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