VG-04 / AI Data Leakage Prevention

One governed checkpoint in front of all AI usage

Every call to any model — by a human or an agent — passes through a policy engine that inspects, redacts and logs sensitive content before anything leaves your environment.

Inspect every call·Redact before egress·Log a verifiable record·Humans and agents
vargate · live gatewayLIVE
Humanschat · IDE · apps
AI agentsautonomous
Inspect
Redact 4242·····████
Log
CL
Claudecloud
GP
GPTcloud
OS
Open-sourcein-tenant
12,537
calls routed · today
$26
governed spend · today
320
redactions enforced
30
off-policy calls blocked
audit stream
agent-3disallowed modelblock
svc-bot9.4k req/minthrottle
alex@code reviewallow
agent-7tool call · searchallow
maya@customer exportredact
How it works

Inspect. Redact. Log. Every time.

VarGate runs inside your own tenant — on-prem, private cloud or fully managed — so sensitive code, data and signals never cross the boundary they were meant to stay in.

  • 1Inspect — every prompt and response is screened against your policy in real time.
  • 2Redact — PII, secrets and IP are stripped before they reach any external model.
  • 3Log — who, what, when, which model and what was redacted — into a verifiable record.

Think of it as an airport security checkpoint for your data on its way to AI — everything screened, logged and governed, without slowing your people down.

Core capabilities

Eight controls, one gateway

Everything you need to turn shadow AI into sanctioned, governed AI.

Governs agents, not just people

An unsupervised agent leaks data and burns tokens faster than any human

AI agents are about to outnumber human users. VarGate treats them as first-class consumers, routed through the exact same gateway — so you can scale autonomy with the safety, cost and audit guarantees you demand from people.

  • Same policy, redaction and egress controls apply to autonomous workflows — no side doors.
  • Per-agent identity, budgets and quotas — a runaway loop can’t drain the account.
  • Full audit trail of agent actions — every model call attributable, not a black box.
  • Instant containment — throttle or revoke a misbehaving agent like a person.
1
gateway for humans and agents — identical controls
100%
of agent calls logged and attributable
Per-agent
identity, budget and quota enforcement
Instant
throttle or revoke on misbehavior
How it helps

Governance you install once. Value that compounds.

Because every query flows through one gateway, VarGate turns the by-products of normal AI use into durable advantages.

⬡ AI FinOps

See, control and forecast every dollar of AI spend

Today AI cost is a black box. VarGate turns it into a managed budget line you can govern and optimize.

  • Per-team budgets and quotas stop runaway spend before it happens.
  • Unified billing across all providers — one invoice, one format.
  • Cost attribution shows which team, project or workflow drives spend.
  • Model arbitrage routes cheap queries to cheaper models, automatically.
Engineering
$18.2k
Research
$12.9k
Support
$8.1k
Sales
$4.3k
Spend by team · this month▾ 31% vs. ungoverned
query "vendor SOC2 process"cached · 0 tokens
query "DPDP cross-border rules"cached · 0 tokens
query "new: Q3 margin model"fresh · 4.2k tokens
2 of 3 answered from the shared knowledge base
⬡ Shared knowledge

Research once, reuse forever

The biggest hidden waste in AI usage is re-asking questions already answered. VarGate captures the answer the first time.

  • Every result is captured and made reusable org-wide.
  • The next person gets the existing answer instantly.
  • Institutional knowledge compounds instead of evaporating.
  • New joiners tap a growing, searchable body of answers.
⬡ Skill maps

Automatic skill maps & work-style insight

Because every query flows through one gateway, VarGate reveals how your organization actually works — without a single survey.

  • A living skill map of which teams and people are deep in which domains.
  • Surface work-style patterns — who researches, codes, drafts, analyzes.
  • Spot emerging expertise and skill gaps early.
  • Identify internal experts so people find the right colleague.
Security · 14 expertsBackend · 22Data/ML · 9Compliance · 6Frontend · 17DevOps · 11Product · 8
Generated automatically as a by-product of normal AI use
alex@ · code reviewwithin policy
svc-bot · 9,400 req/minthrottled
jordan@ · upload PII setblocked
Company resources, used only for company purposes
⬡ Token control

Prevent misuse of company AI tokens

Company AI credentials are valuable and abusable. VarGate puts them firmly under control.

