Problem

Manual, repetitive workflows consume time and introduce inconsistency.

Solution

Automate tasks with reliable rules + AI where appropriate, with logging and human-in-the-loop checks.

Deliverables

• Workflow mapping
• Automation scripts/services
• Audit-friendly logs
• Operating documentation

Problem

You need better predictions or smarter prioritization, but the model must be maintainable.

Solution

Build a model pipeline with evaluation, monitoring hooks, and clean integration into your product/ops tools.

Deliverables

• Feature & label definition
• Model training + evaluation
• Inference integration
• Monitoring plan

Problem

KPIs are unclear, data is fragmented, and decision-making is slow.

Solution

Create a consistent metrics layer and dashboards tailored to your team’s workflow.

Deliverables

• KPI definitions
• Data transforms
• Dashboards/reporting views
• Data dictionary & assumptions