Kunnworks
AI

Turn customer data into better-informed actions.

Support marketing and sales with recommendations, customer segmentation, churn prediction, and campaign analysis. Plan not only the model, but also how its outputs will be used in your CRM, campaigns, and customer experience.

01SCOPE OF WORK

A scope made
clear.

01

User and item features, recommendation APIs, and engagement measurement

02

Risk scoring, segment-specific follow-up, and validation results

03

Prioritization using authorized interaction and transaction data

04

Performance analysis, message drafts, and reviewed activation

05

CRM, purchase, and behavioral data preparation with reporting

Deliverables, integration responsibilities, timing, and operational support are agreed for each project. Third-party service fees and licenses are reviewed separately.
We define data access, evaluation criteria, and tasks that require human approval or review.
02HOW WE WORK
01

Discover

Understand your goals, workflows, and operating environment.

02

Define

Define features, priorities, and integration requirements.

03

Build

Build the agreed scope and review progress together.

04

Launch & Operate

Prepare testing, deployment, and operational handover.

YOUR NEXT CHAPTER

Let’s build the ground
for what comes next.

You don’t need a finished specification.
Start with the problem you want to solve.

Discuss your projectRequest a website quote