AI Adoption · Data Analytics · AI Automation
Most AI rollouts fail, not because of the technology, but because of the people, processes, and readiness behind it. We help businesses close that gap.
What we do
We guide organizations through the full AI adoption lifecycle, from readiness assessment and strategy design to building AI-literate leaders and measuring real business impact. Using Prosci ADKAR and Kotter frameworks, we address the human barriers that derail most AI rollouts before they start.
We build dashboards and analytics solutions that turn raw business data into clear, actionable insights. From Microsoft Fabric Lakehouse pipelines to interactive Power BI reports with DAX measures, we deliver the data infrastructure and visualization layer your teams actually use.
We design and deploy custom AI agents and automation workflows that reduce manual work and help businesses operate more efficiently, across website, WhatsApp, SMS, email, and voice channels. Built with Python, LangGraph, and Claude. Production-ready, not demos.
Free assessment
Answer 5 quick questions and get your AI Readiness score in under 2 minutes. Opens in a new tab, this page stays open.
Get your score across the 5 stages of AI adoption, plus exactly where to focus first.
Take the ScorecardPaid diagnostic
A focused, paid diagnostic of where AI can save you time, clean up your data, and grow revenue — with a findings report and a working session to walk through it. Built for hands-on, growing businesses, skip the scorecard if you're ready to go straight to the work.
A findings report scored across Time, Data, and Revenue, plus a working session to prioritize what to fix first.
Get the AI AuditHow it works
Start with the free AI Readiness Scorecard, or go straight to a paid AI Audit if you already know you need to act. Either way, we start from where you actually are.
We assess your current readiness: processes, data quality, team capabilities, and governance. From there we design a clear, prioritized roadmap scoped to your budget and timeline.
Whether it's an adoption strategy, a dashboard, or a deployed AI agent, we deliver working solutions and track the business outcomes that matter, not just the activity metrics.
Our methodology
Built on Prosci ADKAR and Kotter's change management research, adapted specifically for how mid-market businesses actually operate.
Assess culture, leadership alignment, current AI usage, skill gaps, and existing data access and security posture.
Define the adoption sequence, quick wins, and governance structure.
Identify champions and train managers to lead the change, not resist it.
Select the right tool for the job, off-the-shelf where it fits, custom-built where it doesn't, configured with only the data access it actually needs.
Track KPIs, course-correct, and build a lasting internal AI culture.
Recent work
Production AI agent handling end-to-end lead qualification and dynamic pricing for home service businesses. Live on vanguardhaul.ca with RAG pipeline, MCP server, and 20/20 eval suite.
End-to-end analytics pipeline on Microsoft Fabric, PySpark ETL, Delta tables, SQL across 3 related tables, and Power BI dashboard covering 2,000 policies and 1,009 claims.
Interactive Power BI dashboard analyzing 18,240 rows of global FMCG sales data across 3 years, multiple regions and product categories, with DAX measures and AI visuals.
About

AI Adoption Consultant & Certified Data Analyst · Toronto, Canada
I help organizations adopt AI that actually works and make better decisions with their data. My background spans data analysis and business intelligence across multiple industries, giving me the domain knowledge to bridge the technical and human sides of AI adoption, wherever your business operates.
I've built and deployed production AI systems, which means I understand not just how to advise on AI adoption, but how the technology actually behaves in the real world. That combination of consulting perspective and hands-on implementation is rare, and it's what I bring to every engagement.
Let's talk
Take the free Scorecard, get the paid AI Audit, or send a message below.