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There's a meaningful difference between a system that tells you something is wrong — and a system that tells you what to do about it. Most production operations have the former. Very few have the lat
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Your historian is connected. Your SCADA is working. Your engineers know what good optimisation looks like. The layer that applies that logic systematically, across every well, every day — that's whe
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𝑾𝒉𝒚 𝒄𝒐𝒏𝒕𝒓𝒐𝒍 𝒊𝒏𝒇𝒓𝒂𝒔𝒕𝒓𝒖𝒄𝒕𝒖𝒓𝒆 𝒅𝒆𝒇𝒊𝒏𝒆𝒔 𝒕𝒉𝒆 𝒄𝒆𝒊𝒍𝒊𝒏𝒈 𝒐𝒇 𝒘𝒉𝒂𝒕 𝒇𝒊𝒆𝒍𝒅 𝒐𝒑𝒕𝒊𝒎𝒊𝒔𝒂𝒕𝒊𝒐𝒏 𝒄𝒂𝒏 𝒂𝒄𝒉𝒊𝒆𝒗𝒆... You can have the most sophisticated
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There's a meaningful difference between "𝘩𝘦𝘳𝘦'𝘴 𝘦𝘷𝘦𝘳𝘺𝘵𝘩𝘪𝘯𝘨 𝘐 𝘯𝘦𝘦𝘥 𝘵𝘰 𝘭𝘰𝘰𝘬 𝘢𝘵 𝘵𝘰𝘥𝘢𝘺" and "𝘩𝘦𝘳𝘦 𝘢𝘳𝘦 𝘵𝘩𝘦 𝘰𝘱𝘱𝘰𝘳𝘵𝘶𝘯𝘪𝘵𝘪𝘦𝘴 𝘵𝘩𝘢𝘵 𝘮𝘢𝘵𝘵𝘦𝘳 𝘮𝘰𝘴
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𝐈𝐟 𝐲𝐨𝐮, 𝐨𝐫 𝐨𝐧𝐞 𝐨𝐟 𝐲𝐨𝐮𝐫 𝐭𝐞𝐚𝐦, 𝐦𝐚𝐝𝐞 𝐚 𝐬𝐞𝐭𝐩𝐨𝐢𝐧𝐭 𝐜𝐡𝐚𝐧𝐠𝐞 𝐥𝐚𝐬𝐭 𝐰𝐞𝐞𝐤 — 𝐝𝐨 𝐲𝐨𝐮 𝐤𝐧𝐨𝐰 𝐰𝐡𝐞𝐭𝐡𝐞𝐫 𝐢𝐭 𝐰𝐨𝐫𝐤𝐞𝐝? Not a rough guess. Actually know.
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Well behaviour. Lift performance. Pressures. Most production engineers start their day the same way — reviewing trends. One review becomes five, five become ten. It works, until field complexity and
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Tool fragmentation costs more than people realise... 𝐇𝐨𝐰 𝐦𝐚𝐧𝐲 𝐭𝐨𝐨𝐥𝐬 𝐝𝐨𝐞𝐬 𝐚𝐧 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐧𝐞𝐞𝐝 𝐨𝐩𝐞𝐧 𝐭𝐨 𝐝𝐨 𝐭𝐡𝐞𝐢𝐫 𝐣𝐨𝐛 𝐨𝐧 𝐚 𝐭𝐲𝐩𝐢𝐜𝐚𝐥 𝐦𝐨𝐫𝐧𝐢𝐧𝐠? SC
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𝑾𝒐𝒓𝒌𝒇𝒍𝒐𝒘 𝑴𝒂𝒕𝒖𝒓𝒊𝒕𝒚: 𝑾𝒉𝒆𝒓𝒆 𝑫𝒐𝒆𝒔 𝒀𝒐𝒖𝒓 𝑷𝒓𝒐𝒅𝒖𝒄𝒕𝒊𝒐𝒏 𝑻𝒆𝒂𝒎 𝑺𝒊𝒕? How well your optimisation workflows scale as a field grows — that's what separates teams that st
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𝐃𝐢𝐠𝐢𝐭𝐚𝐥 𝐌𝐚𝐭𝐮𝐫𝐢𝐭𝐲 𝐀𝐬𝐬𝐞𝐬𝐬𝐦𝐞𝐧𝐭 𝐟𝐨𝐫 𝐎𝐢𝐥 & 𝐆𝐚𝐬 𝑺𝒕𝒆𝒑 1 - 𝑭𝒊𝒆𝒍𝒅 𝑷𝒓𝒐𝒇𝒊𝒍𝒆: 𝑾𝒉𝒚 𝑺𝒄𝒂𝒍𝒆 𝒂𝒏𝒅 𝑳𝒊𝒇𝒕 𝑺𝒚𝒔𝒕𝒆𝒎𝒔 𝑴𝒂𝒕𝒕𝒆𝒓 The first question in
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6 steps. 10 minutes. No April Fools, just a clearer picture of where your operation sits. That's the Digital Maturity Assessment — and in this video we walk through what each step covers before divin
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As fields grow, the challenge shifts from reviewing individual wells to making coordinated decisions across a dynamic production network. Which setpoints to adjust, in what order, and how to prioritis
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𝐇𝐨𝐰 𝐜𝐚𝐧 𝐚𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐞𝐦𝐩𝐨𝐰𝐞𝐫 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐬? Instead of manually analysing wells one at a time, digitally-enabled production teams are now
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About @sigmachinelearning

SIG Machine Learning is a Instagram growing creator in the Software Company category. With 40 followers and 12 posts, sigmachinelearning's account shows a follower-to-following ratio of 2.5:1. View all content anonymously on Pictame - no login required.

sigmachinelearning's engagement rate sits at 6.67%. That's 33% above what you'd typically see for accounts with 1K-10K followers (average 5%) — a sign of a genuinely connected audience.

Out of the last 12 posts, 67% are videos and 33% are photos. Notably, videos tend to get 2.7x more engagement than photos. Content shows up about every 4 days. Captions lean detailed, averaging 1188 characters.

6.67% engagement rate — 33% above average for 1K-10K follower accounts.
67% videos, 33% photos. Videos get 2.7x more engagement here.
Posts about every 4 days.
2.5:1 follower-to-following ratio.

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@sigmachinelearning

SIG Machine Learning

PublicSoftware Company
Posts
12
Followers
40
Top Hashtags
#ProductionEngineering#OilAndGas#FieldOptimisation#oilandgasindustry#PredictiveOptimisation#optimization#DigitalMaturity#SetpointOptimisation

Explore the most impactful hashtags used in recent posts. These tags highlight the core interests and trending topics that define this profile's digital influence and content strategy.

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Optimisation for Oil & Gas ➔ Automated, field-level setpoint evaluation & optimisation ➔ Exception-based surveillance ➔...

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