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Agentic AI · the suite behind a chatbot

Ask for the answer.
The engines do the running.

The applications disappear behind a conversation. You type what you want in plain language; an agent plans the work, drives Imagio, Conversio, Præsagio, Punctio, Maturatio and Estimatio through the engine API, and comes back with results — every number computed by an engine run, never invented by a language model.

One session, five commands, zero menus
GeomodL · Agent consoleMap all structural traps in thistop reservoir surface.top_reservoir_TWT→depth.tifImagio · ingest + fault classifyConversio · depthPræsagio · exhaustive sweep13 structural closures found, each sealed at its exact spill point.Three carry 78% of the unrisked volume — outlined below; the fullinventory is attached as a re-runnable package.CLOSURE · HIIP (UNRISKED)A-03142 MMbblC-0796 MMbblB-1171 MMbbl10 more118 MMbblprospect_package.zipShow me the top 3 prospects.Punctio · POS matrix + clusteringRisked with the house matrix — geometric confidence, seal provenance,amplitude evidence. Ranked by risked volume:PROSPECTHIIPPOSRISKEDA-03142 MMbbl0.3448 MMbblC-0796 MMbbl0.2827 MMbblB-1171 MMbbl0.3122 MMbblRun the most efficient development on A-03 —minimise CAPEX, then maximise recovery.Maturatio · 24-concept sweep · tank MBTwo ends of the efficient frontier (of 24 concepts swept):$420M · RF 31%MIN CAPEX · 4P+2I$610M · RF 38%MAX RECOVERY · 6P+3IRATE vs TIME · red = max recovery · grey = min CAPEXGet me the NPV after 5 years at 12% discount.Estimatio · monthly PSC ledger · NPV₁₂Monthly ledger, cut at year 5, discounted at 12%:NPV₁₂ $186MMIN CAPEX caseNPV₁₂ $214MMAX RECOVERY caseCheck impact on cash flow and recoveryif I drill two more wells.Maturatio · re-run +2PEstimatio · delta vs baseTwo extra producers on the max-recovery case:+$96MCAPEX38% → 41%RECOVERY+$22MNPV₁₂ @5yNCF vs TIME · white dashed = +2 wells · payback +4 months
agent console · screens are illustrative · demo surface is synthetic, no real prospect is shown
Map all structural traps in this top reservoir surface.
Imagio ingests & classifies faults · Conversio depth-converts · Præsagio sweeps exhaustively — 13 closures, sealed at spill, packaged & re-runnable
Show me the top 3 prospects.
Punctio risks with the house POS matrix — ranked by risked volume, criteria on the table
Run the most efficient development — minimise CAPEX or maximise recovery.
Maturatio sweeps 24 concepts on the tank engine — both ends of the efficient frontier returned
Get me the NPV after 5 years at 12% discount.
Estimatio runs the monthly fiscal ledger, cuts at year 5, discounts at 12% — per concept
Check impact on cash flow and recovery if I drill two more wells.
Maturatio re-runs +2 producers · Estimatio reports the delta — CAPEX, recovery, NPV, payback
Engines compute

No hallucinated economics

The language model never produces a number. Every volume, rate and NPV on screen is the output of the same deterministic engines the desktop apps run — the agent only decides which one to call.

Audit trail

The chips are the receipt

Each reply shows which engines ran and with what scope; result packages attach to the chat and re-run identically outside it. If a number matters, you can trace it to its run.

Human gate

Agents sweep, people decide

Agents are tireless at running cases, not entitled to conclusions. Concepts, rankings and deltas queue for your geoscientists' judgement — the same discipline as the Malaysia bid round.

Result · Præsagio trap sweep — 13 closuresEvery closure the surface can hold, sealed at its exact spill.INVENTORY · HIIP MMbblA-03142C-0796B-1171A-0438D-0231C-0924B-0512+6 more13
result card · Præsagio sweep — the full inventory behind “map all structural traps”
Result · Estimatio delta — drill two more wellsMax-recovery case, +2 producers — cash flow and recovery, side by side.+$96MCAPEX38% → 41%RECOVERY+$22MNPV₁₂ @5yNET CASH FLOW vs TIME · red = base · white dashed = +2 wells
result card · Estimatio delta — “what if I drill two more wells”, answered from the ledger
Where it runs

The same engine API, wherever you deploy it.

The chatbot is a front door, not a separate product. It drives the identical engine API that ships with an enterprise deployment — inside your perimeter, against your database, under your identity — and it inherits every customization: your fiscal presets, your risking matrix, your reservoir physics. Point it at one surface for a session like the one above, or at the whole archive overnight.

Type the first command on your own data.

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