Industrial facility at dusk with overlaid intelligence lines

Automate repetitive tasks in your factories
and free up 20 to 40% of your teams' time with AI

Business AI agents, quickly deployable, to automate administrative, repetitive and time-consuming tasks in production, maintenance, quality and supply chain.

We combine operational excellence with AI agents to redesign cross-functional processes for industrial companies — manufacturers, specialty chemicals, ingredients, food, fragrances and life sciences — unlocking productivity, improving service levels and accelerating growth.

27 yrs
Redesigning cross-functional processes
$300M+
Operational value delivered
2 continents
Europe & North America
01The Problem

Industrial companies face increasing pressure on every front.

Many organizations invest in technology but struggle to convert those investments into measurable operational performance.

Why AI?

Markets are moving faster, customers expect immediate answers, and supply chains are increasingly volatile. Manual or batch-based processes can no longer keep pace. Real-time automation of critical tasks — order validation, inventory reallocation, demand sensing, exception handling — is becoming a competitive necessity. Only AI can absorb the volume, variety and velocity of operational data and turn it into decisions made in the moment.

  • 01Reduce operating costs
  • 02Improve customer service
  • 03Increase productivity
  • 04Manage labor shortages
  • 05Improve planning accuracy
  • 06Accelerate decision making
74%

of the measurable benefits from AI are captured by just 20% of companies.

Source — PwC Global AI Study

The gap between AI experimenters and AI leaders is widening fast. Religo helps industrial companies cross it — by turning AI investment into measurable operational performance.

02Market Reality

The AI investment gap is widening — and the data proves it.

Independent research from IDC, Accenture, Gartner and Goldman Sachs converges on the same conclusion: most companies invest heavily in AI, but very few translate it into measurable value. Religo was built to close that gap.

19%IDC / ITPro

Only 19% of AI projects exceed expectations

An IDC study cited by ITPro shows that only 19% of companies say their AI projects have exceeded expectations. Around 78% remain stuck at the pilot stage or fail to scale — driven by higher-than-expected costs, poor data quality, weak ROI and unclear use cases.

90%Accenture UK

90% of companies still see no financial return

Accenture UK's CEO recently stated that around 90% of companies have not yet captured measurable financial benefits from their AI investments. The technology works — but most organizations have not transformed their processes, operating model and ways of working enough to unlock the value.

Gartner Hype Cycle

Gartner: disillusionment has begun

Gartner places generative AI in the “Trough of Disillusionment” of its Hype Cycle. Expectations were extremely high, real economic value remains hard to demonstrate, and many executives are turning more cautious after their first pilots.

$$$Goldman Sachs

Goldman Sachs: the profit problem

Jim Covello, Head of Equity Research at Goldman Sachs, notes that AI adoption is strong and investments are massive — but profits generated remain well below expectations. Outside chipmakers like NVIDIA, very few players are capturing meaningful returns today.

02·BThe autonomy shift

AI is moving from assistant to decision-maker.

The next three years will reshape who — or what — runs operational decisions inside industrial companies. Religo helps you prepare governance, processes and teams for that shift.

+250 %

increase in decisions made directly by AI within 3 years

+179 %

increase in AI working independently of humans

66 %

of advanced companies anticipate a major shift in their operating model

Source: Salesforce — State of IT / Agentic AI outlook

02·COur conviction

AI is a lever for productivity
and speed in decision-making.

Artificial intelligence now makes it possible to automate a large number of administrative, repetitive and low value-added tasks. This automation improves productivity, reduces lead times and frees teams for higher-value activities.

But limiting AI to a simple technological tool would be a mistake.

Its real impact lies in transforming the company. Integrating AI leads to rethinking processes, organization, roles and responsibilities. It changes the way decisions are made, teams collaborate and performance is managed.

Tomorrow, companies will no longer manage only employees, but also AI agents capable of autonomously carrying out part of their activities. This evolution requires new governance, new performance indicators and new management modes.

At RELIGO, we support our clients far beyond the deployment of AI solutions. We redesign their operating model with them to integrate AI at the heart of their business processes, organization and governance.

Our conviction is simple: AI is not an end in itself. It is an accelerator of transformation that makes it possible to build more agile, more efficient and more resilient organizations. Value creation does not come from technology alone, but from the way the company adapts its functioning to fully exploit its potential.

02Our Solution

We don't sell technology.
We deliver business results.

Religo Partners combines operational excellence, supply chain transformation, AI and executive leadership experience to identify and implement high-impact opportunities.

Operational Excellence

Lean, structured diagnostics rooted in 27 years of frontline experience.

Supply Chain Transformation

End-to-end planning, service and inventory redesigned for resilience.

AI & Intelligent Automation

Pragmatic AI deployment where it moves real operational KPIs.

Executive Leadership

Operators in the room. Boardroom credibility, plant-floor pragmatism.

