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Ilayer

Selected work

Two AI systems we built and still operate

Both are described in full: what they do, what they are measured on, and where they stop. Clients are anonymized. The numbers and their limits are not.

Two systems, described in full below, that we built and still operate.

What both of them are built out of

  • AI agentsSoftware that does a whole job, not one step of it.
  • Knowledge and answersAnswers from your own documents, with the source attached.
  • AutomationThe same steps every time, done without a person.
  • Testing and reliabilityChecks that catch a wrong answer before you do.
  • AI securityAI that tries to break code before an attacker does.
  • InfrastructureThe cloud it all runs on.

The record

A wall of identical dark filing drawers photographed straight on. One drawer left of centre is pulled fully open, the tabbed index cards inside it lit violet, the glow spilling down the drawer fronts below.
A $3.4B US real-estate investment firmThirteen years of records. One box that answersThirteen years of records nobody could query fast. We built one box that answers across all of it, cites every number, and refuses when the data is not there.1.000Correct every time it held back0No client's data in another's answersRead the case
Seven thin machined gates in a row on a dark optical rail, receding to the right. A violet beam enters the nearest aperture and passes through all seven, ending in a bright point past the last gate.
Ilayer researchAI that reviews code the way an adversary wouldA tool that cries wolf costs more time than it saves. We built a system of several AI agents. It audits smart contracts, the code that moves money on a blockchain. It attacks its own findings, and shows a person only what survives. It has found real vulnerabilities on live protocols.7-gateEvery finding filtered before a human sees itLiveReal bugs on live protocolsRead the case

Every figure on both cards carries its scope, and what it does not cover, on the case study itself.

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