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Drilling AI

Optimize every meter drilled

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For you as · Team Leader · Nawaf Al-Mutairi
You have decisions waiting in Drilling AI. Approving unlocks value from the KWD 68M pool today.
KOC business value P-01 · Sustainable Capacity P-06 · Operational Excellence· Production Cost / bbl Cash KWD 68M annualised value
The problem today

NPT still 7–9% of rig-time; stuck-pipe and dysfunction cost ~USD 1M per event.

What Bayan does

Watches 12 rigs live, opens safe operating windows, and prevents NPT before it starts.

Path to KOC 2040
Sustainable Capacity60%
2.41 MMbbl/d (2.90 capacity) → 4.00 MMbbl/d by 2040
Operational Excellence88%
847 days LTI-free · 99.4% uptime → Top-quartile HSE + uptime

Drilling performance scorecard

Industry-standard upstream KPIs · targets · peer benchmarks
82
Drilling health
Days per 10,000 ft ahead of Tech-Limit target on 6 of 9 active rigs. Invisible NPT drove last week's slippage on Rig KDC-52 — ROP advisory recovered 8% on the last two sections.
Days/10k ft
Days per 10,000 ft drilled
on target
21.4days
tgt22days+0.6
IOC top-quartile19.5days-1.9
On plan — cluster pads reduced rig-move losses.
NPT %
Non-productive time
on target
9.8%
tgt10%+0.2
IOC top-quartile7.5%-2.3
Stuck-pipe events cut 42% since ROP advisory rollout.
Tech-limit index
Tech-limit efficiency
on target
78%
tgt75%+3.0
IOC top-quartile82%-4.0
Above internal target; gap to IOC is bit selection on 12¼ʺ hole.
$/ft
Cost per foot drilled
on target
168$/ft
tgt180$/ft+12.0
Peer NOC155$/ft-13.0
Below target — but IOC gap persists on directional services.
First-time OK
First-time completion quality
on target
92%
tgt90%+2.0
Peer NOC88%+4.0
Above target — casing running crews stable.
TRIR
Drilling TRIR (per 200k hrs)
on target
0.28
tgt0.35+0.1
IOC top-quartile0.22-0.1
Better than target; still gap to IOC top decile.

Going good

On plan right now
  • Reduce WOB on RIG-12 by 8%
    Risk drops to 0.11, avoids ~$420k NPT. · 00:15
  • Switch to PDC bit · RIG-07 Section 2
    Projected +18% ROP, saves 14h. · 03:40
  • Active rigs: 47
    +3

Needs attention

Early warnings — not decisions yet
  • Open safe operating window · RIG-04
    Pore-pressure model confirms ECD margin 1.6 ppg.
  • RIG-07 (BG-2114): torque/drag drift indicates 68% stuck-pipe probability within 4h — cut WOB 12% and cycle the bit now.
  • RIG-12 (SA-094): flow-out anomaly consistent with kick precursor — run flow-check inside 90 m to confirm or clear.
External signals
  • ADNOC (peer)· 6h agolow
    ADNOC reports 22% ROP uplift from closed-loop drilling on Ghasha field
    ↳ Same PDC-bit and lithology class as Lower Fars LF-A12 — worth a controlled pilot.
  • SLB Advisory· 1d agomed
    SLB safety notice: pin-connection failures observed on 6⅝" drill-pipe batch
    ↳ Cross-check inventory for affected batch before next tripping window on RIG-07.

Needs your decision

Approval goes to the audit ledger
Action Center
  • Schedule bit pull · RIG-09
    Dull-grade trajectory matches pulled-too-late cohort.
    Avoids twist-off scenario ($1.2M).10:30· 74%
  • Issue daily NPT brief to ops
    Predicted NPT 6.2% — under monthly target 7.5%.
    Executive visibility, narrative for board.16:00· 93%

Automation

1 active rules
Recently auto-handled
  • Auto-notify11:38 PM
    Notified Drilling Sup. — kick precursor RIG-12
    Flow-out anomaly, prob 0.41, ETA ≤ 90 m
Rules ready to run now
  • Auto-notifyNotify Drilling Sup. on kick precursor