Healthcare · AI & Infrastructure Advisory

Where clinical complexity meets AI-era infrastructure.

D&C IT Solutions Inc. provides senior advisory services to healthcare organizations, cloud platform providers, and GPU-as-a-service companies navigating high-stakes technology and AI decisions. We bridge the gap between executive strategy and deep operational reality, bringing clinical credibility to AI adoption.

AI Readiness & Governance
Healthcare Systems & Imaging Platforms
GPU-as-a-Service & AI Infrastructure
Cloud & Distributed Infrastructure
Discuss your strategy
20+
Years in mission-critical
healthcare environments
6.5M+
Patient records integrated
across provincial systems
3
Continents of deployment
experience
AI
Governance, RAG & agent
workflows in production

Who We Serve

Three distinct client types.
One advisory practice.

Our clients operate at the intersection of high complexity and high consequence. Whether running hospital imaging networks, building cloud infrastructure for regulated workloads, or scaling GPU compute for AI, they all need a trusted advisor who has been there before.

Healthcare Organizations

Hospitals, health systems, and regional imaging networks operating PACS, RIS, and enterprise clinical platforms where availability is non-negotiable, clinical continuity is paramount, and AI adoption must be safe and governed.

  • Enterprise imaging platform strategy
  • PACS modernization & zero-downtime migration
  • AI readiness assessments for clinical environments
  • Safe AI deployment with SOC 2 & HIPAA controls
  • Vendor accountability & integration governance

Cloud Platform Providers

Infrastructure companies building managed services, distributed compute platforms, and cloud environments, particularly those targeting regulated industries such as healthcare and life sciences, or scaling for AI workloads.

  • Platform architecture & AI production readiness
  • Managed services design & customer success
  • SOC 2 & HIPAA-aligned operational controls
  • Incident leadership & reliability engineering
  • AI governance frameworks & safe deployment

GPU-as-a-Service & AI Compute

Organizations building or scaling GPU compute infrastructure for AI workloads, including those navigating energy management, hardware supply, regulated deployment contexts, and AI governance for safe enterprise-grade operations.

  • AI infrastructure architecture & readiness
  • RAG & agent-based AI workflow governance
  • Energy optimization for compute-dense AI environments
  • Hardware supply & datacenter planning
  • Safe AI operations & compliance frameworks

Advisory Areas

What we are engaged to do.

Engagements are scoped to deliver clear outcomes. We are brought in when an organization needs an experienced senior voice to cut through complexity, hold vendors accountable, and align technical decisions, including AI adoption, with business and clinical realities. AI readiness is now a dimension of every engagement.

01

Enterprise Imaging Strategy & PACS Modernization

Healthcare
Architecture and migration planning for healthcare organizations transitioning PACS platforms, consolidating multi-hospital imaging environments, or preparing for next-generation clinical systems. Includes zero-downtime planning, vendor accountability, and clinical stakeholder alignment.
02

Clinical Infrastructure Architecture Review

Healthcare
Independent assessment of infrastructure supporting PACS, RIS, and clinical imaging environments. Identifies reliability risks, performance bottlenecks, and architectural gaps before they become production incidents.
03

Cloud & Distributed Platform Advisory

Cloud / Infrastructure
Strategic and architectural guidance for cloud providers and infrastructure teams scaling platforms for regulated workloads. Focus on production readiness, managed services design, and enterprise-grade reliability from day one.
04

AI Readiness, Governance & Safe Deployment

AI / Healthcare / Cloud
Hands-on advisory for organizations preparing to adopt AI: evaluating data architecture, compute environment, and operational controls for safe deployment. Covers generative AI patterns including RAG and agent-based workflows, LLM governance, data isolation, and compliance alignment with SOC 2 and HIPAA. Particularly relevant for healthcare organizations where AI errors carry clinical risk.
05

Platform Stabilization & Incident Leadership

All Verticals
Brought in during or after major platform failures to lead root-cause analysis, coordinate cross-functional response, and design remediation strategies that address systemic causes, not surface symptoms.
06

Customer Success & Technical Account Leadership

Cloud / GPU
Advisory support for platform providers seeking to improve enterprise customer onboarding, adoption, and retention. Translates real-world usage and incident patterns into concrete improvements to service design and delivery.

AI Practice

AI that is actually ready
for production.

