Pick the file that fits the conversation.
The register contains the current project records. The PDFs and deck are dated selections. They are useful to send around, but they do not automatically include later website updates.
Initial source screen: 26 September 2024–26 September 2026. Broad classification review: 8 October 2026. Selected register and supplementary research updates through 25 October 2026.
Current records and research
| File | Updated | What it covers |
|---|---|---|
| Operating results · reading view | 2026-10-26 | Seventeen selected comparisons and assessments, including stopped use cases, historical limited-value trials and technical tests. Each retains population, period, source and limitations. |
| Operating results · chart data | 2026-10-26 | Same seventeen bounded comparisons and assessments; different measures are not a ranking or complete ROI. |
| SLB chemical dosing · vector figure | 2026-10-25 | Nearly 1,400 Permian wells; separate 20-month performance and first-nine-month supplier-reported net savings. |
| Company knowledge and executive assistants | 2026-10-25 | Twelve selected comparisons; broad review 9 October, with KOC SANAD added 18 October and PTTEP X.brain and Devon ChatDVN checked 21 October. |
| Operating technology · JSON | 2026-10-26 | Automation, internal software and technology foundations, with source and AI-attribution limits. |
| Operating technology · CSV | 2026-10-26 | Same technology observations in tabular form. |
| Operating technology · cited notes | 2026-10-26 | Readable source-linked technology observations. |
| Latest research watch · 25 October | 2026-10-26 | Ecopetrol IT operations and AI rollout limits, YPF supplier-reported refinery support, and Dixstone software selection; earlier reviews retained. |
| Visual evidence and limits · JSON | 2026-10-26 | Dated exhibits plus reported TotalEnergies use-case non-retention, with corroboration limits. |
| Operator limits and stopped-work research | 2026-10-26 | Historical searches and dated follow-ups, including source limits for reported non-retention. |
| What changed in this research pass · 14 October | 2026-10-25 | Aramco core labs, clarified Exxon/Ecopetrol/PETRONAS/Chord profiles, TotalEnergies digital planning and two technical studies. |
| More operating detail · 14 October | 2026-10-25 | Xinjiang diagnostics, CNX methane, HG Oil, Santos and two KPMG surveys; source dates and benefits kept separate. |
| Industry report library · JSON | 2026-10-26 | Current report entries, populations, methods and limitations. |
| Industry report library · CSV | 2026-10-26 | Same current industry publications in tabular form. |
| 14 October research update | 2026-10-25 | CNX current-use disclosure, Aker BP implementation announcement, anonymous failure note and existing Expand evidence. |
| Complete initiative register · CSV | 2026-10-25 | All 306 profiles, with targeted source checks through October 25; supplementary technology context is reported separately. |
| Complete initiative register · Excel | 2026-10-25 | Same rows and values as the CSV, with filters. |
| Complete dataset · JSON | 2026-10-26 | Records, source entries, disclosures, provenance and dossiers. |
| Project histories · CSV | 2026-10-25 | Current histories, including the field additions and targeted Presidio, Aramco and EOG updates. Account briefs retain their own dates. |
| Flywheel Energy — company research | 2026-10-25 | Existing AI app platform, hiring intentions, conventional software context and source-access limits; reviewed 12 October. |
| Visual industry briefing | 2026-10-25 | Three industry findings, six workflows, four measurement examples and source-linked follow-up questions; editorial edition of 25 October. |
| Visual industry briefing · six-page PDF | 2026-10-25 | Portable six-page edition of the October 25 synthesis; source links and measurement limits retained. |
| Visual industry briefing · data | 2026-10-25 | Canonical evidence counts joined to selected workflow explanations and proposed questions. |
| Compare twelve real projects | 2026-10-25 | Action authority, asset scope, measurement limits and proposed evaluations; includes original source locations. |
| Twelve-project comparison · CSV | 2026-10-25 | The same case fields and proposed evaluation questions as the interactive comparison. |
| Twelve-project comparison · JSON | 2026-10-25 | Structured editorial comparison and source metadata; no new adoption classifications. |
| SLB data and AI thesis | 2026-10-25 | Original-source assessment, reported Digital economics, data rights and questions for the investment case. |
| SLB thesis and chart data | 2026-10-25 | Source metadata and reported segment figures; AI-only economics remain unknown. |
| SLB cited briefing | 2026-10-25 | Portable text edition of the targeted October 24 assessment. |
| Three field cases worth studying | 2026-10-25 | BPX, Burk and Expand: operating details, measurement limits and original sources; EOG context kept separate. |
| October 10 research review | 2026-10-25 | Findings, research leads and limits; not additional deployment counts. |
Dated reports and exhibits
| File | Edition | What it covers |
|---|---|---|
| Eight-company comparison | 2026-10-08 | Eight selected upstream companies; not the complete register. |
| Exhibit deck · PDF | 2026-10-08 | Selected exhibits. Does not include the new chart gallery or October 10 source updates. |
| Exhibit deck · editable | 2026-10-08 | Editable version of the same dated exhibit selection. |
| Industry takeaways | 2026-10-08 | Industry evidence counts and selected exhibits as of this edition. |
| Research atlas | 2026-10-07 | Four exhibits from the October 7 assessment. |
| Supplementary research | 2026-10-09 | Selected supplementary notes; not all later findings or an updated full report. |
Send a reading pack
Download the reading pack · assembled 26 October 2026
Includes the current register, project histories and all 24 operator/provider evaluation briefs for the twelve-project comparison, plus the dated comparison and supplementary reports listed above. The README explains each edition. Original source publishers may require access.