Unlock the Power of AI With Expert
Strategy and Execution
From early exploration to productized solutions, our team helps you explore, validate, and scale impactful
AI initiatives that align with your product and business strategy.
Low Code Automation + Agentic Workflows
Start small and move fast. We build lightweight AI agents and automation solutions that streamline key business functions with minimal dev lift.
- AI opportunity mapping and prioritization
- Embedded agent workflows across key business functions
- Integrations with business systems (e.g., HubSpot, Salesforce, Zendesk) for AI-assisted decision making
- Task automation and decision support
- AI strategy and roadmap definition
Ideal for teams looking to take a first-class approach to AI using off-the-shelf tools and intelligent agents without proprietary software.
Custom Agents + Applied AI
Go beyond plug-and-play. We design and implement modular AI workflows tailored to your business – blending strategy, development, and domain expertise.
- Domain-specific workflows built by operators
- Custom business logic for enhanced workflow automation
- Internal tools augmented with AI-driven insights
- Cross-functional process optimization
- Integration with your existing infrastructure and software
Perfect for teams seeking to augment operations and embed proprietary AI to accelerate growth.
Custom AI Development
Build for scale. We develop advanced, production-grade AI systems that are core to your product or platform, and designed to differentiate your business.
- LLM/SLM evaluation, tuning, and deployment
- ML models for prediction, classification, and clustering
- RAG systems and domain-specific knowledge bases
- Multi-agent systems with complex orchestration
- Secure, scalable infrastructure
Best for companies where off-the-shelf approaches aren’t enough, or where proprietary data sets unlock unique opportunities.
Why Choose York IE for AI Transformation?
We combine deep operational experience with modern AI capabilities to help you
drive outcomes, not just experiments.
Cross-Business Expertise
We’ll use our deep experience across R&D, GTM and G&A to guide AI implementations designed for your business.
Deep AI Skillsets
Every engagement is designed to align AI with your business and product strategy.
Data-First Approach
Based on your business data, messaging and more, we build a strategy custom to your business to ensure your data is structured, secure, and AI-ready before any models are built.
Full Stack Strategy + Execution Teams
Our cross-functional teams leverage our operator-first mindset and industry insights to develop the best ways to inject AI across your business.
Tech Stack Expertise
Whether you’re deploying lightweight agents or building custom AI products, we support the full spectrum of AI implementation, using the tools your team already relies on. Our work spans pre-built workflows, custom logic layers, and full AI infrastructure, integrating seamlessly into your tech stack.
- HubSpot, Salesforce, Stripe, LinkedIn, and Zendesk for operational and
GTM workflow automation - OpenAI, Claude, Gemini, and Hugging Face for LLM and GenAI-powered capabilities
- AWS, Azure, and Google Cloud for secure, scalable deployment and data infrastructure
- n8n and other orchestration platforms for low-code/no-code agentic workflows
Success in Action
See how we are working with generative AI leader Meibel.
“York IE is the kind of partner every early-stage company hopes for. They move fast, bring sharp strategic thinking, and actually execute. They’ve shown time and again how to turn shared vision into real outcomes. We’re excited to keep building alongside them.”
Kevin McGrath
CEO, Meibel
Frequently Asked Questions
Start by identifying a real, high-impact problem – one with a clear user pain point and measurable outcome. Then define the relevant datasets and build a narrow proof of concept to test your assumptions before scaling.
Focus on use cases that enhance existing workflows, like onboarding, support automation, or personalized content generation. These areas often deliver fast wins and measurable business outcomes without needing deep technical investment.
Pick the model that best fits your use case…not the trendiest one. Use simpler models or off-the-shelf APIs (like OpenAI or Claude) for common tasks, and consider tuning open-source models or building your own only when domain specificity, latency, or privacy requires it.
Ready to Bring AI to Life?
Let’s build something powerful together. York IE can help you turn your AI ideas into scalable, impactful solutions.
let’s talk