03Where the value lies

Industrials don't pay us to install an LLM.
They pay us to obtain a measurable result.

Our core mission at Religo Partners is to redesign cross-functional processes — the ones where multiple departments meet, where time leaks and where the real value is hidden.

We help industrial companies unlock 20 to 40% of productivity by combining process redesign, automation and AI agents.

The LLM is just the reasoning engine of the agent. The value is in the process redesign around it.

20 → 5

Streamline processes

Collapse a 20-step process into 5 — fewer hand-offs, fewer delays, fewer errors.

Auto

Automate admin work

Take repetitive administrative tasks off your teams' plates.

Eliminate re-keying

End duplicate data entry between systems and departments.

−Days

Shorten decision cycles

Compress decision lead times from weeks to hours.

Connect the stack

Bridge SAP, MES, CRM, maintenance and quality into one operational flow.

86% of employees want to use automation, but only 30% of business leaders give them access to it — and just 5% allow them to create their own automations.
Source —Bain & Company/UiPathstudy

A paradox sits at the heart of every transformation roadmap: demand for automation is everywhere, access to it is rare. Closing that gap — safely, at scale, with the right governance — is exactly what Religo is built for.

03·COur role

Religo is your agentic transformation architect.

Not another AI vendor. We sit on your side of the table to design, govern and prove the transformation — from process map to measured ROI.

01

Map industrial processes

Cartograph end-to-end operational, support and decision flows across the plant and the enterprise.

02

Identify where agents create value

Pinpoint the exact handoffs, decisions and tasks where AI agents move the P&L needle.

03

Redesign the workflows

Re-architect how work flows between humans, systems and agents — not just bolt AI on top.

04

Define the governance

Set the rules: human-in-the-loop, audit trails, model risk, data boundaries, escalation paths.

05

Select the tech partners

Choose the right stack — Unframe, morganesoulier.com, ARTEFACTS, MULTIPLAI, THOUGHTWORKS and others — based on the use case, not the logo.

06

Measure the ROI

Instrument every agent with the business KPIs that prove value: hours saved, error rate, cycle time, margin.

The major gains will come from the complete reengineering of workflows — not from automating isolated tasks.
Source — MIT report

We don't just deploy agents. We put in place the management system for your future digital workforce.

This is exactly the direction MIT Sloan, Harvard Medical School and the major Agentic AI programs are converging on today.

Stop monitoring by project

Shift from tracking Agent A, Agent B, Agent C to tracking capabilities.

01
Reasoning
02
Synthesis
03
Extraction
04
Decision
05
Security
Performance does not come from centralising data, but from distributed intelligence able to transform data into useful decisions locally.

The agent is designed to augment experts, not replace them — with human approval required for high-impact decisions.

Human-in-the-loop by design: every high-stakes action passes through an expert before execution.

First 12 months — expected outcomes

During its first 12 months, the agent will deliver measurable improvements in productivity by reducing process analysis and reporting time by 20 to 40%, while increasing the consistency and traceability of operational recommendations. Engineers and managers will spend less time collecting and consolidating data, allowing them to focus on higher-value activities such as problem solving and continuous improvement. We also expect improved auditability through automated documentation and a reduction in routine human errors caused by omissions or inconsistent analysis. These benefits will be achieved while maintaining human oversight for all high-impact decisions, so early ROI should be measured primarily through time savings, user adoption, and decision quality rather than full labor cost reduction. As the system is refined through operational feedback, these productivity gains are expected to translate into measurable operational and financial improvements.

From potential to summit

See the horizon.
Reach the summit.

Open sea at golden hour — the untapped potential
The potential

A vast horizon of value waiting to be captured across your operations.

Alpine summit at sunrise — the operational ambition
The summit

Process by process, we climb with you — until performance reaches a new peak.

04Factory example — Before / After

From a linear, hand-off chain
to an orchestrated agentic flow.

TodaySequential, human-driven
  1. 01Customer order
  2. 02Planning
  3. 03Production
  4. 04Quality
  5. 05Logistics
  6. 06Invoicing
TomorrowAgent-orchestrated
  1. 01Order received
  2. 02Agent analyzes capacity
  3. 03Agent checks inventory
  4. 04Agent launches production
  5. 05Agent flags risks in real time
  6. 06Agent prepares the invoice

Same process, redesigned around agents: decisions happen in parallel, exceptions are flagged in real time, and admin work disappears. That is Agentic Process Transformation.

03Our Offer

Gain at least 20% in workforce productivity with Religo AI Factory agents.

3 products only. Industry only. Deployment in 30 days. We no longer sell an AI agent — we sell a measurable business outcome.

Deployment in 30 days with a commitment to measurable gains.

Product 01
AI Maintenance Copilot

AI Maintenance Copilot

Predictive maintenance (Sentinex)

AI models analyze sensor data to predict failures in advance.

