Three choices were never enough for regulated enterprise AI.
A public API sends your data to someone else's cloud. A DIY platform takes 18 months and a bespoke security review. A consulting build leaves you dependent on the people who built it. Iftah is the fourth path: a productized, governed AI stack running in your own environment — operated by us, audited by you, owned by neither.
Read moreاقرأ المزيدShow lessعرض أقل
A public API sends your data to someone else's cloud. A DIY platform takes 18 months and a bespoke security review. A consulting build leaves you dependent on the people who built it. Iftah is the fourth path: a productized, governed AI stack running in your own environment — operated by us, audited by you, owned by neither.
A public API sends your data to someone else's cloud. A DIY platform takes 18 months and a bespoke security review. A consulting build leaves you dependent on the people who built it. Iftah is the fourth path: a productized, governed AI stack running in your own environment — operated by us, audited by you, owned by neither.
Faster than DIY. More repeatable than consulting. More controllable than a public API.
Each alternative forces a trade you can't afford in a regulated environment. Iftah keeps the productized spine — but the value is integration of mostly-production components plus a built governance layer, not a from-scratch rebuild.
Control
A public AI API
Answers by default and sends your prompts off-region to be served and moderated elsewhere — the exfiltration you're trying to prevent.
Iftah approach
In-region, single-tenant, default-deny. Guardrails run in your cluster and the audit trail is yours — a hosted API cannot offer this by definition.
View 2 more details
Time & risk
A DIY platform build
A year of security-critical plumbing — identity, policy, guardrails, audit — that you then own and have to defend.
Iftah approach
Reuse the proven, self-hosted serving and request path and wrap your existing stack; Iftah builds only the missing assurance core — no new attack surface for you to own.
Repeatability
A consulting / SI build
Leaves you a bespoke system tied to the people who built it, different at every site.
Iftah approach
One productized platform with the same default-deny baseline everywhere; only your signed overlay differs, and every change flows as signed GitOps — reproducible and attributable.
Faster than DIY. More repeatable than consulting. More controllable than a public API.
Each alternative forces a trade you can't afford in a regulated environment. Iftah keeps the productized spine — but the value is integration of mostly-production components plus a built governance layer, not a from-scratch rebuild.
Read moreاقرأ المزيدShow lessعرض أقل
Each alternative forces a trade you can't afford in a regulated environment. Iftah keeps the productized spine — but the value is integration of mostly-production components plus a built governance layer, not a from-scratch rebuild.
Each alternative forces a trade you can't afford in a regulated environment. Iftah keeps the productized spine — but the value is integration of mostly-production components plus a built governance layer, not a from-scratch rebuild.
The trade · Control
A public AI API
Answers by default and sends your prompts off-region to be served and moderated elsewhere — the exfiltration you're trying to prevent.
Iftah
In-region, single-tenant, default-deny. Guardrails run in your cluster and the audit trail is yours — a hosted API cannot offer this by definition.
The trade · Time & risk
A DIY platform build
A year of security-critical plumbing — identity, policy, guardrails, audit — that you then own and have to defend.
Iftah
Reuse the proven, self-hosted serving and request path and wrap your existing stack; Iftah builds only the missing assurance core — no new attack surface for you to own.
The trade · Repeatability
A consulting / SI build
Leaves you a bespoke system tied to the people who built it, different at every site.
Iftah
One productized platform with the same default-deny baseline everywhere; only your signed overlay differs, and every change flows as signed GitOps — reproducible and attributable.
How the four paths compare on what matters to your security reviewer.
One continuous, fail-closed control path — identity to audit.
The differentiator isn't a feature list; it's a single path where every stage refuses to weaken the next. This is the layer DIY teams get wrong and a public API can't offer.
Identity
Signed claims only
Your Entra ID or Okta is the source of truth; apps and agents get the same treatment. No raw keys, and context comes only from signed tokens — never a header a caller can set.
Why this control mattersView details
Your Entra ID or Okta is the source of truth; apps and agents get the same treatment. No raw keys, and context comes only from signed tokens — never a header a caller can set.
