We built a hybrid validation engine. AI does the speed creating synthetic customer personas, interviews, stress-tests, market logic, competitor mapping. This will take hours, not weeks.
Humans do the grounding with real stakeholder interviews across Switzerland and Germany and with practical feasibility, industry reality, pilot access.
The Process (4-8 weeks)
1. Scoping (2 days)
Hypotheses, segments, experiments, success metrics.
2. Synthetic Validation (3–5 days)
Personas, interviews, stress-tests, market modelling.
3. Real-world Discovery (1–2 weeks)
Interviews with farmers, processors, retailers, distributors.
4. Rapid Experiments (optional, 1–2 weeks)
Landing page, prototype tests, willingness-to-pay.
5. Pilot Scouting (parallel)
Warm intros to CH/DE industry partners.
6. Decision + Roadmap (final week)
Consolidated evidence, decision, next steps.
The Process (4-8 weeks)
1. Scoping (2 days)
Hypotheses, segments, experiments, success metrics.
2. Synthetic Validation (3–5 days)
Personas, interviews, stress-tests, market modelling.
3. Real-world Discovery (1–2 weeks)
Interviews with farmers, processors, retailers, distributors.
4. Rapid Experiments (optional, 1–2 weeks)
Landing page, prototype tests, willingness-to-pay.
5. Pilot Scouting (parallel)
Warm intros to CH/DE industry partners.
6. Decision + Roadmap (final week)
Consolidated evidence, decision, next steps.
ROI - Return on insight
Kill weak ideas early.
Save hundreds of thousands in sunk R&D or product development costs.
Accelerate decisions.
Weeks of insight in days, supporting faster go/pivot/kill decisions.
Derisk investments.
Evidence-based validation reduces uncertainty for founders, corporates, and investors.
Better pilot matches.
Access to real farmers, processors, retailers across CH+DE speeds up market entry.
Higher success probability.
You invest in ideas customers actually want — not ideas teams are attached to.
ROI - Return on insight
Kill weak ideas early.
Save hundreds of thousands in sunk R&D or product development costs.
Accelerate decisions.
Weeks of insight in days, supporting faster go/pivot/kill decisions.
Derisk investments.
Evidence-based validation reduces uncertainty for founders, corporates, and investors.
Better pilot matches.
Access to real farmers, processors, retailers across CH+DE speeds up market entry.
Higher success probability.
You invest in ideas customers actually want — not ideas teams are attached to.