers and consultants typically ask before getting started with INCIT.

SIRI (Smart Industry Readiness Index) is a structured framework that evaluates a manufacturing facility's Industry 4.0 maturity across 16 dimensions of technology, process, and organisation. An assessment is typically conducted by a Certified Assessor, takes 2–4 hours per facility, and produces a maturity score, peer benchmark, and prioritised transformation roadmap within 48 hours. Learn more about SIRI.

A SIRI assessment typically requires 2–4 hours of your team's time per facility, conducted on-site or remotely with a Certified Assessor. You receive your full results — maturity scorecard, benchmark, and roadmap — within 48 hours of completing the assessment. There is no months-long consulting engagement required.

The Certified Assessor Programme is a 3–5 day training and certification course, available online and in-person. Once certified, you gain access to the full SIRI assessment toolkit, INCIT's global benchmark database, and listing in the Certified Assessor directory. Intakes run quarterly. View upcoming intake dates.

SIRI is best suited for mid-size to large manufacturing facilities. For smaller manufacturers and micro-businesses, INCIT's OPERI (Operational Excellence Readiness Index) provides a faster, focused operational baseline that does not require the same level of organisational complexity. Explore OPERI.

SIRI has been applied across electronics, semiconductors, automotive, food and beverage, medical devices, chemicals, aerospace, and consumer goods manufacturing. The framework is sector-agnostic; benchmarks are segmented by industry so your maturity score is always compared against relevant peers.

Yes. INCIT offers white-label assessment delivery options for certified consulting partners. This allows you to run SIRI assessments and deliver reports under your firm's brand, while the underlying methodology remains certified by INCIT. Contact us to discuss partnership options.

Get Started

Ready to begin your transformation?

Whether you want a first Prioritisation Indexes assessment, a national rollout, or a Prioritise+ listing — the conversation starts here.

  • Free initial consultation with an INCIT specialist
  • Tailored recommendations for your sector and scale
  • Access to our global network of certified assessors
  • Response within 2 business days

Start the conversation

Tell us about your goals and we will route your enquiry to the right specialist — typically within 2 business days.

Contact Us
Guides & Resources

Learn before you assess

Practical guides for manufacturers and consultants navigating Industry 4.0 transformation.

  1. Guide Understanding the 5 Levels of Industry 4.0 Maturity

    A plain-language breakdown of what each SIRI maturity level means in practice — and what it takes to move up.

    Coming Soon
  2. Guide How to Prepare Your Facility for a Smart Manufacturing Assessment

    What data to gather, who to involve, and how to get the most accurate maturity score from your SIRI assessment.

    Coming Soon
  3. Article OEE and Industry 4.0: What the Data from 7,000 Assessments Shows

    Aggregate insights from INCIT's global assessment dataset on how OEE correlates with Industry 4.0 maturity scores.

    Coming Soon
  4. For Consultants Certified Assessor Practice Guide: Building a SIRI Service Line

    How certified practitioners structure assessment engagements, price their services, and expand into repeat work with manufacturing clients.

    Coming Soon
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