01
Policy
Default-deny
OPA allows only on an explicit, approved rule. Unknown or newly discovered models deny by default; if policy or audit is down, the request denies.
Why this control mattersView details
OPA allows only on an explicit, approved rule. Unknown or newly discovered models deny by default; if policy or audit is down, the request denies.
02
Guardrails
In-cluster
Presidio and NeMo run as pods in your region — never a SaaS moderation API — tuned for your domain identifiers. PHI buffers before a token can escape.
Why this control mattersView details
Presidio and NeMo run as pods in your region — never a SaaS moderation API — tuned for your domain identifiers. PHI buffers before a token can escape.
03
Routing
Digest-pinned
Approval is pinned to the model's content hash, not its name. The hook pins one approved digest, disables fallback, and records what was actually served.
Why this control mattersView details
Approval is pinned to the model's content hash, not its name. The hook pins one approved digest, disables fallback, and records what was actually served.
04
Audit
WORM, fail-closed
Every request writes to immutable, hash-chained, in-region storage you control — and if audit can't be guaranteed, new requests deny.
Why this control mattersView details
Every request writes to immutable, hash-chained, in-region storage you control — and if audit can't be guaranteed, new requests deny.
05
Fail-closed at every stage
Fail-closed at every stage — deny on timeout, unknown, or unavailable audit. No degraded “allow” mode.
Fail-closed at every stage — deny on timeout, unknown, or unavailable audit. No degraded “allow” mode.
One continuous, fail-closed control path — identity to audit.
The differentiator isn't a feature list; it's a single path where every stage refuses to weaken the next. This is the layer DIY teams get wrong and a public API can't offer.
Read moreاقرأ المزيدShow lessعرض أقل
The differentiator isn't a feature list; it's a single path where every stage refuses to weaken the next. This is the layer DIY teams get wrong and a public API can't offer.
The differentiator isn't a feature list; it's a single path where every stage refuses to weaken the next. This is the layer DIY teams get wrong and a public API can't offer.
Identity
Signed claims only
Your Entra ID or Okta is the source of truth; apps and agents get the same treatment. No raw keys, and context comes only from signed tokens — never a header a caller can set.
Why this control mattersView details
Your Entra ID or Okta is the source of truth; apps and agents get the same treatment. No raw keys, and context comes only from signed tokens — never a header a caller can set.
01
Policy
Default-deny
OPA allows only on an explicit, approved rule. Unknown or newly discovered models deny by default; if policy or audit is down, the request denies.
Why this control mattersView details
OPA allows only on an explicit, approved rule. Unknown or newly discovered models deny by default; if policy or audit is down, the request denies.
02
Guardrails
In-cluster
Presidio and NeMo run as pods in your region — never a SaaS moderation API — tuned for your domain identifiers. PHI buffers before a token can escape.
Why this control mattersView details
Presidio and NeMo run as pods in your region — never a SaaS moderation API — tuned for your domain identifiers. PHI buffers before a token can escape.
03
Routing
Digest-pinned
Approval is pinned to the model's content hash, not its name. The hook pins one approved digest, disables fallback, and records what was actually served.
Why this control mattersView details
Approval is pinned to the model's content hash, not its name. The hook pins one approved digest, disables fallback, and records what was actually served.
04
Audit
WORM, fail-closed
Every request writes to immutable, hash-chained, in-region storage you control — and if audit can't be guaranteed, new requests deny.
Why this control mattersView details
Every request writes to immutable, hash-chained, in-region storage you control — and if audit can't be guaranteed, new requests deny.
05
Fail-closed at every stage
Fail-closed at every stage — deny on timeout, unknown, or unavailable audit. No degraded “allow” mode.
Fail-closed at every stage — deny on timeout, unknown, or unavailable audit. No degraded “allow” mode.
The operating model
Operated, not hosted — your house, your boundary, our audited key.
The boundary is yours: your cloud account, cluster, region, registry, and IdP. Iftah operates the install inside it — never as a managed service that holds your data.
