Data and feasibility review
An assessment of available data, quality constraints and the suitability of the proposed use case.
ASOWAN SERVICES
Data Science & AI Solutions
Find where data and AI can make a practical difference. We begin with the decision or workflow you want to improve, then assess whether analytics, automation or machine learning is an appropriate fit.
Discuss your projectWhen this service is a good fit
- Turn scattered business data into useful analysis.
- Evaluate an AI feature before committing to a full rollout.
- Reduce repetitive work with automation and appropriate human oversight.
What we can deliver
Analysis or proof of concept
An analytical workflow or prototype evaluated against agreed business and technical criteria.
Integration plan
A path toward product integration, including evaluation, monitoring and human review requirements where needed.
Final scope and deliverables are agreed after discovery and before work begins.
How we work together
Define success
Identify the business problem, a baseline and measurable evaluation criteria.
Assess the data
Review data availability, quality, access and handling requirements.
Prototype and evaluate
Test a focused approach and examine errors, limitations and operational costs.
Plan deployment
Use the evidence to decide whether to integrate, iterate or stop the experiment.
Common questions
Do we need a large dataset to start?
The requirements depend on the use case. We first assess your data and whether existing models, simpler analytics or workflow automation could meet the need.
Can you guarantee model accuracy?
No fixed accuracy is promised before evaluation. We agree suitable metrics, test against representative examples and document limitations before deciding on deployment.
Let’s talk about your project
Share your goals, current situation and constraints so we can identify a useful next step.
Discuss your project