Spend-governed AI adoption

Bring LLMs to your whole company — without losing control of the bill.

LinguaMater.AI pairs a spend-governed AI gateway with the services to roll it out, govern it, and scale it across every team.

Per-user & per-org budgets · two-stage warn → block · any currency, live FX · full audit trail.
Per-user & per-orgBudgets that actually stop spend
Warn → blockTwo-stage enforcement
160+ currenciesReporting with live FX
Audit-readyEvery metered call, logged
Products

Software that puts a meter on your AI.

Self-host or let us run it. Either way, your teams get the LLMs they need and your finance team gets guardrails.

LinguaMater Controller

A spend-governed gateway in front of any LLM API.

Drop the Controller between your people and your model providers. It authenticates each caller, enforces per-user and per-org limits, meters every request, and routes it through — so adoption scales while cost stays bounded.

  • Per-user & per-org spend limits
  • Two-stage warn → hard block
  • Live FX in 160+ currencies
  • Encrypted outbound API keys
  • OAuth & device-code login
  • Usage, audit & CSV export
  • Multi-tenant organizations
  • Self-serve client setup
Open the Controller Book a demo

Members

3 callers · monthly budget
18%
alex@acme.com · 0.36 / 2.00 EUR
61%
sam@acme.com · 1.22 / 2.00 EUR
96%
build-bot · 1.92 / 2.00 EUR · blocked soon
Services

Help at every step of your AI rollout.

From first use case to production inferencing, our team gets you live and keeps you in control.

AI Adoption Consultancy

Find where AI moves the needle, choose the right models, and build a pragmatic rollout plan with measurable outcomes and governance from day one.

Fine-tuning of Models

Adapt and fine-tune models to your domain, data and tone — for sharper accuracy, lower cost per task, and behaviour that fits your business.

On-prem & On-cloud Inferencing Infrastructure

Design and deliver the inferencing stack — on your premises or in your cloud — sized for performance, cost and compliance, and ready to scale.

Why LinguaMater.AI

Governance-first, so adoption doesn't stall.

Most AI pilots stall on one question: "what will this cost, and who's accountable?" We answer it on day one.

Bounded by design

Limits are enforced at the gateway, before each call — not reconciled after the invoice arrives.

Provider-agnostic

Works across the leading LLM providers and open models, so your teams use the best model for each task — with the right guardrails.

Enterprise-ready

Multi-tenant orgs, roles, encrypted keys, email verification and a complete audit trail out of the box.

Ready to adopt AI with guardrails?

See the Controller in action, or talk to us about a governed rollout for your teams.

Get started Open the Controller