AI advisory at D&C IT Solutions is grounded in real operational experience, not theory. From building FluxAI and governing RAG pipelines at InFlux Technologies to advising healthcare organizations on safe AI adoption, this practice brings production-tested judgment to one of the most consequential technology decisions organizations face today.

AI Readiness Assessment

Independent evaluation of whether your data architecture, compute environment, and operational controls can support AI workloads safely, before you commit to a deployment path.

  • Data quality & lineage review
  • Compute & infrastructure gap analysis
  • Compliance posture (SOC 2 / HIPAA)
  • Risk identification before deployment

Generative AI & Agent Governance

Hands-on advisory for organizations deploying large language models, RAG pipelines, and agent-based workflows, with a particular focus on regulated environments where AI errors carry real consequences.

  • RAG architecture & retrieval quality
  • Agent workflow design & guardrails
  • LLM selection & prompt governance
  • Audit trails & output accountability

AI in Clinical Environments

Specific advisory for healthcare organizations integrating AI into radiology, imaging, and clinical workflows, where patient safety, regulatory compliance, and clinical trust are non-negotiable.

  • AI-assisted radiology & imaging readiness
  • Clinical validation & rollout governance
  • HIPAA-aligned AI data controls
  • Vendor AI claims accountability

Advisory Position

AI should be earned,
not assumed.

Production over Proof-of-Concept

Most AI failures happen at the transition from demo to production. Advisory focuses on that gap, where real data, real users, and real consequences live.

Clinical Credibility First

AI in healthcare must earn the trust of radiologists, clinicians, and patients. Governance and validation are not optional add-ons, they are the product.

Infrastructure is the Foundation

AI performance is only as good as the infrastructure beneath it. Compute, storage, latency, and data quality determine whether an AI system succeeds or fails at scale.

Governance is Competitive Advantage

Organizations that operationalize AI with proper controls, auditability, data isolation, change management, move faster and more safely than those who treat governance as a blocker.

Track Record

The work behind the advisory.

Two decades of hands-on delivery across healthcare imaging, enterprise infrastructure, and cloud platforms, across Europe, Canada, North America, and Latin America. The following is a selection of engagements that define D&C IT Solutions' advisory depth.

Nov 2025 – Present
Flux Foundation, Chair
Texas, USA · Non-Profit Infrastructure Governance
  • Governance and funding structures for a large-scale decentralized infrastructure network
  • Transparent decision-making and allocation processes balancing innovation with reliability
  • Developer enablement, education and ecosystem maturity initiatives
  • Infrastructure sustainability aligned with community and stakeholder expectations
2023 – 2025
InFlux Technologies Ltd, CBO & Chief Customer Success Officer
UK / USA · Cloud, GPU & AI Infrastructure
  • Built FluxEdge, FluxCloud & FluxAI platforms
  • RAG pipelines & agent-based AI governance in production
  • SOC 2 & HIPAA-aligned controls for regulated AI
  • NVIDIA, SUSE, OVHcloud strategic partnerships
  • Enterprise AI customer success & escalation leadership
2020 – 2023
Mayfair Diagnostics, Platform Owner, Enterprise Imaging
Canada · Enterprise Radiology Imaging
  • 1M+ imaging studies annually, zero-downtime mandate
  • AGFA IMPAX → Sectra IDS7 migration & platform ownership
  • AI-readiness advisory for clinical imaging infrastructure
  • Grafana observability & performance engineering
  • Clinical stakeholder alignment across sites
2011 – 2020
Agfa Healthcare, Senior Systems & Performance Specialist
Europe, Canada & North America · PACS / RIS Platforms
  • Province-wide MPI integrating 6.5M+ patient records
  • AGFA IMPAX, EI, Visage, Philips & multi-vendor PACS environments
  • Large-scale platform upgrades & multi-hospital migrations
  • Custom Grafana observability tooling
  • Multi-continent deployments across regulatory contexts
2004 – 2011
Agfa Healthcare · Valck Group · SES Software
Europe, APAC, North America · Platform Engineering & Leadership
  • Software development: .NET, SQL, Linux/Unix
  • Global Technical Consultant across Europe, NA, APAC
  • IT Director & Managing Director responsibilities
  • Architecture ownership for multi-site healthcare environments

Platform & Systems Experience

Sectra IDS7 AGFA IMPAX AGFA Enterprise Imaging Visage PACS Philips PACS FluxAI / FluxEdge NVIDIA SUSE HPE AWS / Azure / GCP VMware Grafana

Standards, Protocols & AI

HL7 DICOM FHIR SOC 2 HIPAA MPI / PLINK RAG Pipelines Agent Workflows LLM Governance Generative AI

Currently Active

Two active engagements.
Selectively open to more.