Residency by topology
Single-tenant, in your region
A dedicated install in your own cluster and account — no shared SaaS. With models self-hosted in your own cluster and no external callbacks, no code path can carry content across a boundary.
View 3 more details
A governance contract
Break-glass, no standing access
Iftah operates the install remotely but holds no standing access to prompts, responses, or pods. Any content access is client-approved, time-boxed, and logged in your own trail — a hard go-live gate.
Control in, metrics out
Fleet plane: metrics only
Signed artifacts go in — Helm charts and OPA bundles; only health, latency, and version come out. They land in your own registry, so there's no outbound dependency — air-gap friendly.
Never silently default
Single-cluster default, multi-cloud optional
Local-OPA single-cluster keeps authorization fast and fail-closed. Multi-cloud and hybrid is a supported, content-free-metadata option — shipped only behind a residency assessment, never silently.
Operated, not hosted — your house, your boundary, our audited key.
The boundary is yours: your cloud account, cluster, region, registry, and IdP. Iftah operates the install inside it — never as a managed service that holds your data.
Read moreاقرأ المزيدShow lessعرض أقل
The boundary is yours: your cloud account, cluster, region, registry, and IdP. Iftah operates the install inside it — never as a managed service that holds your data.
The boundary is yours: your cloud account, cluster, region, registry, and IdP. Iftah operates the install inside it — never as a managed service that holds your data.
Residency by topology
Single-tenant, in your region
A dedicated install in your own cluster and account — no shared SaaS. With models self-hosted in your own cluster and no external callbacks, no code path can carry content across a boundary.
A governance contract
Break-glass, no standing access
Iftah operates the install remotely but holds no standing access to prompts, responses, or pods. Any content access is client-approved, time-boxed, and logged in your own trail — a hard go-live gate.
Control in, metrics out
Fleet plane: metrics only
Signed artifacts go in — Helm charts and OPA bundles; only health, latency, and version come out. They land in your own registry, so there's no outbound dependency — air-gap friendly.
Never silently default
Single-cluster default, multi-cloud optional
Local-OPA single-cluster keeps authorization fast and fail-closed. Multi-cloud and hybrid is a supported, content-free-metadata option — shipped only behind a residency assessment, never silently.
Straight talk
What Iftah AI is — and what it is not.
Precision matters more than marketing for regulated buyers. The honest boundary, matched to the architecture.
Not a public AI API
In-region single-tenant residency, default-deny governance, and an immutable WORM audit you control — not merely that it runs inside your infrastructure.
View 3 more details
Operated — not deploy-and-handoff
Not a managed cloud that hosts your data, and not a hand-off where you run it alone. Operated for you under audited, break-glass-only access.
Not a model lab — but we attest
We don't train your models. We do produce a signed provenance attestation binding what was approved to what's running, plus measured guardrail gates before PHI go-live. Evidence, not a compliance certificate.
Not a from-scratch year of work
Most of the platform is integration of proven production serving components and your existing repos; the new part is the built governance core: OPA, the enforcement hook, WORM audit, provenance, guardrails.
What Iftah AI is — and what it is not.
Precision matters more than marketing for regulated buyers. The honest boundary, matched to the architecture.
Read moreاقرأ المزيدShow lessعرض أقل
Precision matters more than marketing for regulated buyers. The honest boundary, matched to the architecture.
Precision matters more than marketing for regulated buyers. The honest boundary, matched to the architecture.
Not a public AI API
In-region single-tenant residency, default-deny governance, and an immutable WORM audit you control — not merely that it runs inside your infrastructure.
Operated — not deploy-and-handoff
Not a managed cloud that hosts your data, and not a hand-off where you run it alone. Operated for you under audited, break-glass-only access.
Not a model lab — but we attest
We don't train your models. We do produce a signed provenance attestation binding what was approved to what's running, plus measured guardrail gates before PHI go-live. Evidence, not a compliance certificate.
Not a from-scratch year of work
Most of the platform is integration of proven production serving components and your existing repos; the new part is the built governance core: OPA, the enforcement hook, WORM audit, provenance, guardrails.
Next step
Review Iftah AI against your environment before choosing the first workload.