Mudline AI
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Drilling & fluids intelligence suite

See below the mudline before you drill it

Six connected tools that turn your drilling programs, DDRs, mud reports and live rig data into predictions for time, fluids, logistics and unscheduled events, built by a drilling fluids engineer.

Get in touch See the products

All graphics and product screens on this page show illustrative data, not a real well.

One platform, six tools

Every tool runs on the same clean, structured history of your wells, so a lesson learned in one place shows up everywhere else.

Document Hub

Every report in one place, with Kelly, a fluids-aware assistant.

Timeline Predictor

Program vs live P10/P50/P90 finish, on a calendar.

Hole Condition Live

Live surface signals, with drilling and mud event risk and what is driving it.

Fluids & Base Optimiser

Every rig's operations, chemicals and risk on one timeline.

Fluid System Builder

Upload a program. Compare up to five mud systems.

Mud Profiler

Real-time hydraulics: every metre of mud in the hole, live.

Shared core: programs · DDRs · mud reports · surface data · offset wells

Product 01 · Document Hub

Ask about the well. Kelly answers from live data and your files.

Drop in programs, DDRs, mud reports and end-of-well reports. Kelly, your assistant trained on drilling fluids, combines them with live rig data and the risk model, and answers with the exact report, page and timestamp behind every point.

  • Click any depth on the wellbore to ask what's driving the risk there
  • Answers mix live surface data with offset reports, programs and mud reports
  • Every point is cited, so you can open the source and check it
  • Understands fluids language: OWR, ES, LGS, HPHT fluid loss, PV/YP
DOCUMENT HUB · ASK KELLY · WELL A-12

Hover the well · click a depth to ask Kelly

LIVEECD sgHole volume m³Active volume m³0 s ago
Product 02 · Timeline Predictor

See when the well will really finish, and why.

Your program, what has actually happened, and the P10, P50 and P90 finish dates from a live model that recalculates from rig data as every operation progresses, on a real calendar. When the forecast moves away from the program, Mudline AI explains why in plain language. The Mud tab does the same for chemical usage.

  • Live model: recalculates from rig data, with a confidence on every P10 / P50 / P90
  • Program, actual and forecast on a calendar axis
  • Plain-language reasons for being ahead or behind
  • Forecast updates as each operation finishes
  • Mud tab: chemical usage vs estimate for the section, with reasons
Well A-12 · spud to liner setLIVE MODEL · updated 40 s ago · recalculated 312 times this well

Drag the dot along the chart to follow the well day by day: program against Mudline AI.

Day by dayProgram operation vs Mudline AI for each date · tap a day or drag the dot
Why the forecast differs from the program
  • 13 h behind today. The 9⅝" casing run took 0.8 days longer than planned after a tight spot at 2,300 m needed reaming. Drilling in the 8½" section is back on program pace.
  • P50 1.4 days late. The model adds 1.2 days for Balder (25 m/h ROP limit, pre-treatment and reduced flow rate) and 0.3 days to the liner run, based on how A-09 and A-10 went.
  • P90 5.8 days late. A 22% chance of an A-09-type losses event in Balder (about 2.5 days to cure) plus liner contingency.
  • P10 0.8 days early. If Balder drills clean, as it did on A-11, and the liner runs to plan.
Product 03 · Hole Condition Live

Read the hole from the surface, every five seconds.

Live surface signals, such as active volume, standpipe pressure, flow rate, pump strokes, ROP, torque, WOB, RPM and hook load, stream down the screen like a real-time drilling log. Underneath, drilling and mud event risk are recalculated every 5 seconds and split by the parameter that is driving them.

  • Live surface signals in a familiar strip-log layout
  • Zoom to 1, 5 or 15 minutes and slide back up to 2 hours
  • Hover any moment to read every signal and both risk profiles at that time
  • Metric or imperial for each signal: bar / psi, L/min / gpm, t / klbf, kN·m / kft·lbf, m/h / ft/h, m³ / bbl
  • Drilling and mud event risk, each broken down by the parameter behind it
  • Plain-language reading of what the signals mean
HOLE CONDITION · WELL A-12 · DRILLING 8½" AT 2,600 mLIVE · 5 s
Unscheduled drilling event risknext refresh in 5 s
Unscheduled mud event risklosses, sag, rheology and solids
Product 04 · Fluids & Base Optimiser

Every rig, every operation, every sack, on one timeline.