  • Analyzes work orders
  • Prioritizes interventions
  • Prepares parts
  • Writes the report
  • Calculates MTTR / MTBF
Product 02
AI Supply Chain Copilot

AI Supply Chain Copilot

Supply Chain Control Tower (Nexora)

Real-time overview of supply chain performance and end-to-end visibility.

  • Detects shortages
  • Optimizes inventory
  • Prepares S&OP meetings
  • Sends alerts
Product 03
AI Factory Performance Copilot

AI Factory Performance Copilot

Lean daily management & OEE (FactoryX)

Continuous performance steering of the shop floor, in the spirit of your Lean missions.

  • Prepares daily meetings
  • Explains drifts
  • Generates action plans
  • Tracks KPIs

Three very concrete examples

MAINTENANCESentinex

« Rise in line stoppages → cross-referencing work orders + breakdown history + sensors → identification of a recurring asset → intervention prioritization → work order and parts preparation → maintenance alert. »

SUPPLY CHAINNexora

« Shortage risk detected → cross-referencing orders + inventory + forecasts + supplier lead times → root-cause identification → replanning proposal → buyer / supplier alert → follow-up until resolution. »

PERFORMANCEFactoryX

« Falling OEE → cross-referencing production + stoppages + quality + maintenance → identification of main losses → root-cause analysis → action plan generation → assignment to owners → results tracking. »

From data to action: AI doesn't just show — it acts.

Power BI visualizes the gaps. Our AI agents interpret them, connect them and trigger the appropriate actions.

CapabilityPower BI / Traditional BIReligo AI agents
DetectShows KPIs, trends and gaps.Automatically identifies anomalies and weak signals.
Cross-referenceThe user navigates between multiple datasets.Crosses ERP, CMMS, production, inventory, quality, suppliers…
UnderstandThe user must interpret.Finds probable causes and explains the drift.
DecideThe user decides on the action.Proposes and prioritizes actions by impact / urgency.
ActLittle to no automated action.Triggers alerts, tasks, intervention requests and workflows.
TrackShows the KPI trend.Verifies the action was completed and measures its impact.

Power BI tells you what happened.

Our agents understand why, propose what to do, and trigger the action.

04Industries We Serve
Aerospace & Defense/01
Animal Nutrition & Agritech/02
Automotive & Mobility/03
Construction & Building Materials/04
Consumer Goods & Retail/05
Energy & Utilities/06
Flavors & Fragrances/07
Food & Ingredients/08
Industrial Manufacturing/09
Life Sciences & Pharma/10
Logistics & Transportation/11
Medical Devices/12
Professional Services/13
Public Sector/14
Specialty & Fine Chemicals/15
Technology & Software/16
07AI Use Cases

Top 21 most profitable AI use cases for an industrial company

A pragmatic shortlist — ranked by tangible ROI — to focus AI investment where it pays back fastest in manufacturing, supply chain, quality and operations.

  • 01
    Predictive maintenance
    Very high
    Reduce unplanned downtime and maintenance costs
  • 02
    AI production planning
    Very high
    Absorb +20% volume without hiring
  • 03
    Quality / vision inspection
    Very high
    Reduce scrap, returns, non-conformities
  • 04
    Inventory optimization
    High
    Lower working capital and stock-outs
  • 05
    Demand forecasting
    High
    Better service level, less obsolescence
  • 06
    Proactive order management
    High
    Surface order risks early to act before stores or customers discover the issues
  • 07
    AI-augmented procurement
    High
    Supplier savings, renegotiation, spend analysis
  • 08
    SAP / ERP agent
    High
    Remove industrial admin tasks
  • 09
    Shop-floor scheduling
    High
    Improve OEE, lead times, capacity
  • 10
    Transport & logistics
    High
    Cut transport costs 5–15%
  • 11
    Plant energy management
    High
    Cut energy bill 5–20%
  • 12
    Plant manager assistant
    Med/High
    Automated daily KPI steering
  • 13
    Maintenance knowledge agent
    Med/High
    Help technicians, cut diagnosis time
  • 14
    Quote & order automation
    Med/High
    Accelerate order-to-cash cycle
  • 15
    Supplier invoice control
    Medium
    Reduce errors, disputes, finance time
  • 16
    Safety / HSE agent
    Medium
    Risk, incident & compliance detection
  • 17
    Recipe / formulation optimization
    Med/High
    Agri, chemicals, ingredients, pharma
  • 18
    Quality compliance agent
    Medium
    Audit readiness, traceability, CAPA
  • 19
    Industrial knowledge management
    Medium
    Capture operator & expert know-how
  • 20
    AI operator training
    Medium
    Faster onboarding, fewer errors
  • 21
    Lightweight digital twin
    Med/High
    Simulate capacity, flow, constraints
Prioritize my use cases90-day diagnostic — pick 2–3 quick wins with measurable ROI.
05Processes We Transform

End-to-end processes,
reimagined with AI.

