Full-Spectrum Data & AI Engineering
Engineering teams from Fortune Global 500 operations: chemical plants, nuclear reactors, enterprise systems. We engineer solutions across data foundations, BI, ML, GenAI, and agentic automation that eliminate 40-70% of manual work and deliver measurable ROI within 12 months.
One Partner Across the Stack
Proprietary frameworks refined across $725M in documented impact. Select a capability to explore our methodology.
Data Engineering
Enterprise data platforms, pipelines, quality, governance, and reliable delivery.
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Business Intelligence
Executive dashboards and operational reporting aligned to how decisions are made.
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AI & Machine Learning
Predictive models and optimization systems deployed with monitoring and ownership.
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Generative AI & LLMs
Grounded assistants, document automation, and RAG systems designed for reliability.
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Agentic AI & Automation
Multi-agent workflows that take action with guardrails, auditability, and oversight.
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Noème.AI Product Suite
Product-layer capability for repeatable outcomes, with Quebec compliance pathways via NoèmeX.
See products →What We Deliver & What "Done" Means
Proprietary frameworks refined across $725M in documented client value, from strategic transformation to technical implementation.
Business & Corporate Transformation
$725M IN DOCUMENTED CLIENT VALUE • 100+ ENTERPRISE TRANSFORMATIONS
100+ enterprise transformations generating $725M in documented client value. We assess business processes first, quantify opportunities, prioritize by ROI, then engineer solutions across data, BI, and AI. Led by teams who've run Fortune Global 500 operations and hold HEC Paris Business Strategy credentials. We understand both boardroom strategy and production floor reality.
- Business process assessment and opportunity mapping
- Technology roadmap aligned to business objectives
- ROI quantification and investment prioritization
- FrontLoadIQ™ implementation methodology
- Data Leadership Index maturity assessment
- Organizational design and change management strategy
- Executive alignment and board presentations
- Strategic vendor evaluation and technology selection
- Prioritized roadmap with ROI for each initiative
- Executive and board alignment on transformation strategy
- Business case approved by finance with clear success metrics
- Technology choices mapped to business outcomes
- Change management plan with stakeholder buy-in
- Transformation governance structure operational
- Quick wins identified with execution timeline
Implementation Tools We Use to Deliver Transformation
Data Engineering
DEPLOYED FOR 10+ COUNTRIES • PROCESSING 2 BILLION RECORDS DAILY
Foundations that scale: consolidate sources, standardize definitions, automate pipelines using frameworks refined across multinational enterprise deployments.
- Data warehouses & lakehouse patterns (Snowflake, Databricks)
- ETL/ELT pipelines, orchestration, monitoring
- Data quality checks, observability, SLAs
- Governance foundations: catalog, ownership, access
- Cloud platform delivery (AWS, Azure, GCP)
- Clear ownership and support model
- Documented definitions and lineage
- Automated testing and failure handling
- Performance and cost controls
- Reliable refresh cadence that teams trust
Business Intelligence
400+ DASHBOARDS DEPLOYED • 10,000+ ACTIVE USERS
Executive dashboards and operational reporting built on semantic models and metric governance, aligned to how decisions are made, with adoption patterns proven in Fortune Global 500 environments.
- BI strategy and KPI definitions
- Executive dashboards and operational reporting
- Semantic models and metric governance
- Power BI, Tableau, Looker implementations
- Adoption enablement and self-serve patterns
- Metrics are consistent across teams
- Ownership of definitions is explicit
- Performance reliable at real usage levels
- Dashboards tied to actions, not curiosity
- Users know where to go, and trust what they see
AI & Machine Learning
30–50% ACCURACY IMPROVEMENT TYPICAL
Predictive models engineered by teams who've operated chemical plants and manufacturing systems, designed for production with monitoring, retraining, and operational adoption built into every deployment.
- Use case framing and prioritization
- Forecasting and predictive models
- Optimization engines and decision support
- MLOps: deployment, monitoring, retraining cadence
- Model risk controls and auditability where required
- Baseline established and improvements measured
- Data drift and performance monitoring in place
- Clear ownership for model lifecycle
- Human-in-the-loop defined where needed
- Process integration (not a standalone notebook)
Generative AI & LLMs
60–80% TIME SAVINGS ON DOCUMENT WORKFLOWS
Grounded assistants, RAG systems, and document automation deployed with enterprise guardrails, using the same privacy-first architecture we run in our own Noème.AI platforms serving universities and corporate boards globally.
