Smartflow Maestro

One console to govern performance, cost, and compliance.

One console to govern performance, cost, and compliance.

One console to govern performance, cost, and compliance.

Maestro is the operator console for Smartflow, the runtime governance layer of the APERION Trust Fabric.

Maestro is the operator console for Smartflow, the runtime governance layer of the APERION Trust Fabric.

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POLICY CONSOLE

ACTIVE

SCOPES

GLOBAL

TEAM

APPLICATION

POLICY SET

DATA HANDLING

ENFORCE

MODEL ACCESS

ENFORCE

CONTROL SIGNAL

AI sprawl grows fast. Coordination usually doesn’t

Teams experiment with different models. Costs balloon. Quality varies. Guardrails drift. Most orgs end up flying blind, adjusting knobs by instinct instead of data.

Maestro gives you a single pane of control for the entire AI estate, aligned to business goals instead of ad-hoc decisions.

Teams experiment with different models. Costs balloon. Quality varies. Guardrails drift. Most orgs end up flying blind, adjusting knobs by instinct instead of data.

Maestro gives you a single pane of control for the entire AI estate, aligned to business goals instead of ad-hoc decisions.

Unified policy-as-code

Unified policy-as-code

On-premises in your data center

for data, models, egress, and jurisdictions

for data, models, egress, and jurisdictions

Global or granular controls

Global or granular controls

Global or granular controls

per team, app, or workflow

per team, app, or workflow

Evidence-based optimization

Evidence-based optimization

Evidence-based optimization

through evals, mirroring, and analytics

through evals, mirroring, and analytics

Predictable cost and latency

Predictable cost and latency

Predictable cost and latency

with measurable SLAs

with measurable SLAs

Fully integrated workflows

Fully integrated workflows

Fully integrated workflows

across SSO, SIEM, ITSM, and FinOps

across SSO, SIEM, ITSM, and FinOps

What Maestro Does

What Maestro Does

Orchestrate policy, performance, and cost from one console.

Orchestrate policy, performance, and cost from one console.

Maestro makes AI governance a structured, versioned, auditable practice instead of a pile of tribal knowledge.

Maestro makes AI governance a structured, versioned, auditable practice instead of a pile of tribal knowledge.

Define policy-as-code for data handling, egress, model access, jurisdictions

Apply controls globally or scoped per team, app, or workflow

Set business objectives like cost ceilings, latency targets, or quality thresholds

Continuously tune guardrails and routing as usage patterns shift

TEAM SCOPE

POLICY

APPLICATION SCOPE

ROUTING

EVALUATION FLOW

TRAFFIC SAMPLE

INGEST

EVALUATION

COMPARE

EVIDENCE RECORD

Maestro learns from real traffic and real outcomes.

Maestro learns from real traffic and real outcomes.

Maestro discovers which prompts benefit from caching, which workloads can move to lower-cost models with no quality drop, and where guardrails should tighten.

Maestro discovers which prompts benefit from caching, which workloads can move to lower-cost models with no quality drop, and where guardrails should tighten.

Evaluation harnesses plug into your workflows

Traffic mirroring compares models side-by-side

A/B and canary routing measure quality before full rollout

Outcome analytics show what’s working, what’s wasting, and what’s drifting

Know the unit economics of every workflow.

Know the unit economics of every workflow.

The result: AI that’s observable, forecastable, and accountable to business outcomes.

The result: AI that’s observable, forecastable, and accountable to business outcomes.

Cost per prompt, per token, per team

Quality scores and pass/fail criteria

Compliance posture and policy adherence

Drift, anomaly, and spend alerts

Historical trends for CFO, CISO, and CIO reporting

ROUTING SIGNALS

COST SIGNAL

LATENCY SIGNAL

ROUTING DECISION

SELECT

DEPLOYMENT TOPOLOGY

ON-PREMISES ENVIRONMENT

LOCAL EVIDENCE

Governance that plugs into your real systems.

Governance that plugs into your real systems.

With versioned policies, rollbacks, and full audit trails, changes are safe, reversible, and traceable.

With versioned policies, rollbacks, and full audit trails, changes are safe, reversible, and traceable.

SSO for access controls

SIEM for security events

ITSM platforms for approval workflows and incident tickets

FinOps systems for automated showback/chargeback

Smartflow for policy enforcement and execution

Smartflow for policy enforcement and execution

Value for Every Stakeholder

Value for Every Stakeholder

CIO

CIO

Visibility and control over all AI operations, backed by measurable performance outcomes.

Visibility and control over all AI operations, backed by measurable performance outcomes.

Visibility and control over all AI operations, backed by measurable performance outcomes.

CISO

CISO

Centralized policy management, compliance proof, and drift alerts built into every workflow.

Centralized policy management, compliance proof, and drift alerts built into every workflow.

CFO

CFO

Real-time cost ceilings, predictable unit economics, and clean accounting across all teams.

Real-time cost ceilings, predictable unit economics, and clean accounting across all teams.

Developers

Developers

Stable guardrails and routing rules that improve performance without rewriting code.

Stable guardrails and routing rules that improve performance without rewriting code.

Executive Leadership

Executive Leadership

An AI estate that grows without chaos: cheaper to run, safer to operate, and resilient as models evolve.

An AI estate that grows without chaos: cheaper to run, safer to operate, and resilient as models evolve.

Maestro + Smartflow: Control, Optimize, Enforce

1

Maestro UI

Maestro UI

  • Console and dashboards

2

Policy-as-Code Layer

Policy-as-Code Layer

  • Data rules, egress, model access

  • Jurisdiction constraints 

  • Scoping: global, team, workflow

  • Versioning, rollback, audit logs               

3

Optimization & Experimentation Engine

Optimization & Experimentation Engine

  • Evals and test harnesses

  • Traffic mirroring and shadow tests

  • A/B and canary routing

  • Outcome and quality analytics

4

Integration & Workflow Hooks

Integration & Workflow Hooks

  • SSO / IAM

  • SIEM / ITSM / FinOps

  • Webhooks, approvals, tickets     

5

Smartflow Enforcement Layer

Smartflow Enforcement Layer

Smartflow Enforcement Layer

  • Inline inspection and policy checks

  • Cost/latency routing

  • Caching, deduplication, safety filters

  • Logging and telemetry   

6

Models & Inference Backends

Models & Inference Backends

  • On-premises, private cloud, and self-hosted models

AI governance shouldn’t be guesswork.

AI governance shouldn’t be guesswork.

Without a console like Maestro, orgs rely on scattered docs, inconsistent routing, ad-hoc spending controls, and slow, manual updates. Maestro brings order and evidence to everything that happens above the GPU.

Governance that scales

Governance that scales

On-premises in your data center

Guardrails that hold

Guardrails that hold

Guardrails that hold

Costs that behave

Costs that behave

Costs that behave

Models that can change without breaking workflows

Models that can change without breaking workflows

Models that can change without breaking workflows

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Bring discipline, visibility, and control to your AI estate.

Bring discipline, visibility, and control to your AI estate.

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