Pilot pricing

Fixed-price phases. No open-ended hourly billing. Every tier ends with a QP-reviewable deliverable, not a recurring subscription.

Phase 0a — Validation study
Channel-partner referred • single site • one physics stack

USD 15,000 – 25,000

2–3 weeks

  • Bounded 2D Tikhonov + joint inversion on 1–3 profiles of client data
  • QC report on data quality + forward-model recovery on a synthetic twin
  • Plain-language interpretation drafted by the Interpreter agent, Principal-Geophysicist co-signed
  • PDF deliverable + high-resolution PNG cross-sections + CSV posterior samples

50% on LOI signature · 50% on delivery.

Phase 0b — Limestone & karst reconnaissance
Dual-commodity concessions (coal + limestone, VMS + host, etc.)

+ USD 15,000 – 25,000 add-on

2–3 weeks

  • 4-layer joint inversion separating coal, fresh limestone, karst, host shale
  • Per-voxel karst-risk score with dewatering Capex sensitivity
  • ERT-ready data scaffold (if the client supplies 2D resistivity lines)
  • Drill-target ranking with composite dual-commodity NPV weighting

Booked as a separate line item on the same LOI.

Phase 1 — Operator-scale engagement
Direct operator (Maaden-class) or channel-partner upgrade

USD 40,000 – 75,000

12-week programme

  • 4–8 profiles, 6–12 MCMC locations with 3-chain R̂ + ESS calibration
  • Full joint gravity + magnetics + MT + IP + TDEM stack where data exists
  • Cross-gradient coupling between any two paired physics
  • QP-countersigned Annex B report + 90-day read-only dashboard
  • On-prem Kingdom deployment available for sovereign-data workloads

50/50 payment split · pricing band is indicative; scope drives the final figure.

What you always get
  • Under-NDA delivery with a mutual confidentiality agreement
  • Posterior mean + 95% credible intervals, never a point estimate
  • Honest convergence diagnostics — R̂ and ESS gates published on every run
  • Source data and processing scripts auditable under NDA during the engagement
What we explicitly do NOT do
  • No vendor lock-in. Outputs export cleanly to Leapfrog, GOCAD, Oasis Montaj.
  • No claims beyond what the data supports — unconverged runs fail the UQ gate visibly.
  • No free pilots on proprietary client data. The NDA + LOI protect both sides.
Data privacyunder NDA

Tolun AI operates under a mutual NDA before any proprietary client data is shared. For sovereign-data jurisdictions (Kingdom of Saudi Arabia, Indonesia, Australia) we offer on-prem deployment inside the customer SOC — data never leaves the jurisdiction.

Incorporation: Tolun AI is incorporating as a Singapore Pte Ltd (Q2 2026) with a Dubai DIFC subsidiary planned for phase 2. Contract paper is routed through the Singapore entity.