Kunnworks
AI

From developing a model to operating it as a service.

Develop models for tasks such as demand forecasting, anomaly detection, and document extraction, with workflows for deployment, evaluation, monitoring, and improvement. Existing models and operations-only engagements can also be assessed.

01SCOPE OF WORK

A scope made
clear.

01

Demand, inventory, and operational forecasting with anomaly alerts

02

Document classification, OCR and field extraction, with human review

03

Image-data preparation, feasibility assessment, and inspection assistance

04

Data and model versioning, training and delivery workflows, registry, quality and drift monitoring, approvals, and rollback

05

Prompt, retrieval, and evaluation versions with grounding, latency, cost, and failure monitoring

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