Retention, pricing, monetization, progression, product configuration, and decision tooling.
Clear decisions from complex product data.
Your team has data, but no shared model for the decision that cannot wait.
Before a launch or major change, partial analysis becomes expensive very quickly.
Dashboards, configuration, and stakeholder assumptions tell different stories.
A retention, pricing, or system concern is visible—but its likely impact is not.
The team needs a defensible recommendation, not another open-ended analysis.
The model and logic need to stay useful after the initial question is resolved.
Fractional Product Systems & Analytics Partner
Ongoing analytical support for complex product decisions.
For teams that need senior analysis and system thinking, but not another full-time hire. I work inside the product cadence: diagnose the issue, build the model, prioritize the response, and leave the team with usable tools.
Discuss a fractional partnershipWeekly working sessions, focused analysis, written recommendations, and stakeholder-ready outputs.
A clearer decision, a traceable model, prioritized actions, and tools the team can keep using.
Two ways into the work.
Choose the specialist route that best matches the decision in front of your team.
Game economy consulting
Economy audits, progression balancing, monetization analysis, LiveOps, and implementation-ready models.
Explore service ↗ 02Product analytics consulting
Retention, pricing, user behavior, configuration risk, and decision tooling for complex digital products.
Explore service ↗Start at the level the problem requires.
Typical investment ranges in USD. Final scope and pricing are agreed after an initial conversation.
A fast, evidence-led review of one urgent product or system question.
- 5 business days
- Risk map and recommendation
- Decision-ready readout
Deeper analysis, modeling, and a practical plan for a system that needs to change.
- 2–4 weeks
- Model and scenario analysis
- Implementation priorities
Embedded analytical support across ongoing product and system decisions.
- Scope matched to cadence and involvement
- Ongoing analysis and decision support
- 3-month initial term
Analysis that changed what the team did next.
Anonymized evidence shows the method and scale without exposing confidential product data.
Diagnose
Align the question, source data, constraints, and decision deadline.
Model
Connect the evidence and test the most important scenarios.
Prioritize
Separate urgent risk from useful—but non-critical—improvement.
Hand off
Document the logic and leave reusable tools with the team.
Free working resource
Product Systems Health Check
Review 25 common risks across data, user journeys, pricing, system integrity, and decision readiness before a launch or major change.
Run the health checkProduct analysis grounded in how systems actually behave.
I’m Kristiyan, a data analyst and economy designer with deep experience in live digital products. I work across configuration data, user metrics, competitive benchmarks, and simulation models.
Games are where I built much of this experience. The same analytical approach applies to product teams dealing with complex pricing, retention, incentives, and configurable systems.
View CVDo you only work with game teams?
No. Games are my deepest domain, but the work is relevant to digital products with complex user behavior, pricing, retention, incentives, or configuration.
What do you need from a team?
A clear decision owner, access to the relevant data or configuration, and enough stakeholder time to establish the real question and constraints.
Can we begin with a small engagement?
Yes. The Decision Diagnostic is designed to test the working relationship while resolving one specific, urgent question.
How is confidential work shown here?
Case-study visuals are anonymized reconstructions. They communicate structure, method, and verified scale without reproducing confidential interfaces or raw client data.
Bring the decision that currently feels least clear.
A short qualification form helps me understand the product, available evidence, deadline, and level of support you need.
Start with a diagnostic