Custom AI Solutions Built for Your Business

ECG designs, develops, and deploys custom AI solutions for enterprises and regulated industries – built by a US-based engineering team with deep experience in telecom, healthcare, legal, and public sector environments. Your AI. Your infrastructure. Your data stays yours.

Why ECG Builds Different

AI Solutions Engineered for Security, Compliance, and Real-World Production

ECG combines decades of carrier-grade engineering experience with modern AI development – delivering solutions that meet the demands of regulated industries where getting it wrong isn't an option.

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US-Based Engineering Team

Every engineer on your project is based in the United States. No offshore handoffs. No communication gaps. Your project is built by people who understand your regulatory environment, your business culture, and your technical landscape.
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Deep Experience in Regulated Industries

ECG has delivered technology projects across telecom, healthcare, accounting, financial services, and federal and state public sector – industries where data sensitivity, audit requirements, and compliance aren't optional. We understand the consequences of getting it wrong.

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Private & Sovereign AI Architecture

Your AI runs on your infrastructure – on-premises, in your own cloud account, or in a dedicated environment you control. Your data never leaves your environment. No third-party access. No shared infrastructure. Full auditability.

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Proven at Enterprise Scale

ECG has supported large enterprise deployments at organizations like AT&T Mobility and Verizon, where engineering decisions affect millions of users. We bring that discipline to every engagement, even the ones that start small.

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Built to Go to Production

A lot of AI work stops at the prototype. ECG takes you from early-stage proof-of-concept to production-ready, maintainable applications – with real architecture, real security, and real documentation. We've done this with our own products, and we'll do it with yours.
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From Prototype to Production Support

ECG doesn't just build and walk away. We equip your team to successfully use new AI tools through hands-on training, workshops, and remote support, so you get the business outcomes you expect and your team moves forward together.
AI Promises Are Easy. Delivering Results in Regulated Environments Is Hard.

The Problems We Solve

Public AI tools create compliance exposure. Cloud AI platforms lock you into vendor dependencies. And most AI projects never make it past the prototype stage. ECG solves the problems that keep AI from working in real business environments.

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Data Privacy and Compliance Risk

Public AI tools process data on shared infrastructure, creating legal exposure for businesses handling sensitive or regulated information. You need AI that keeps data in your control.
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Prototypes That Never Ship

Many AI projects stop at the demo stage – scripts that work in notebooks but can't handle production workloads. You need solutions engineered for real-world deployment.

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Vendor Lock-In and Dependency

Cloud AI platforms keep your data on their servers, subject to their policies, their uptime, and their pricing decisions. You need AI infrastructure you own and control.
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Offshore Development Gaps

Communication breakdowns, regulatory misunderstandings, and time zone delays slow projects and increase risk. You need a US-based team that understands your environment.
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Generic Tools for Specific Needs

Off-the-shelf AI doesn't understand your industry's terminology, workflows, or compliance requirements. You need custom solutions built for your specific use case.
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Staff Unable to Adopt New Tools

Technology only delivers value when your team can use it effectively. You need training and support that equips your workforce to get results from AI investments.

OUR CLIENTS

Trusted by Industry Leaders

Join other organizations that enjoy expert engineering support with ECG.

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WHY CHOOSE ECG

Two Decades of Engineering Expertise Applied to Modern AI

ECG isn't a startup experimenting with AI – we're an established engineering firm that's been building carrier-grade systems for over 20 years.

Our team has delivered mission-critical technology projects for AT&T Mobility, Verizon, the US Department of Justice, state government agencies, and healthcare organizations. We understand what it means to build systems that have to work – at scale, under regulatory scrutiny, and in environments where failure creates real liability.

When you work with ECG, you're working with engineers who've solved hard problems in regulated industries and who know the difference between a demo and a deployable system.

Success Stories From Our Clients

ECG is definitely the right team for our network!

Nicole Rodriguez

AVP Switching and Wireless Data Engineering | AT&T Mobility

ECG's broad scope of clients means they know what's happening before we do. We stay competitive with ECG as our guide.

Mark Hayes

VP of Voice Engineering | Momentum Telecom

ECG has really cool technology!

Jeff Pulver

Voice over IP Pioneer

ECG delivers exceptional quality and service via their software products and consulting services. Speaking as someone with direct large scale enterprise delivery with their team, my personal experience has been universally positive.

