Deterministic engineering workflows

Everyday complex engineering —
made deterministically simple.

We pre-compute the hard engineering across the envelope and hand you the simple part: a lookup you can read in daily work — every number traceable to its standard, code, and data.

Use it for free → Custom work? Reach out
your caseyour answer

Simple at the point of use — a lookup, ready in daily work.

Rigorous underneath
Deterministic workflows · curated data · encoded standards · golden tests · input & result hashes.
Composition is model-assisted; execution is 100% deterministic — the model never produces an engineering number.

Each capability is powered by a public dataset we publish from our engineering and energy-data pipelines. Explore the real records, or use the workflow for free. New capabilities appear here automatically as we ship them.

World Energy

World Energy Field Explorer

Global offshore field drill-down — fields, wells, and country rollups built from BSEE and public regulatory filings.

10 Fields56 Wells84 Countries

Coverage is primarily US Gulf of Mexico deepwater (BSEE) plus selected international basins; not a complete global census. Published fields emphasize operational, geological, production, and provenance attributes. Economics are intentionally absent from this table while the upstream economics configuration is being republished and reviewed.

Digital Model

Digital Model Parametric Atlases

Standard-traceable parametric result grids — mooring fatigue (S-N), synthetic-rope fatigue (T-N), and riser code-check utilisation — from digitalmodel's validated reduced-order atlases.

312 Mooring Fatigue (DNV-RP-C203 S-N)120 Synthetic Rope Fatigue (DNV-OS-E301 T-N)2,700 Riser Code Check (API-RP-2RD)

Synthetic parametric sweeps generated from the cited standards (DNV-RP-C203, DNV-OS-E301, API-RP-2RD) and validated to under 10% max relative error against held-out samples. For screening and capability demonstration — not a substitute for a project-specific engineering check.

World Energy

Field Economics Sensitivity

Field-economics sensitivity sweep — how life-to-date pretax NPV moves with WTI price and discount rate, on public BSEE production.

— data pending publication

World Energy

Field D&C Days QA/QC

Bore-by-bore drilling & completion days behind the World Oil April 2026 reconciliation — 253 wellbores across 11 Gulf of Mexico developments, with drilling-day stability proven across data vintages. Browse the interactive drill-down: /capabilities/dc-drilldown.html

11 Reconciliation Matrix253 Per-Well Listing253 Vintage Diff (Drilling Stability)

Drilling days = spud to total depth; completion days = ALL post-TD rig time including later recompletion and servicing (the open worldenergydata#846 boundary question). Known caveat: the extractor mixes calendar days (spans under ~250 d) with WAR-union rig-days (longer spans), so batch-drilled wells undercount drilling days — disclosed rather than corrected pending resolution. Producer markers cover the seven core Lower-Tertiary fields only.

Digital Model

Tank Sloshing CFD

OpenFOAM VOF sloshing analysis for partially filled tanks — free-decay validation against closed-form theory, a forced-roll period sweep, and the connected twin-tank U-tube exchange mode with its inter-tank mass shift and roll moment.

24 accepted cases89 metrics9,933 response samples

Source-neutral reference geometry only — no vessel-specific dimensions are published here. Free-decay frequency matches closed-form theory to 0.30%; the conduit-area scaling law matches CFD to ~1-2%. Absolute forced magnitudes carry a single dynamic-amplification factor (x1.34 to x1.45) measured near resonance, and the connected-tank mass shift and roll moment are derived from the CFD-measured level difference rather than predicted independently.

View capability →Immutable release a0da3df2d32f
client basis  →  explicit specification  →  deterministic workflow  →  checked result  →  report
Everyday complex engineering — made deterministically simple.

Use it for free

Explore the live capabilities and put the workflows to work — no cost, no sign-up.

Explore capabilities →

Other custom work is currently unavailable — reach out and we'll tell you what's possible.