Basyrix — AI Ops Control Plane

The problem

Every cloud logs differently. Every estate enforces differently.

Repatriation is pulling data back on-prem while workloads stay spread across three clouds. Four control surfaces, four identity systems, four schemas — and the threats that matter cross all of them.

Security sees fragments.

Each platform catches what happens inside its own walls. The attack path that crosses identity, cloud roles, storage and endpoints is where the signal hides.

Governance arrives too late.

Labels and policies usually trail the movement. Basyrix moves the decision to the moment before data leaves, copies, routes or lands.

AI actions are ungoverned.

Agents move at millisecond speed. Without a decision gate at the execution layer, autonomy becomes a liability before it becomes a capability.

Compromised on-prem → Entra token → AWS role chain → S3 exfil. Each surface sees a slice. Basyrix correlates the chain and controls the next move.

The five engines

One cockpit, five dials — and a priority order that doesn't bend.

Governance leads. Every request clears residency policy first, then identity, then security, then data, then cost. No engine acts alone, and conflicts resolve by a fixed ladder, not by opinion.

GovernanceOps 01 · hard stop

The rulebook with teeth

Data residency, regulatory mapping and placement policy as code. Forbidden routes simply don't execute.

residencypolicy-as-codeGDPR · FCAaudit

AI Ops 02 · identity gate

The gatekeeper

Identifies who's asking — person, pipeline, or agent — and scores autonomy level and intent. Unregistered agents go no further.

agent identityautonomy scoreworkload id

SecOps 03 · security > cost

The immune system

Cross-domain detection across on-prem and all three clouds. Detection-critical data is never negotiated into cold storage.

ASIMKQL correlationUEBAlateral movement

DataOps 04 · reliability

The bloodstream

Classifies, tags, encrypts and moves data over private paths — then verifies integrity and lineage on arrival.

classificationDLPlineageintegrity

FinOps 05 · within constraints

The gravity well

Cost transparency and tiering — only across placements the first four engines already cleared. Never the deciding vote on critical data.

£/GB visibilitytieringegress forecast

A decision, walked through

"Agent requests: copy the transaction log to a cloud for analytics."

One request. Five gates, in strict order. The first hard stop wins — the rest never run.

01 · GovernanceOps checks residency

Request target was AWS us-east-1. Policy: UK financial data stays on-prem or Azure UK only.

▸ BLOCK — offers Azure UK as the compliant alternative

02 · AI Ops

Not reached — Governance blocked the request. Agent identity check is skipped.

03 · SecOps

Not reached.

04 · DataOps

Not reached.

05 · FinOps

Not reached. No cost is modelled for a route that was never allowed.

On the Azure UK path: GOV ✓ → AI Ops ✓ (identity confirmed) → SecOps HOLD (detection rules must be live before access opens) → DataOps ✓ → FinOps ✓ (break-even in one month) → ROUTED

Topology

One control plane. Distributed trust. On-prem holds the gravity.

Identity is the perimeter. A central IdP federates outward — no long-lived credentials live in the clouds. The control plane decides; the estates enforce.

Basyrix control plane

Policy · agent identity · classification · decision · detection registry · audit

On-prem

AD / Kerberos · primary records · local SIEM

DATA GRAVITY

Azure

Entra ID · Sentinel · Defender

AWS

IAM · CloudTrail · Security Hub

GCP

Workload Identity · Audit Logs

AI Ops · autonomous, but governed

AI can recommend the move. Basyrix decides whether it's allowed.

Agents and pipelines are the primary actors in hybrid estates — moving data, assuming roles, calling APIs across clouds. Basyrix is the execution layer underneath them.

01 · TODAY

Human approved

Basyrix explains the policy, risk, route and cost before the operator acts. Every decision is auditable and reversible.

02 · NEXT

AI recommended

AI proposes routes and remediations, but every suggestion is scored against policy, identity and detection coverage before it surfaces.

03 · FUTURE

Trusted execution

Low-risk moves execute automatically with immutable audit, rollback capability and continuous monitoring — autonomy earned, not assumed.

Agent execution infrastructure,
not another agent.

Basyrix doesn't compete with your AI tools — it's the control layer that makes it safe to let them act. Same decision pipeline, same audit trail, whether the requester is a person, a pipeline, or a model.

Works with the stack you already own

Basyrix is the decision layer, not another silo.

It consumes signals from security, cloud, data, identity, workflow and infrastructure tools — then writes decisions back into the places that enforce them.

Microsoft Sentinel Defender XDR Purview Splunk Elastic CrowdStrike Palo Alto Fortinet AWS Security Hub CloudTrail GCP Audit Logs Snowflake ServiceNow GitHub Azure DevOps Terraform HashiCorp Vault Entra ID AWS IAM Workload Identity

Talk to the team

Bring AI Ops control to your hybrid estate.

Basyrix is in active development as a platform — not a managed service. Share a work address to discuss architecture, roadmap, or design partnership.

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