AI Ops control plane

AI can execute. Basyrix authorizes.

Basyrix is the platform that governs what AI agents, pipelines and people are allowed to do across your on-premises estate, Azure, AWS and GCP — one control plane, before any action executes.

Governance firstAI actions governedIdentity is the perimeterCost within constraints
Decision pipeline Request:
GOV
Governance
AI
AI Ops
SEC
SecOps
DATA
DataOps
FIN
FinOps
Outcome
AI Ops · autonomous, but governed

AI can recommend the move. Basyrix decides whether it is allowed.

Agents and pipelines are becoming the primary actors in hybrid estates — moving data, assuming roles, calling APIs across clouds. Basyrix is the execution layer underneath them: every action an agent proposes is scored against policy, identity, classification and audit before it's allowed to run.

01 · Today

Human approved

Basyrix explains the policy, risk, route and cost before the operator acts.

02 · Next

AI recommended

AI proposes routes and remediations, but every suggestion is scored against policy and visibility.

03 · Future

Trusted execution

Low-risk moves can execute automatically with immutable audit, rollback and continuous monitoring.

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.
Why now

Cloud-first created speed. Hybrid reality created drift.

Enterprises are repatriating critical data while workloads still stretch across Azure, AWS, GCP, SaaS and datacentres. The result is not one estate. It is several decision systems arguing in different dialects.

Security sees fragments.

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

Cost optimises the wrong thing.

Cheap storage can become expensive risk. FinOps should optimise inside approved placements, not overrule residency, detection or lineage.

AI needs trusted rails.

Autonomous cloud and data actions only work when every recommendation is bounded by policy, visibility, classification and audit.

The cloud is not the centre anymore. Data is.
Where data lives determines security, governance, latency, cost, compliance, identity and AI readiness. Basyrix builds around data gravity, then lets the clouds compete for the work they are actually allowed to run.
The fracture

Every cloud logs differently. Every estate enforces differently.

Repatriation is pulling data back on-prem while workloads stay distributed. Four control surfaces, four identity systems, four schemas, and a threat chain that does not respect any of them.

ON-PREM
Primary data gravity. AD / Kerberos, regulated records, local SIEM.
AZURE
Entra ID, Sentinel, Defender. Strong control surface, not the whole estate.
AWS
IAM, CloudTrail, Security Hub. Workload isolation and burst capacity.
GCP
Workload Identity, Audit Logs. Analytics, AI and overflow workloads.

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 — human, pipeline, or agent — 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.

GovernanceOpspriority 01 · hard stop

The rulebook with teeth

Data residency, regulatory mapping and placement policy as code. Approves or blocks every movement — and forbidden routes simply don't execute.

  • residency
  • policy-as-code
  • GDPR · FCA · ICO
  • immutable audit
AI Opspriority 02 · identity gate

The gatekeeper

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

  • agent identity
  • autonomy scoring
  • workload identity
  • intent verification
SecOpspriority 03 · security > cost

The immune system

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

  • ASIM normalisation
  • KQL correlation
  • UEBA
  • lateral-movement
DataOpspriority 04 · reliability

The bloodstream

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

  • classification
  • DLP
  • cross-cloud lineage
  • integrity
FinOpspriority 05 · within constraints

The gravity well

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

  • £/GB visibility
  • tiering
  • egress forecasting
  • per-tenant margin
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.
▸ BLOCK — offers Azure UK as the compliant alternative
02 · AI Ops
Not reached — governance blocked the request first.
03 · SecOps
Not reached.
04 · DataOps
Not reached.
05 · FinOps
Not reached. No cost is modelled for a route that was never allowed.
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
Basyrix Atlas™

Continuous classification drives everything downstream.

You can't govern, detect, or price data you can't see. Five layers turn raw storage into decisions — discovery through continuous monitoring, across on-prem and every cloud.

01
Discovery
On-prem, Azure, AWS, GCP and SaaS connectors
02
Classification
Pattern + business logic + lineage + sensitivity score
03
Policy application
Where it may live, who may touch it, how long
04
Orchestration
Route, encrypt, register detection, write audit
05
Monitoring
Still in place? Still classified right? Who's accessing?

Atlas is the sensory layer for the whole platform.

Native catalogues are useful inputs, but Basyrix Atlas turns discovery into live enforcement. It classifies in real time where it matters, tracks lineage across boundaries, and feeds verdicts straight into routing, detection and audit.

real-time · multi-cloud native · lineage that survives the hop
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 SentinelDefender XDRPurviewSplunkElasticCrowdStrikePalo AltoFortinetAWS Security HubCloudTrailGCP Audit LogsSnowflakeServiceNowGitHubAzure DevOpsTerraform
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 talk architecture, roadmap, or design partnership.

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