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Sep 11, 2026

IN /

Qantara

1 min read

Qantara: AI Gateway control plane complete and verified end to end

Model routing, budgets, a spend ledger and audit now run through the Go control plane, exercised by an automated acceptance test on a Kubernetes cluster.

A man looks left

IOTA Labs Team

Data & AI Practice

Model routing, budgets, a spend ledger and audit now run through the Go control plane, exercised by an automated acceptance test on a Kubernetes cluster.

The Qantara AI Gateway control plane is implemented: adapters for vLLM, Azure, AWS and GCP backends, a PostgreSQL spend ledger with catalog-priced usage, inline policy enforcement, an OIDC-protected admin API with an embedded console, and OpenTelemetry audit, all packaged as a Helm chart.


The acceptance test stands up the whole platform on a cluster and asserts the behaviours that matter: completions route by model name, usage lands in the ledger, an exhausted budget returns 429, a disallowed model returns 403, and the registry serves the curated catalog plus auto-discovered servers.

Sep 11, 2026

IN /

Qantara

1 min read

Qantara: AI Gateway control plane complete and verified end to end

Model routing, budgets, a spend ledger and audit now run through the Go control plane, exercised by an automated acceptance test on a Kubernetes cluster.

A man looks left

IOTA Labs Team

Data & AI Practice

Model routing, budgets, a spend ledger and audit now run through the Go control plane, exercised by an automated acceptance test on a Kubernetes cluster.

The Qantara AI Gateway control plane is implemented: adapters for vLLM, Azure, AWS and GCP backends, a PostgreSQL spend ledger with catalog-priced usage, inline policy enforcement, an OIDC-protected admin API with an embedded console, and OpenTelemetry audit, all packaged as a Helm chart.


The acceptance test stands up the whole platform on a cluster and asserts the behaviours that matter: completions route by model name, usage lands in the ledger, an exhausted budget returns 429, a disallowed model returns 403, and the registry serves the curated catalog plus auto-discovered servers.

Sep 11, 2026

IN /

Qantara

1 min read

Qantara: AI Gateway control plane complete and verified end to end

Model routing, budgets, a spend ledger and audit now run through the Go control plane, exercised by an automated acceptance test on a Kubernetes cluster.

A man looks left

IOTA Labs Team

Data & AI Practice

Model routing, budgets, a spend ledger and audit now run through the Go control plane, exercised by an automated acceptance test on a Kubernetes cluster.

The Qantara AI Gateway control plane is implemented: adapters for vLLM, Azure, AWS and GCP backends, a PostgreSQL spend ledger with catalog-priced usage, inline policy enforcement, an OIDC-protected admin API with an embedded console, and OpenTelemetry audit, all packaged as a Helm chart.


The acceptance test stands up the whole platform on a cluster and asserts the behaviours that matter: completions route by model name, usage lands in the ledger, an exhausted budget returns 429, a disallowed model returns 403, and the registry serves the curated catalog plus auto-discovered servers.

Sep 11, 2026

IN /

Qantara

1 min read

Qantara: AI Gateway control plane complete and verified end to end

Model routing, budgets, a spend ledger and audit now run through the Go control plane, exercised by an automated acceptance test on a Kubernetes cluster.

A man looks left

IOTA Labs Team

Data & AI Practice

Model routing, budgets, a spend ledger and audit now run through the Go control plane, exercised by an automated acceptance test on a Kubernetes cluster.

The Qantara AI Gateway control plane is implemented: adapters for vLLM, Azure, AWS and GCP backends, a PostgreSQL spend ledger with catalog-priced usage, inline policy enforcement, an OIDC-protected admin API with an embedded console, and OpenTelemetry audit, all packaged as a Helm chart.


The acceptance test stands up the whole platform on a cluster and asserts the behaviours that matter: completions route by model name, usage lands in the ledger, an exhausted budget returns 429, a disallowed model returns 403, and the registry serves the curated catalog plus auto-discovered servers.

(iota โ€” 11)

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VALUES โ€ข VISION โ€ข BELIEF โ€ขVALUES โ€ข VISION โ€ข BELIEF โ€ข
VALUES โ€ข VISION โ€ข BELIEF โ€ขVALUES โ€ข VISION โ€ข BELIEF โ€ข

(iota โ€” 15)

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(iota โ€” end)

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ยฉ 2026

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(iota โ€” end)

Closing Frame

Built Right

AI systems designed for clarity, reliability, and real
operational environments โ€” not just experiments.

Home
Updates
Products
About Us
Contact Us

Socials

001.

LINKEDIN

Legal

001.

PRIVACY POLICY

002.

LEGAL ENTITY

003.

TERMS OF SERVICE

ยฉ 2026

IOTA Technologies Company

IOTA Labs builds production AI systems for regulated enterprises.