Our Story

We founded WCG on a simple belief: organizations deserve full control over their data, their systems, and their AI.

After more than a decade in management and technology consulting, we saw the same pattern everywhere: clients wanted the benefits of AI, but the solutions available to them required sacrificing sovereignty, exposing sensitive data, or accepting unpredictable and escalating usage costs.

Cloud models were fast, but not always safe. Enterprise AI tools were powerful, but not always compliant. Vendors promised transformation, but delivered lock-in.

And too often, the organizations with the most to gain from AI - government contractors, healthcare teams, disaster recovery programs, state and local agencies - were the ones least supported by the traditional AI ecosystem. They needed AI that respected their compliance landscape, their policy frameworks, and their responsibility to the people they serve.

We created Wellesley Cove Group to fill that gap.

We set out to build a consulting firm rooted in strategic clarity, technical depth, and sovereignty-first AI engineering - a firm that doesn't push technology for the sake of it, but helps organizations design and deploy solutions that truly fit their environment.

As the AI landscape evolved, we saw an opportunity to bring the power of modern models to regulated environments without external dependencies. We began building private and hybrid AI architectures, designing on-prem and on-device agent systems, and helping clients modernize the workflows that matter most - the ones caught in thousands of pages of policy, guidance, or technical documentation.

We realized something important along the way: AI transformation is not about a single solution. It's about choosing the right solution for each environment, each workflow, and each risk profile.

Today, Wellesley Cove Group helps teams achieve what many thought impossible: enterprise-grade, high-performing AI that is fully private, fully sovereign, and fully aligned with their mission.

We believe the future of AI is not "cloud-only" or "local-only" - it's hybrid, tailored, responsible, and built around the unique constraints of each organization. And we believe that the firms who embrace sovereignty, predictable cost, and AI architectures they can fully control will be the ones who lead the next decade of innovation.

We built WCG for them. And we continue to operate with the same mission today: bring world-class consulting, sovereign AI engineering, and practical transformation to every organization we serve - securely, responsibly, and with complete respect for their data.

Our Philosophy

From the beginning, our philosophy has been different:

  • AI should serve the organization - not the other way around.
  • Data should never leave the environment unless you choose it.
  • Costs should be predictable, not volatile.
  • Architecture matters more than hype.
  • Compliance is not optional; it's foundational.
  • Human expertise + AI systems outperform either alone.

Our Approach

We built WCG around a full lifecycle approach to AI transformation:

  • Strategic assessment — Understanding your environment, goals, and constraints
  • Data and workflow analysis — Mapping your processes, policies, and documentation
  • Architecture design — Designing systems that fit your environment and compliance needs
  • Hybrid/on-prem model selection — Choosing the right AI approach for each use case
  • Private agent development — Building AI agents that understand your context
  • Secure deployment — Implementing solutions with complete data sovereignty
  • Integration and adoption — Ensuring successful adoption and ongoing support

Our work spans FEMA Public Assistance, government contracting, healthcare operations, compliance-driven sectors, and organizations where mistakes carry real consequences.

Industries We Serve

We specialize in serving organizations operating in regulated and compliance-driven environments:

  • Disaster Recovery & FEMA Public Assistance: Specialized support for FEMA PA consultants and emergency management contractors
  • State & Local Government: Policy navigation and compliance support for government agencies
  • Healthcare: HIPAA-compliant AI solutions for healthcare organizations and compliance vendors
  • Telecommunications: Regulatory compliance and policy management for telecom companies
  • Large Advisory Firms: Knowledge management and regulatory research for consulting firms
  • Regulated Contractors: Compliance and contract navigation for government contractors

View All Use Cases

Why Wellesley Cove Group?

Ex-Big 4 Expertise

Founded by former Big 4 consultants with deep experience in management consulting and technology implementation.

AI-Native Approach

We're not just consultants who use AI—we're AI-native, built from the ground up to leverage AI technology effectively.

Private AI Specialists

We specialize exclusively in private, on-premises AI solutions. No cloud dependencies. Complete data sovereignty.

Regulated Environment Expertise

Deep understanding of policy-heavy, regulated, and compliance-driven environments and their unique requirements.

Fast Deployment

From contract to production as little as 6 weeks. Fast time-to-value for your organization.

Measurable Results

Our clients see 40-60% time savings and improved accuracy in policy and compliance work.

Ready to Work Together?

Learn how Wellesley Cove Group can help your organization achieve sovereign AI transformation. Book a Strategy Session to see how we can help.