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Duke Energy

Q3
Utilities · Shape forming
Researched as of October 2026
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Shape Forming — Spear proposed, not yet confirmed

The Q2 2026 call and both 2026 releases stay on one surface: the self-healing grid. No optimisation narrative appeared, so the old needs-research Shield becomes Spear. The shape is proposed.

AdaptAugmentAssist
Q3Automator
Q6Optimiser
Q9Conductor
Q2Tactician
Q5Partner
Q8Explorer
Q1Operator
Q4Weaver
Q7Navigator
StructuredDynamicComplex
2/9 cells occupied
Shape Read

Duke Energy's occupied cell is still the self-healing grid. In Indiana in 2025 it avoided 100,000 outages. The Q2 2026 call uses AI to watch construction deadlines, not to optimise dispatch or inventory. A separate Ohio and Kentucky tool scans for customer scams and flags them for takedown. Neither widens the grid. There is no Q6.

Trajectory: Q3 holds. No 2026 grid-optimisation loop.

Inside the company · not a cell

Nothing quoted yet. A rate or a saving will sit here when it is on the record. It does not light the grid.

Initiative Map
CellInitiativeConfidenceEvidence
Q1Operator✅Basic customer service tools, meter reading assistance.As of November 2025
Q3Automator✅Self-healing grid. Prior window: 1.5 million outages avoided, 2021–2024. Indiana, 2025: 100,000 outages avoided, faults detected and power rerouted. The 2026 call does not add a grid-optimisation loop.As of October 2026
Published record

The lines this reading rests on. A date is the source date, when the page or the line names one.

It's storm season in Indiana: Duke Energy's investments in smart, self-healing technology are helping keep the lights on — April 8, 2026

Duke Energy Ohio & Kentucky leverage AI to protect customers and combat scams — February 26, 2026

Duke Energy is executing an energy modernization strategy, keeping customer value at the forefront as it invests in electric grid upgrades and efficient generation resources to strengthen the system and serve growing energy needs.

Strength
Critical infrastructure automation with safety discipline
Fragility
Backend ceiling at Q6 — safety governs
Failure mode
Silent drift — automation runs on stale rules
Governance ceiling
Infrastructure safety is absolute constraint
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