Pick a rig and slide along the whole well, even a 90-day one. Planned and actual operations sit on a calendar. Underneath, pick any of 20 chemicals to see daily usage in the customer's pack units, with P10–P90 for every future day, and pick a mud event to see its risk and what it would do to usage.

  • National base → regional bases → rigs, with 14-day demand, stock and days of cover at every level
  • Base view: inventory, orders and projected usage per day, stacked by rig
  • Rig stock: boat deliveries, 60-day projection, and add your own orders
  • Ask Kelly about upcoming shortages, low stock or the next boat
  • One view and one slider for the whole well
  • Hover any planned or forecast operation to expand it
  • 20 chemicals in MT, sx or IBC (or kg / L), with daily P10–P90 bars to end of well
  • Mud event risk with confidence, and its effect on usage, e.g. +25% lime
FLUIDS & BASE OPTIMISERFLEET
National base
Regional base
Rig / well
OperationsHover a bar to expand it. Move over any chart to read a point in time.
Chemicals
Mud event risk
Whole well
Uses the chemical selected above
Boat deliveries · past and upcoming
Ask Kelly about stockShortages, low stock and the next boat, answered from the live stock model
Product 05 · Fluid System Builder

Upload a program. Compare five mud systems against the well.

Mudline AI reads the well program, draws the geometry and picks out each section's challenges. Choose from the available fluid systems beside the well and compare them on cost, inventory and engineering, with a recommendation you can defend.

  • Well geometry drawn straight from the program
  • Five candidate systems for the section, side by side
  • Cost, inventory and engineering profiles for each
  • Property targets for the system you pick
  • Switch between every hole section: 26", 17½", 12¼" and 8½"
FLUID SYSTEM BUILDER · A-14_drilling_program.pdf · 4 sections read

Product 06 · Mud Profiler

Know what every metre of fluid in the hole is doing, live.

The Mud Profiler follows the fluid all the way round the circulating system, from the active pit, down the string, out of the bit and back up the annulus, through every hole section from the 36" top hole to the 8½" reservoir section, and every operation in each: drilling out the shoe track, drilling ahead, circulating, tripping, running casing and cementing. It combines AI modelling of ECD and pump pressure with the well geometry, the formations and the stroke counter, so it knows where each barrel is and how it is behaving: its weight, its true downhole density, the ECD it creates and how well it is cleaning the hole.

  • Every hole section, 36" to 8½", each with its own operations: drill out cement, drill, circulate, POOH, run casing and cement
  • Formations, casing shoes and cement sheaths drawn to depth, with spacer, lead and tail tracked up behind the casing
  • Blended colour from blue (low) to red (high) for MW, temperature-corrected MW, ECD and hole cleaning
  • SPP, drill-string pressure, ECD and hole cleaning against time, checked against the AI model
MUD PROFILER · WELL A-12LIVE

Bit depthHole depthFlow inPumpsStroke counterTo bit · bottoms upString · annulus volume
Standpipe pressure
Drill-string pressure at bit
ECD
Hole cleaning

Built for

The people who answer for time, cost and risk on a well.

Fluids superintendents

Defend program choices and explain cost variance with evidence.

Drilling engineers

Build time estimates and AFEs from real offset performance.

Operators

Benchmark rigs and contractors, and carry lessons across a campaign.

Service companies

Stronger fluids programs, logistics plans and tenders backed by your track record.

Your data stays yours

Well data is commercially sensitive. Mudline AI is being designed around that from the start.

Private by default

Each company's wells are kept separate. Nothing is pooled or shared without agreement.

Engineer in charge

Mudline AI supports decisions. Formulations still go through lab testing and sign-off.

Every number traceable

Predictions show which wells and operations they came from, so you can check or challenge them.

Software or consultancy work?

For information on the Mudline AI software, or for drilling fluids consultancy work, from fluid system selection and well programs to fluids supervision and logistics planning, please get in touch.

Get in touch
Emailinfo@mudline.ai