AI Assistant · RES

Reservoir Management AI

Every drop, sustainably recovered

Online
For you as · Team Leader · Nawaf Al-Mutairi
You have decisions waiting in Reservoir Management AI. Approving unlocks value from the KWD 96M pool today.
KOC business value P-01 · Sustainable Capacity P-03 · Heavy Oil Ramp P-06 · Operational Excellence· Production Cash KWD 96M annualised value
The problem today

Recovery factor across Greater Burgan is ~40% — every extra 1pp is ~180 MMbbl of reserves.

What Bayan does

Tracks VRR by panel, refreshes decline curves nightly, and ranks EOR patterns against economics.

Path to KOC 2040
Sustainable Capacity60%
2.41 MMbbl/d (2.90 capacity) → 4.00 MMbbl/d by 2040
Heavy Oil Ramp19%
52 kbbl/d → 270 kbbl/d Lower Fars

Going good

On plan right now
  • Recovery factor path: 42.0 %
    +2pp by 2030 with EOR
  • EOR patterns screened: 12
    4 pass economics
  • Reserve outlook Δ: +180 MMbbl
    +1pp RF

Needs attention

Early warnings — not decisions yet
  • Update waterflood VRR · Greater Burgan north panel
    VRR trending 1.14 — over-injection risk in Wara sand.
  • Burgan N-panel VRR at 1.14 — rebalance ~18 injectors to protect Wara sweep and free 22 kbwd for S-panel.
  • Ratqa Lower Fars Phase-1 history-match error dropped 4.0 → 1.6% — confidence for 270 kbbl/d plan up 6pp.

Needs your decision

Approval goes to the audit ledger
Action Center
  • Auto-refresh decline curves · 214 wells
    Monthly cadence + 4 wells shifted between segments.
    Reserve outlook aligned to actuals within ±3%.08:30· 88%
  • Screen 12 EOR candidates · CO₂ / polymer
    Screening scoreboard exceeds threshold on 4 patterns.
    Feeds 2030 recovery-factor uplift roadmap.12:00· 76%
  • History-match update · Lower Fars Phase-1
    New PLT + 3 tracer results shifted match error 4→1.6%.
    Confidence for Ratqa 270 kbbl/d plan +6pp.16:00· 82%

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