Embedded LLM — Bringing AI to Production

NODES — 000

EDGES — 000

SIG — 000

Bringing AI to Production

The goal was never more AI.
The goal is governable AI.

Sovereignty over AI is no different than sovereignty over telecommunications, electricity, or air traffic — systems too critical to run on trust alone.

Sovereignty is not a slogan. It's an architecture. And real control has to live where the system actually runs.

Security Layer

Foundation-Level Security

A sovereign control layer, engineered at the GPU and AI server level. Control starts at the foundation, not bolted on after.

Enterprise Grade

Operational Reliability

Built for enterprise and government workloads. Accountability, secure handling, and rigorous uptime, by mandate.

Compliance

Data Privacy Boundaries

GDPR-aligned workflows. A clear, auditable boundary for sensitive data that satisfies regulators, not just IT.

Usage Analytics · Live

Cost by Business Unit · June 2026

LLM TokensEmbeddingsRerankerUSD Spent

Model A

Model B

Model C

Model D

Model E

◦ AGGREGATING

TOKENVISOR · ANALYTICS

01 / Total Visibility

Every token. Every team.
Every model. In one place.

Stop flying blind on AI spend. TokenVisor gives you a live breakdown of every request, cost, and model interaction across your entire organisation — before it turns into a budget problem.

By Team & Department

See which business units drive AI consumption. Drill into token usage, cost trends, and model preferences at any level of your org — and spot outliers before they escalate.

By Project

Attribute AI usage directly to the initiatives running it. Know exactly what each launch, campaign, or internal tool costs in inference.

By Model

See the full model mix in one view — GPT, Claude, Gemini, internal models, or any provider routed through TokenVisor.

01 · Prompt

Summarise the key terms in the attached deal memo for tomorrow's board review.

trade_secret.pdf2.4 MB

02 · PII Redaction

Policy

PII Redaction

Emails, phones & IDs redacted

Names & addresses masked

Attachment scanned: trade_secret.pdf

03 · Guardrails

Policy

Content Guardrails

Malware & exploit code blocked

Harmful content blocked

12 team rules active

04 · Approval Gate

Policy

Approval Gate

High-risk request detected

Routed to Security Lead

Status — Pending approval

PROMPT · user@acme.co

◦ PROMPT RECEIVED

TOKENVISOR · POLICY ENGINE

02 / Policy & Safety

Rules run before the request does.

By the time a prompt reaches a model, TokenVisor has already evaluated it. PII is redacted. Unsafe content is blocked. High-risk requests hit an approval gate before they leave your perimeter.

Automatic PII detection & redaction

Every prompt and attachment is scanned and scrubbed before it ever leaves your perimeter.

Content guardrails

Configurable blocks by team or use case, enforced on every single request.

Approval gates

Sensitive workflows pause for human sign-off before the request is ever dispatched.

TOKENVISOR · MODEL CARD REQ 4005·4000·503

Request Manifest

DATA RESIDENCY · EU
SECURITY LEVEL · RESTRICTED

◦ IN TRANSIT

TOKENVISOR · INSPECTOR

Workload

Payments

Data Residency

EU · GDPR

Security Level

Restricted

On-Prem GPUAir-gapped

Private VPCeu-central Routed

Public CloudMulti-region

GPU CLUSTEReu-central · target

ON-PREM GPUus-west

PUBLIC CLOUDap-south

EDGE NODEus-east

03 / Intelligent Model Routing

Any model. Any provider.
Your rules.

TokenVisor inspects every request the moment it leaves a project — reads its sensitivity, team, and workload — then dispatches it to the right destination automatically.

Route by sensitivity, team, or workload

Keywords like EU, PII, or HIPAA decide the path — no manual configuration per request.

Cloud, private VPC & on-prem GPU

Standard traffic to cloud LLMs, regulated data to your VPC, the most sensitive prompts to on-prem GPUs.

Live route map per request

Watch each request get inspected, matched, and dispatched in real time.

Spend Controls · Live

Budget Enforcement · June 2026

EngineeringHelios

$0 / $8,000

Data ScienceAtlas

$0 / $6,000

Sales & MarketingOrbit

$0 / $3,000

Customer SupportRelay

$0 / $4,000

◦ READING LEDGER

TOKENVISOR · ENFORCER

04 / Budget & Spend Controls

Spend that never spirals.

Set hard caps per team or project and let TokenVisor enforce them. Soft alerts warn before a limit is hit. Hard caps stop spending cold — no chasing teams after the fact.

Per-team & per-project caps

Assign a hard budget to any team or initiative and let TokenVisor hold the line automatically.

Soft alerts at configurable thresholds

Warn owners the moment spend crosses a threshold — long before the cap is reached.

Hard cap enforcement

When the cap is hit, requests stop cold. No overage, no exceptions, no chasing teams after the fact.

Audit Trail · Immutable

Request Ledger · Live

Time

User

Model

Tokens

Safety

Hash