Pilots & pricing

No fixed list price — every engagement is scoped to your project. Book a demo or pilot and we'll walk you through a transparent, per-project quote (compute, analysis and reporting, line-itemed). No open-ended hourly billing, no recurring subscription; each phase ends with a Competent-Person-reviewable deliverable.

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

Scoped per project

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

50/50 payment split — half on LOI signature, half on delivery.

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

Scoped per project

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 (major-producer-class) or channel-partner upgrade

Scoped per project

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
  • Customer-perimeter deployment by separate written agreement

Scope drives the final figure — every engagement is quoted per project.

Planning & Design

Design the program before you spend on acquisition — a service family in its own right. Like every engagement above, it is scoped per project — no list price.

  • Geophysical survey designWhere to put the stations, decided before a crew is mobilised. The engine scores candidate station layouts by the information they add over your target depth range — optimal experimental design on gravity sensitivity kernels — so every station earns its place.
  • Acquisition geometry & method guidanceLine spacing, station density and array type sized to your target depth and expected physical contrast, across gravity, magnetics, IP, EM and MT — recommended by the Survey Designer agent, with the reasoning shown.
  • Work-program designThe survey plan written up as a sequenced work program — objectives, method order, and what each phase must show before the next is committed — delivered as a Competent-Person-reviewable document.
Book a pilot
Tell us what you're working on and we'll come back with a scoped, per-project quote.
Prefer email? founders@tolun.ai
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. Managed service compute runs on Tolun AI infrastructure; we make no data-residency representation for it. A deployment inside a customer's own perimeter is available by separate written agreement — ask us.

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.