AI Consulting

What We Do

We partner with businesses to design, build, and operationalize AI solutions that create real, measurable impact. From strategy through implementation to long-term optimization, we're with you at every step — and we speak both the technical and business language fluently.

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Services

AI Strategy & Roadmap

Before building anything, you need to know where AI can genuinely move the needle for your business. We work with your leadership team to identify high-impact use cases, assess your data readiness, and build a prioritized AI roadmap that's grounded in your actual goals — not the hype cycle.

Technical Implementation

We design and build AI solutions end to end — including AI agents, machine learning models, RAG (retrieval-augmented generation) pipelines, and integrations with your existing stack. At Upton, we built AI systems that reduced meeting scheduling time by over 4 hours and saved users more than 1.2 hours per day in context-switching. We know what it takes to go from prototype to production.

Our technical toolkit includes:

• AI/ML frameworks (Python, TensorFlow, PyTorch)
• Large language model integration and fine-tuning
• RAG pipeline architecture
• API integrations across CRMs, calendars, email, and project management tools
• AI vision models for image analysis and content scoring

AI for Marketing & Content

We have deep experience applying AI to marketing workflows — from Cortex's AI vision platform that identified which image elements drove social engagement and reduced CPA, to building recommendation engines that deliver nuanced, accurate insights using LLMs and computer vision. If AI can improve how your team creates, targets, or measures marketing, we can help you build it.

Change Management & Team Training

The best AI system fails if your team doesn't trust or use it. We manage the human side of AI adoption — training staff, building internal documentation, addressing concerns, and helping organizations shift their culture to work effectively alongside AI tools. Adoption isn't an afterthought in our engagements; it's a core deliverable.

AI Governance & Responsible Deployment

Moving fast with AI comes with real risks — privacy, bias, compliance, and security. We help you establish governance frameworks that keep your AI deployment ethical, auditable, and aligned with relevant regulations. You get the speed of innovation without the exposure of unchecked implementation.

Continuous Improvement & Optimization

AI systems degrade without attention. We establish monitoring frameworks, feedback loops, and optimization cycles that keep your models performing over time — protecting your investment and compounding your ROI.

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Who We Work With

We work best with:

• Mid-market and growth-stage companies ready to move beyond AI experimentation into production
• Marketing and sales teams looking to automate workflows and improve performance with AI
• Founders and operators who want a trusted technical partner, not just a vendor

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Why Work With Us

We're builders, not just advisors. We've shipped AI-powered products — scheduling agents, recommendation engines, vision models, predictive sales tools — across industries and company stages. That means when we recommend an approach, it's grounded in what actually works in production, not what looks good in a slide deck.

We also know how to translate technical complexity for non-technical stakeholders. AI initiatives stall when leadership can't see the value or the path forward. We bridge that gap.

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A Few Results Worth Mentioning

• Built AI scheduling agents that saved users 4+ hours per meeting cycle and 1.2 hours/day in productivity
• Improved a computer vision recommendation engine using LLMs and AI vision models, delivering more accurate and actionable insights for marketing teams
• Developed predictive sales tools using ML and data analytics that measurably improved sales rep performance
• Built and integrated AI systems across email, calendar, CRM, and project management platforms