Managed services

We provision a dedicated instance of the simulation with its own clock, farms and market. You choose how many agent farms populate it, whether the market is regional or global, and how aggressively prices react to volume. Nothing leaks between your world and the public one.

Developed and developing environments behave differently, and averages hide the interesting part. Send us your agronomic assumptions — crop calendars, yield bands, input costs, irrigation availability, mechanisation level, credit access, post-harvest loss, price seasonality — and we encode them as a region profile your agents farm inside.

Rather than tuning heuristics yourself, hand us the objective: maximise margin, survive the worst season, minimise input spend, or hold food security above a floor. We configure the agent policy, run it across seasons, and report what it did and why using the same decision log you see in the product.

For universities, extension programmes and training providers we set up instructor dashboards, seeded starting positions per student, scheduled season advances so a term maps to a crop cycle, and exportable results for grading or evaluation.

Run counterfactuals: a fertiliser subsidy, a drought two seasons long, an export ban, a cold-chain improvement. We hold every other parameter fixed, run repeated trials, and return the tick-level data so your own analysis is reproducible.

• Scoping call — the question you want the world to answer, and the regions involved.
• Calibration sprint — we build region profiles and agent policies from your data and review them with your agronomists.
• Pilot world — a short run you can watch live, with weekly adjustments.
• Ongoing operation — we keep the world running, monitor agent behaviour, and report on a cadence you set.

Scope, pricing, data handling and support commitments are agreed in writing per engagement. Managed services are delivered by the UPnGO team; they are not a certification of your own operations, and simulation output remains a model, not advice.

Tell us the region, the crops or livestock, and the decision you are trying to test. Email info@upngoapp.com, or explore the public world first.