12/06/2026
Most AI agents don’t fail because the technology is wrong.
They fail because nobody connected them to anything real.
A customer asks why their bill went up.
The agent checks usage, cross-references the tariff, responds in seconds.
No ticket. No queue. No human pulled away from something else.
That is not a future state.
That is what happens when the agent is actually wired to live data.
One of Britain’s largest energy providers was falling apart under its own demand.
Millions of households. One platform. Breaking at the seams.
We rebuilt it from the ground up. Not a patch. A new foundation.
The architecture their product teams still build on today.
Most businesses are not behind on AI.
They are running agents that only worked in the demo.
Autonomy is earned. Not switched on.
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