Montreal-based analytics & automation consultancy

Turn manual work into decisions and growth — at any scale

From enterprise analytics to first-time AI adoption, we find the repetitive work slowing you down and automate it.

Enterprise Analytics & BI → Local Business Automation & AI →
Start a conversation
Revenue vs. Forecast
$4.2M↑ 12.4%
Power BI Tableau Python
Churn Risk Score
Low
ML model · updated daily
For enterprise teams

BI & Analytics,
end-to-end

From raw data to boardroom-ready insights — we handle every layer of your analytics stack.

Trusted by teams at
📊
Dashboard Design & BI

Power BI, Tableau, and Looker solutions that give decision-makers the clarity they need, instantly.

🔮
Predictive Analytics

Forecast demand, detect anomalies, and model scenarios before they become surprises.

⚡
Automation & Acceleration

Free your team from repetitive reporting — we build pipelines that run while you sleep.

🧭
Analytics Advisory

Not sure where to start? We map your analytics maturity and build a practical roadmap.

💬
Text Mining & NLP

Extract signal from surveys, reviews, and documents — turn unstructured text into insights.

🎓
Training & Enablement

Build internal capability — we upskill your teams so they can own analytics long-term.

For growing businesses

AI and automation
for local business

Big-company tools, right-sized for your business — social media systems, workflow automation, and AI-assisted admin that free up your time to grow.

📱
Social & Content Systems

Branded post templates and repeatable production pipelines so your content stays consistent without eating your week.

⚙️
Workflow Automation

The manual steps you repeat every week — reports, imports, follow-ups — turned into pipelines that run on their own.

🤖
AI-Assisted Admin

Practical AI for the day-to-day — drafting, sorting, summarizing — sized for a small team, not an enterprise IT budget.

Start with a free audit →
instagram.com / before-after
Before and after photo of an electrical panel upgrade
Before & After · This Week
Panel Upgrade, Done Right
6 hrs
saved per week on content
100%
on-brand, every post
New product by KI Data Science

Meet Signaux — market intelligence for Quebec real estate

A live analytics platform designed for real estate professionals — combining Centris data, AI-generated insights, city-by-city analysis, and branded market reports into one elegant experience.

AI insights Centris data Branded PDFs Market dashboards
Explore Signaux ↗
signauxqc.com / dashboard
Signaux
West Island Market Statistics
Q1 2026
+30%
Lachine West price surge
+106%
Days on market spike
1.8mo
Absorption rate
AI
Auto-generated analysis
“Pierrefonds inventory tightening for a third consecutive quarter — this pattern may signal upcoming price momentum.”
Buyer opportunity
From the blog

Fresh from Medium

All articles on Medium →

Practical takes on Power BI, analytics strategy, and making data work in the real world.

Power BI · AI
What If Your Power BI Dashboard Was an AI Agent?
5 min read↗
Power BI · Design
10 Ways to Instantly Improve Your Power BI Charts
8 min read↗
Power BI · Python
My Favorite Way to Forecast in Power BI
6 min read↗
Power BI · HTML/CSS
Elevating Power BI Reports with HTML & CSS: Joining Forces
12 min read↗
Power BI · Dashboard
Next-Level Dashboard Design With Power BI's New Card Visual
10 min read↗
Power BI · UX
Designing for Impact: 6 Ideas to Enhance UX & Accessibility
14 min read↗
Browse the full archive at medium.com/@isabittar
Who we are

Analytics with a human edge

KI is a Montreal-based business intelligence consultancy. We combine deep technical expertise with a practical, ROI-first mindset — delivering analytics solutions that create real value, fast.

Founded by Isabelle Bittar, a BI practitioner with 8K+ Medium followers and years of hands-on experience in financial services, retail, and beyond.

Same skill, two scales — finding the manual, repetitive work and automating it, whether that's a boardroom report or a weekly social post.

8K+
Medium followers
50+
Projects delivered
10+
Years experience
QC
Montreal-based
Isabelle Bittar, Founder of KI Data Science

"Our mission is to guide organizations in elevating their analytics capabilities to maximize their contribution to economic and social well-being."

— Isabelle Bittar, Founder

Get in touch

Let's talk about your data

Ready to unlock your analytics potential? Drop us a line and we'll get back to you within one business day — no jargon, no pressure.

info@ki-datascience.com →
or use the form
✓ Response within 1 business day
✓ Free initial consultation
✓ Based in Montreal, serving clients globally
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