  • No raw keys in employees’ hands — access flows only through the gateway.
  • Rate limits and anomaly detection flag and stop abnormal usage.
  • Block off-policy use — prohibited data or disallowed models don’t go through.
  • Instant revocation for a person, team or workload.
The endless benefits list

One install, value across every team

Security, finance, knowledge, people and engineering — all governed from the same checkpoint.

Security & risk

  • Stops confidential data leaking into public models
  • Air-gapped & on-prem options
  • Redaction of PII, secrets & IP before egress
  • Central kill-switch for AI access
  • One hardened gateway vs. scattered integrations

Governance & compliance

  • Complete, verifiable audit trail
  • Data-residency & sovereignty controls
  • Supports DPDP, PDPL, GDPR-style accountability
  • Per-team policy enforcement
  • Evidence pack ready for auditors

Cost & FinOps

  • One unified bill across all providers
  • Per-team budgets, quotas & alerts
  • Cost attribution & chargeback
  • Automatic routing to cheapest fit model
  • Elimination of duplicate research spend

Knowledge & productivity

  • Organizational knowledge captured & reused
  • Faster answers — reuse beats re-research
  • Onboarding accelerated via shared answers
  • Internal expert discovery
  • Less context-switching, more flow

People & strategy

  • Automatic, always-current skill maps
  • Work-style & capability insights
  • Evidence-based staffing & training
  • Early detection of skill gaps
  • Spot emerging expertise

Engineering & ops

  • One API across Claude, GPT & open models
  • Swap or add models without rewiring
  • Governed infra for building agents
  • Agents governed as first-class users
  • Hosting & internal reselling in one format
Who uses it and how

One gateway, three ways to win

01

Enterprise model gateway

Give every team one governed endpoint to Claude, GPT and open models — with budgets, guardrails and full audit.

02

AI reselling & marketplace

Resell hosted model access internally or to a secondary market in one consistent billing format.

03

Agentic workflows in-tenant

Build and run AI agents on governed, in-tenant infrastructure — autonomy without exporting data.

How it deploys

Your environment, your rules

Pick the model that matches your security posture, residency mandate and ops appetite.

On-premises

Runs entirely in your own data centre, including fully air-gapped facilities with no external dependencies.

Best forDefence, government, highly regulated data

Private cloud

Deployed into your own VPC or sovereign cloud tenant, under your identity, network and data-residency controls.

Best forEnterprises with cloud-first, residency needs

Fully managed

VarIntel runs and operates the entire stack end to end, with agreed SLAs and a clear escalation path.

Best forTeams that want outcomes without ops overhead
Compliance & data-protection alignment

The controls modern data-protection laws require

Keep personal data in a controlled boundary, apply safeguards, and keep a provable audit trail — VarGate maps onto all three.

Law / frameworkRegionWhat it requiresHow VarGate helps
DPDP Act, 2023IndiaSecurity safeguards; restricted cross-border transfer; accountabilityIn-tenant keeps data in-country; redaction; full audit trail
PDPL (45/2021)UAEData protection, residency, breach preventionSovereign-tenant + air-gapped; egress control; logging
DIFC / ADGMUAE free zonesGDPR-style controls, accountabilityPer-team policy, redaction, verifiable records
PDPL + NCA ECC / SAMA CSFSaudi ArabiaData localization; cybersecurity controls; monitoringIn-Kingdom deployment; access control; audit trail
PDPL / PDPPLBahrain · Qatar · OmanSecurity safeguards, accountability, often localizationOn-prem/in-tenant; logging; redaction
GDPR & GDPR-styleEU / globalData minimization, residency, records of processingRedaction, data-residency controls, complete audit log
Alignment, not certification. VarGate provides the technical enablers of compliance; legal compliance remains your responsibility as the data controller. VarIntel’s sister product VarAudit (VA-03) is the dedicated AI compliance & audit platform when formal audit is the goal.
Why now

AI is already inside your organization

The only question is whether it’s governed. VarGate lets you say yes to AI and yes to control at the same time — production-grade from day one, built to be audited, with zero data egress.

Request a scoped pilot →
Weeks
to a pilot in your real environment
1 day
to a scoped pilot proposal back
Zero
data egress — evaluate what you deploy
3
deployment modes to match any posture
See it in motion

VarGate, the secure AI gateway

A short look at how every AI call is screened, governed and logged on its way to a model.

Put the checkpoint in your environment

What you evaluate in a pilot is what you deploy. Tell us what you protect or build, and get a scoped pilot within one business day.