Core Services
Lux Intelligent Solutions partners with organizations to turn digital and AI ambition into real, operational capability. Our services are designed to meet clients where they are—whether defining strategy, executing transformation, or building long-term internal capacity.
We focus on outcomes, not experiments, combining technical depth with pragmatic execution.
Operational Intelligence Assessment
Understand where you are—and what will actually move the needle
Our Operational Intelligence Assessment establishes a clear baseline across data, systems, workflows, and decision-making. It identifies where intelligence is trapped, fragmented, or underutilized—and where targeted investment will deliver the highest impact.
What this includes:
Current-state assessment of data flows, systems, and tooling
Review of operational workflows and decision points
Identification of automation and intelligence opportunities
Evaluation of AI readiness and scalability risks
Prioritized opportunities mapped to business value
Outcome:
A clear, executive-ready roadmap that distinguishes quick wins, core foundations, and longer-term transformation investments.
Digital & AI Strategy Development
Turn vision into a plan that can actually be executed.
We work with leadership teams to define a digital and AI strategy grounded in operational reality—not hype. This service ensures that technology initiatives are aligned to business objectives, organizational maturity, and execution capacity.
What this includes:
Business-aligned digital and AI vision
Use case identification tied to measurable outcomes
Platform and architecture principles
Build vs. buy vs. partner guidance
Governance and operating model recommendations
Outcome:
A strategy that leadership can confidently fund and teams can realistically deliver.
From roadmap to production—without the handoff gap.
We don’t stop at strategy. We embed with teams to design, build, and deploy solutions that integrate into real operations.
Execution areas include:
Data platform and analytics implementation
AI/ML system design and deployment
Workflow automation and system integration
Computer vision and advanced intelligence solutions
MLOps, monitoring, and lifecycle management
Outcome:
Production-grade systems delivering measurable operational impact—not pilots that stall.
Consulting & Execution
Platform & Foundation Build-Out
Build once. Scale many times.
Many organizations struggle because each initiative is built in isolation. We help establish shared foundations that enable repeatable delivery across teams and use cases.
What this includes:
Data and analytics platform design
AI/ML platform and MLOps foundations
Integration architecture and APIs
Cloud, hybrid, and edge deployment models
Outcome:
A scalable foundation that reduces friction, accelerates delivery, and lowers long-term cost.
Enable autonomy—without losing control.
We design governance models that allow organizations to safely scale automation and AI-driven decision-making over time
What this includes:
Promotion and approval frameworks for automation
Human-in-the-loop routing
Monitoring, performance tracking, and auditability
Policy-driven escalation and rollback mechanisms
Trust and maturity models for increasing autonomy
Outcome:
Confidence to scale AI responsibly, without stalling innovation.
AI & Automation Governance
Enablement & Operating Model Design
Make transformation sustainable.
Technology alone does not transform organizations—people and processes do. We help clients embed new capabilities into how work gets done.
What this includes:
Operating model and role design
Center of Excellence (CoE) support
Training and enablement for technical and non-technical users
Playbooks, standards, and reusable patterns
Change management and adoption support
Outcome:
Internal teams that can own, operate, and extend solutions long after engagement ends.
How Our Services Work Together
Our engagements are modular but connected. Clients may start with an assessment, move into execution, and expand into platform or governance work—or engage directly where value is most urgent.