We work across the value chain — from the front office to the plant floor — grouped by typology so every executive sees where the gains are.

Customer & Commercial
  • Order to Cash/01
  • Sales & Order Management/02
  • Customer Claims & Complaints/03
  • After-Sales & Field Intervention/04
Supply Chain & Operations
  • Sales & Operations Planning (S&OP)/01
  • Demand & Supply Planning/02
  • Production Scheduling/03
  • Manufacturing Execution/04
  • Maintenance & Reliability/05
  • Logistics & Distribution/06
Innovation & Product
  • R&D and Innovation/01
  • New Product Development & Launch/02
  • Clinical Trials Management/03
  • Regulatory Affairs & Compliance/04
Support Functions
  • HR & Talent Operations/01
  • Finance & Controlling/02
  • Procurement & Source-to-Pay/03
  • Claims Handling (Insurance & Warranty)/04
05Why Religo

Operators. Not slide-makers.

Executive Experience

More than 27 years leading transformation programs across Europe and North America.

Proven Results

Over $300M of operational improvements identified and delivered.

Industry Expertise

Deep experience in ingredients, chemicals, life sciences and industrial manufacturing.

Business First

Technology is a tool. Business impact is the objective.

06Expected Outcomes

Results vary by organization. Religo commits to identifying measurable value opportunities and establishing clear performance indicators before implementation begins.

5–15%
Productivity improvement
10–30%
Reduction in manual admin work
10–20%
Improvement in planning accuracy
Reduced inventory, improved service, faster decisions
07Business Partners

We deliver with the leaders in AI.

Religo orchestrates execution alongside best-in-class technology and consulting partners — selected for proven impact in industrial environments.

UUnframe
morganesoulier.com
ARTEFACTS partner logo
MULTIPLAI partner logo
THOUGHTWORKS partner logo

A curated network of AI leaders and operational specialists.

Thomas Grange, founder of Religo Partners
08Founder

Thomas Grange

French-American Executive & Entrepreneur

I founded RELIGO to help industrial leaders reinvent the way their companies operate. After nearly three decades redesigning business processes across global organizations, I am convinced that Artificial Intelligence represents the greatest opportunity ever to transform industrial performance — not by replacing people, but by fundamentally redesigning how work gets done.

Prior to founding RELIGO, I spent nearly a decade in the United States as CEO of AEC Partners, leading the firm's North American expansion and delivering large-scale transformation programs for global industrial and healthcare organizations.

My training in Artificial Intelligence at the Massachusetts Institute of Technology (MIT) was a natural evolution of my career as a consultant, deepening my ability to help industrial leaders turn AI into a practical lever for operational transformation.

For more than 27 years, I have led business transformation initiatives across Europe and North America, guided by one simple conviction: sustainable performance comes from redesigning business processes — not simply implementing new technologies.

I have helped executive teams reinvent several typologies of processes across Healthcare, Life Sciences, Chemicals, Food & Beverage, Aerospace, Luxury, Steel, Packaging, Utilities and Energy, improving cost, quality, service, agility and customer experience.

My transformation experience spans virtually every core business function, including Manufacturing, Supply Chain, Maintenance, Quality, Procurement, Finance, R&D, Clinical Development, Medical Affairs, Pharmacovigilance, Logistics, Sales, Order-to-Cash, New Product Introduction, Product Launch, Transport, Warehouse Operations and Post-Merger Integration.

Unlike many AI consulting firms, RELIGO starts with business processes — not technology. We believe Artificial Intelligence creates lasting value only when it fundamentally redesigns how organizations operate. Rather than deploying isolated AI tools, we help companies reinvent their operating model around AI agents, enabling faster decisions, leaner operations and measurable business outcomes.

09Clients

They trusted us.

A selection of organizations across chemicals, life sciences, energy, industry and luxury that partnered with Thomas Grange to redesign their cross-functional processes and operations.

  • 01Chemicals
    HoneywellArizona ChemicalOlinTexas PetrochemicalFMCSolvayTessenderloCelaneseFirmenich DSM
  • 02Pharmaceuticals & Life Sciences
    Sanofi-AventisMerckPfizerBoehringer IngelheimAlconMedinstillLaboratory UrgoMerialAdisseo
  • 03Energy & Utilities
    United Water SuezButagaz
  • 04Paper & Packaging
    Graphic Packaging International
  • 05Steel
    ArcelorMittal
  • 06Aerospace
    Snecma Moteurs
  • 07Transport
    SNCFAlstom
  • 08Luxury
    Chanel — Perfumes & Beauty (Europe & Asia)
Begin

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The leaders are transforming their operations.

Discover how much value is hidden inside your organization.

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