D&C IT Solutions maintains an active advisory practice across two concurrent client engagements. Both are in the AI and compute infrastructure space, reflecting where the most consequential technology decisions are being made right now.

The practice is selectively open to additional engagements. AI readiness and governance is now a dimension of every client conversation. Introductory conversations are welcome from organizations facing meaningful technology decisions where an independent senior voice would add value.

Active Client Engagement

AI Infrastructure & Energy Intelligence Advisory

Advising an organization at the intersection of AI infrastructure and energy optimization, covering infrastructure planning, hardware supply decisions, and operational strategy for compute-intensive environments.

AI Infrastructure Energy Optimization GPU Datacenter Planning Operational Advisory
Active Client Engagement

Customer Success Director, AI Customers

Serving as Customer Success Director for AI customers at a compute infrastructure provider, ensuring enterprise AI clients achieve successful outcomes on the platform, managing escalations, and bridging the gap between technical operations and customer expectations.

Customer Success AI Compute Enterprise Clients Platform Adoption

Why D&C IT Solutions

What makes this firm
different.

Most technology advisory comes from one of two places: large consulting firms that send junior staff and charge partner rates, or vendors with a product to sell. D&C IT Solutions is neither. We are an independent, founder-led firm with no product agenda, only outcomes.

We have actually done the work.

Our principal has personally architected province-wide patient identity systems, executed zero-downtime PACS migrations, built AI platforms in production, and governed SOC 2 and HIPAA-aligned operations. The advisory is grounded in scars, not slides.

We work across the full stack.

From C-suite strategy conversations to the database query causing a production incident, we operate at every altitude. That range is rare, and it means we can translate in both directions: from the boardroom to the server room, and back again.

We have no product to sell you.

No vendor relationships that colour our recommendations. No software licenses, no implementation revenue, no referral fees. When we tell you a platform is the right choice, or the wrong one, the only interest we're representing is yours.

We understand the clinical stakes.

Healthcare technology is not like other enterprise software. Downtime affects patient care. Data errors affect diagnoses. AI errors carry clinical consequences. We bring the gravity of that reality to every engagement, including the ones that aren't in healthcare.

Trusted By Organizations Across

Regional Health Authorities · Canada Private Radiology Networks · North America Cloud & GPU Infrastructure Providers · UK / USA AI Infrastructure & Energy Intelligence · North America Enterprise PACS Environments · Europe & APAC
Davy Wittock

Davy Wittock

Founder & Principal

D&C IT Solutions Inc.

Steinbach, Manitoba, Canada
davy.wittock@dcitsolutions.io
linkedin.com/in/davywittock

Leadership

D&C IT Solutions was founded by Davy Wittock on a straightforward premise: organizations navigating complex technology decisions deserve an advisor who has actually operated in those environments, not one who has only studied them.

With more than 20 years of hands-on delivery across healthcare imaging, enterprise infrastructure, cloud platforms, and AI systems, Davy brings a rare combination of clinical domain depth and modern infrastructure fluency to every engagement. He has operated as a senior architect, platform owner, CBO, and technical escalation lead, across Europe, North America, and APAC, giving D&C IT Solutions a practical foundation that most advisory firms cannot replicate.

The firm's AI practice is built on direct production experience: leading the build-out of FluxAI, governing RAG pipelines and agent-based workflows, and operationalizing SOC 2 and HIPAA-aligned controls for regulated AI deployments. This is not theoretical advisory, it is judgment formed in production environments where the cost of being wrong is real.

D&C IT Solutions works with a select number of clients at any time, ensuring each engagement receives genuine senior attention. References are available to qualified prospects upon request.

20+
Years in mission-critical healthcare & infrastructure
6.5M+
Patient records integrated across provincial systems
AI
RAG, agent workflows & LLM governance in production
6+
Major PACS platforms across AGFA, Sectra, Visage, Philips & more

Get in Touch

Let's talk about what you're navigating, including AI.

D&C IT Solutions works with a select number of clients at any given time. Whether you're planning an AI adoption, navigating a complex infrastructure decision, or need an independent voice to assess a vendor's claims, reach out for an introductory conversation.

Location

Steinbach, Manitoba, Canada