Pecan AI | Predictive Analytics Software - How it works
Pecan AI Predictive Co-Pilot

Empowering Analysts with AI

At Pecan, creating useful predictions from your data is simple. You define what you want to predict, and our platform handles everything else in five easy steps.
01
Easily connect your real-world messy data
02
Talk to our Copilot to define your use case and explore your data
03
Let Pecan handle the heavy lifting of model building.
04
Get explainable predictions
05
Schedule and act on your predictions for real-world impact
How it works
Pecan makes building and deploying predictive models easy for everyone - even if you’re not a data scientist. Here’s how you go from raw data to useful predictions in five simple stages:
01
CONNECTORS
02
DATA MODELING
03
MODEL EVALUATION
04
NO-CODE DEPLOYMENT
05
ASK AND PREDICT

Connect to Your Existing Data

Plug into what you already have - no setup headaches

Pecan connects instantly to your data warehouse, CRM, or any database with built-in connectors. Our automated ETL process handles all the technical integration work, so your data flows seamlessly into Pecan with zero manual effort.

Explore our integrations

Data Prep & Cleanup Made Easy

Transform your data into insights in minutes using generated SQL

Pecan’s LLM co-pilot generates SQL notebooks that automatically transform your raw data into perfect model training sets using familiar SQL, turning the biggest project bottleneck into a quick win.

AI creates smart features while keeping you safe

Pecan automatically engineers powerful features from your data and applies robust data science guardrails. These safeguards prevent modeling errors, ensure data quality, and maintain model reliability. You are always in the driver seat, without needing to understand the complex technical details.

See model performance in plain business terms

Understand your model's accuracy - no PhD required

Pecan automatically evaluates your model using business-focused metrics and explains performance in natural language. You’ll see exactly how accurate your predictions are in terms that make sense for your specific use case.

Schedule, run, and deliver predictions automatically

Set it once, predictions flow forever.

Pecan makes it easy to deploy your model and generate predictions on new data according to your schedule. Fresh predictions flow directly back to your CRM, data warehouse, or any system to trigger automated actions or update your existing dashboards.

Turn Predictions Into Result-Driving Recommendations

Pecan doesn’t just show you what’s coming - it tells you exactly what to do about it.

Ask Pecan questions about your predictions in natural language, like “Show me churn trends by region” or “Which campaigns drive the highest conversion rates?”. Our AI instantly generates insights and visualizations, so any business user can explore patterns and validate results without waiting for technical support.