Plaith
Plaith
Toggle theme

Operational Systems Studio · Dubai, UAE

Services/Private & Sovereign AI/Safe LLM Gateway: Design & Pilot

Service · Deployment

P1

Safe LLM Gateway: Design & Pilot.

The inline layer that lets your teams use LLMs at speed while keeping sensitive data inside the environment. Designed against your policy, detects and redacts PII and sensitive entities in English and Arabic, and produces the audit trail regulators expect.

Outcomes

What changes when the engagement lands.

AI access without data leakage

Teams use LLMs through the gateway. Sensitive content never leaves the environment intact.

Bilingual detection

PII and sensitive-entity detection works natively in Arabic, not through an English-only proxy.

Audit trail regulators accept

Every request logged, every intervention documented, evidence preserved for audit.

A pilot that proves the case

One department using the gateway live. Measured usage, measured intervention rate, measured team feedback.

Deliverables

What's in the engagement.

The gateway that sits between your teams and every LLM they use — sanctioning access, detecting and redacting sensitive content in English and Arabic, and producing an audit trail. Designed, built, and piloted in one department in four to six weeks.

Gateway architecture

Inline architecture designed against your identity, network, and policy stack.

Detection layer

PII and sensitive-entity detection tuned for your data types and both languages.

Redaction and tokenisation policy

The policy that decides what gets redacted, tokenised, or blocked — versioned and reviewable.

Audit schema and dashboard

Complete audit log with a review dashboard for security and compliance teams.

Pilot deployment

One department live on the gateway. Usage instrumented. Team enabled.

How we deliver

Fixed scope. Named phases. Duration on the cover.

The engagement is priced against the outcome, not open-ended hours. Every phase has a duration, a named deliverable, and a check-out.

Total duration4 to 6 weeks

Sales cycle6 to 10 weeks

  1. 011 to 2 weeks

    Design

    Architecture design. Policy drafting. Detection scope. Integration points.

  2. 022 to 3 weeks

    Build

    Gateway build. Detection layer tuning. Audit schema.

  3. 031 to 2 weeks

    Pilot

    One department live. Team enabled. Feedback loop tightened. Measured usage report.

Built for

Buyers this engagement fits.

Typical buyer

CISO, CTO, Head of Risk

  • Regulated businesses where AI use is already happening

    You can't ban it. You need to route it. The gateway is the routing.

  • CISOs briefed on an incident that hasn't happened yet

    The evidence points to it happening. The gateway is the control that prevents it.

  • GCC organisations with Arabic-first data protection needs

    English-only detection isn't enough. Bilingual detection is a requirement.

Talk to us.

45 minutes on your operation and the engagement you have in mind. No pitch, no deck.

Emailhello@plaith.io

ResponseWithin one business day

ReferenceService code P1

By briefing only

This engagement is scoped one to one.

This engagement requires a delivery team assembled against your specific scope. Every engagement starts with a direct conversation, not an open form. Email us and we'll route it to the right lead.