Mainabe Technologies Inc. is a Canadian data and AI company. The thesis behind MICEG™ — our first product — is one the industry has independently named. MIT. The compliance press. The supervisory community. Three independent 2026 voices converging on a single observation: evidence has replaced intent as the regulator's standard of proof.
Managing Acceptable Data Use in an AI World — an active research programme at MIT CISR.
MIT CISR is actively studying how data leaders manage regulatory compliance, data lifecycle, and deletion — the problem space Mainabe was built to address.
cisr.mit.edu →Regulators will increasingly demand proof that organizations can validate their contractual security commitments are actually being enforced in practice rather than simply existing on paper.
The compliance press is now explicit: 2026 supervision expects operational proof of controls, not documentation of policy.
corporatecomplianceinsights.com →Supervisors expect demonstrable governance, not theoretical frameworks.
The supervisory community has operationalised the shift. Frameworks on paper are no longer sufficient evidence of a functioning compliance posture.
gci-ccm.org →The conversation is converging. MIT is studying it. The compliance press is naming it. The supervisory community is operationalising it. Mainabe has been building for it.
Three independent voices, three different institutional vantages, one convergent observation. A market research centre at one of the world's most respected academic institutions. A widely-read compliance publication. An international standards and outlook body. They do not coordinate. They do not share publication calendars. They are not marketing Mainabe's product.
What they are doing is describing a shift that has been underway in supervisory practice for several years and that, in 2026, has become explicit enough to say out loud. The shift is from frameworks to evidence. From what your policies say to what your data is actually doing. From the annual attestation to the continuous artefact.
Mainabe was founded on the anticipation of that shift and built to serve the organisations who recognise it is happening. The citations above are not an endorsement. They are a signal — that the market Mainabe serves is the market the broader industry is now acknowledging exists.
The founder of Mainabe Technologies Inc. — twenty-three years of enterprise data architecture across the world's most regulated institutions. Why MICEG™ was built and what it now delivers.