Fresh Kiwi · AI consultancy
How we make the difference between before and after visible.
Fresh Kiwi is a young firm, and we don’t publish client cases we don’t have yet. The three examples below are built from situations we encounter in practice. They are not client references. They show the questions we ask, how we establish a baseline, and what we measure afterwards to tell whether something worked. The first client results we’re given permission to share will appear here.
Overview
Example 01 · B2B services · 80 employees
| Item | Example |
|---|---|
| Problem | Weekly reporting takes 8 hours |
| Baseline | 8 hrs/week, measured across four weeks |
| Capability | Automated Reporting |
| Expected after implementation | 30 min/week |
| Indicative value | ~€32k/year at a fully loaded hourly rate |
| How we would verify it | Time records before and after, plus a sample check on report quality |
Overview
Example 02 · Industrial supplier · 120 employees
| Item | Example |
|---|---|
| Problem | Tender requirements extracted manually from 150+ pages |
| Baseline | 2–3 workdays per tender |
| Capability | Tender Analyzer |
| Expected after implementation | Initial analysis in minutes, then human review |
| Indicative value | Faster bid/no-bid decisions and fewer missed requirements |
| How we would verify it | Turnaround per tender, and how many requirements the review still catches |
Overview
Example 03 · Professional services · 45 employees
| Item | Example |
|---|---|
| Problem | Consultants spend significant time on account preparation |
| Baseline | 60–90 min per meeting |
| Capability | Account Research |
| Expected after implementation | Structured briefing with ~10 min review time |
| Indicative value | More client time and more consistent preparation |
| How we would verify it | Preparation time per meeting, and the consultants’ own assessment |
Perspective
What will appear here
Before every pilot we agree what has to improve and how it will be measured. A pilot is allowed to fail; stop is a valid outcome. What you’ll find on this page in time is the measured result of that process, including what fell short.
Next step