- RAG systems grounded in enterprise sources
- Document extraction, summarization, workflow automation
- Assistants for internal teams and customer-facing workflows
- Prompt evaluation, quality measurement, iteration loop
- Privacy, retention, and access controls aligned to policy
- Clear sources of truth and citation behavior
- Safety and policy constraints built in
- Evaluation harness and measurable quality
- Escalation paths for edge cases
- Logging that supports governance and debugging
Agentic AI & Automation
40–70% REDUCTION IN MANUAL PROCESSING
Multi-agent workflows with tool calling, permissions, and human-in-the-loop controls, engineered by teams who automated chemical plant operations before bringing these frameworks to enterprise business processes.
- Workflow automation across tools and systems
- Agent orchestration with tool calling and permissions
- Decision automation with human approvals when needed
- Process observability and incident handling
- Governed rollout and change management
- Actions are logged and explainable
- Permissions and scope boundaries are explicit
- Fallback paths exist when confidence is low
- Monitoring and error recovery are built-in
- Business owners can operate the process long-term
Noème.AI Product Suite
OPERATING ACROSS 4 CONTINENTS • GLOBAL + QUEBEC COMPLIANCE
SaaS platforms built on the same AI stack we engineer for enterprise clients: board governance, university planning, and Quebec compliance solutions. We practice what we preach: every framework we recommend runs in production in our own platforms.
- Board Governance (global, contact sales for pricing)
- University Planning (global, contact sales for pricing)
- Garage Operations (global, contact sales for pricing)
- Real Estate Management (global, contact sales for pricing)
- Loi 25 Privacy Compliance (Quebec/NoèmeX, contact sales for pricing)
- Loi 27 Harassment Prevention (Quebec/NoèmeX, contact sales for pricing)
- Subscription-based SaaS, not custom development
- Built using our own transformation frameworks
- Global deployment with Quebec compliance pathways
- Pricing scales with organization size
“Before this project, I had a fog of data in my head. I knew instinctively we had production and quality issues but couldn't pinpoint where to look or how to prioritize. After Global Data and BI's team delivered our Data & BI Platform, my operations team knows exactly where to look every morning before starting the day, clarity replaced confusion. Our product quality increased significantly and scrap quantities dropped. We went from intuition to precision, and from diagnostic to prediction and optimization.”
Proven Engagement Progression,
From Assessment to Enterprise Scale
Explore opportunities, prove value in one department, scale across the enterprise. Our FrontLoadIQ™ methodology delivers measurable results at each phase; 95% of our engagements advance to the next stage because clients see documented ROI before expanding.
Explore · Understand the Opportunity
Using Data Leadership Index™ and rapid assessment frameworks refined across 100+ enterprise engagements.
Take the Data Leadership Index and schedule a 30-minute conversation. We'll give you a candid view of where technology can, and cannot, help.
A one-week sprint on your highest-priority problem. We identify the top 3 use cases with rough ROI and implementation options. Reserved for qualified organizations considering enterprise-scale engagements.
Prove · Turn One Area Around
Deploy FrontLoadIQ™ methodology: comprehensive assessment followed by full department transformation with 40–60% efficiency gains documented.
A 4–6 week assessment spanning processes, systems, and data across your organization. You get a clear roadmap, technology choices, and quantified business case. Scaled to enterprise scope: geographies, business units, system landscapes.
We fully transform one department or process with data, BI, AI, and automation, so you see real numbers and adoption before scaling. Complete end-to-end implementation including infrastructure, applications, training, and change management.
Scale · Enterprise & Ongoing
Multi-year programs supported by the same operational engineering teams who've deployed systems across chemical plants, nuclear facilities, and Fortune Global 500 operations.
Multi-department, multi-year program to build your data foundation, enterprise BI, and AI/automation capabilities company-wide. Programs scaled to Fortune Global 500 complexity with dedicated operational teams.
We monitor and evolve your models, dashboards, and automations, and act as your extended data & AI team as needs change. Programs scaled to infrastructure complexity, model count, and user base.
Free Data Leadership Assessment
Benchmark your organization's capabilities, identify operational risks, and determine which investments generate the highest returns, in 15 minutes.
Data Leadership Index
Our proprietary assessment helps CIOs and data leaders identify where fragmented operations create competitive risk and determine which initiatives drive measurable results.
- Maturity score (0–100) across 12 capabilities.
- Benchmark against industry leaders in your sector.
- Prioritized roadmap ranked by business impact.
- ROI projections for top transformation opportunities.
Start Free Assessment
No credit card • 15 minutes • We follow up only if you ask us to.
Ready to See What Technology Could Really Do for Your Operations?
We’ll start with where you are today, not a generic playbook. One conversation can clarify whether there is a genuine transformation opportunity worth pursuing.