Joe Pfiefer

Assistant Director | U.S. Department of Justice

I'm happy to say I've partnered with ECG at a number of service providers. You guys have been an outstanding engineering and operations partner for my teams.

Tom Faherty

VP | Databank

ECG is a reliable partner.

Edwin Martirosyan

COO | BluIP

GET STARTED WITH ECG TODAY

Book Your 30-Minute Connect Call

Get in touch with ECG for products and services that support your crucial voice infrastructure needs. 

Experience the ECG Advantage

Whether you’re a service provider, enterprise, or government agency, your voice infrastructure is in good hands with ECG.

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Proven Expertise

Our team has decades of proven experience building and supporting voice networks.

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Powerful Partnerships

Our strategic alliances are designed to help deliver customer-centric, total solutions to our clients.

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Elevated Network Design

We draw from experience with dozens of service providers to create straightforward, manageable designs.

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Comprehensive Support

Our team will assist in your technical projects, support your goals, automate processes, and train your team.

How We Help

Our AI Capabilities

ECG delivers custom AI solutions that solve real business problems – from private infrastructure and production applications to workforce training and custom machine learning systems.

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Private AI Infrastructure & Applications

We design and deploy AI environments that run on your infrastructure, then build the applications that put them to work.

  • Design and deploy private AI environments using open-weights language models (Llama, DeepSeek, Mistral), vector databases for retrieval-augmented generation (RAG), and secure pipelines connecting AI to your existing systems
  • Build web and mobile interfaces integrated into your existing tools, accessible to your team, and designed for real workflows rather than demos
  • Engineer prototypes into production-ready systems: stable, secure, documented, and deployable with real architecture and real security
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Custom Models & Machine Learning Systems

Not every problem needs a large general-purpose mode – purpose-built solutions are often faster, cheaper, and more accurate.

  • Develop custom small language models and machine learning systems for pattern recognition, document classification, anomaly detection, and audio analysis
  • Train and fine-tune models on your proprietary data to deliver accuracy that generic AI tools cannot match
  • Build systems that remain fully private, processing sensitive data without ever touching third-party infrastructure
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Workforce Training & Knowledge Management

Technology only delivers value when your team can use it effectively, and your organization's expertise is accessible.

  • Equip your workforce through hands-on training, workshops, and remote support so your team successfully uses new AI tools and the business gets expected outcomes
  • Build AI systems that help organizations generate, organize, update, and deliver training materials and internal knowledge bases
  • Create systems that answer employee questions in natural language and automatically update documentation when processes change
Frequently Asked Questions

Common Questions About Private AI Development

Get answers to the most common questions about building custom AI solutions, data privacy, deployment options, and what to expect when working with ECG.

Public AI tools like ChatGPT and Gemini process your data on shared infrastructure, creating compliance exposure for sensitive business information.

Cloud AI platforms offer dedicated tenants with better controls, but your data still lives on their servers and is subject to their policies and pricing. Private AI runs on your infrastructure – on-premises or in your own cloud account – so your data never leaves your environment.

ECG builds private AI solutions where data sovereignty and regulatory compliance are required.

Yes. Many organizations have started AI experiments – scripts that work in notebooks, chatbots that partially function, or workflows that need to scale.

ECG takes those prototypes and engineers them into production-ready systems with proper architecture, security, documentation, and deployment processes. We've done this with our own products like Wingman, and we do it for clients across regulated industries.

ECG has deep experience in telecom, with decades of carrier-grade network engineering for:

  • Providers like AT&T Mobility and Verizon

  • Healthcare

  • Legal and accounting

  • Financial services

  • Federal and state public sector 

We understand the regulatory constraints and compliance needs that commercial AI vendors routinely ignore.

Our engagement process starts with a 30-minute connect call to understand your business and outcomes, followed by leadership alignment and workforce training. We then audit your systems and define the opportunity before our US-based engineering team designs, develops, and tests your solution.

Timeline depends on complexity, but we focus on getting solutions into production – not just building demos. Ongoing support, monitoring, and iteration continue as your needs evolve.

Not every problem needs a large general-purpose language model. For many business applications – pattern recognition, document classification, anomaly detection, audio analysis – a purpose-built small language model or machine learning system is faster, cheaper, more accurate, and easier to keep private.

ECG evaluates your specific use case and recommends the right approach, whether that's a custom small model, an open-weights LLM with RAG on your data, or a hybrid solution.

Ready to Experience the ECG Difference?

Get in touch for products that support your crucial voice infrastructure needs.