Lotus Libre Systems
One gateway for every model and agent in your company: routing, budgets, observability, access control and compliance. Hosted in your cloud, independent of any single vendor.
01The problem
Every team picks its own model, key and tool. Costs become unpredictable, data leaks become likely, and nobody can say which AI touched which customer.
of German companies using AI name unpredictable costs as a barrier; 66% name data protection.Bitkom, 2026 (opens in a new tab)
of large US companies have added cost checks to AI approvals; 43% run token budgets.KPMG Q3 2026 AI Pulse (opens in a new tab)
of European companies consider the country of origin of their AI vendor.Deloitte via DEV Community (opens in a new tab)
02What we build
One endpoint for all models, with routing by task, fallbacks, rate limits, PII redaction and per-team budgets.
Traces, cost per request, latency, quality evaluations and alerts — so you can see what every agent did and what it cost.
A shared retrieval layer over your knowledge with access rights, citations and freshness tracking.
Narrow agents coordinated with human approval on risky steps — not an autonomous black box.
Company login, role-based access and a tamper-evident record of AI actions for audits.
Inventory of AI systems, risk classification, Article 50 transparency, DPIA and DPA templates.
03How it works
Switch between cost-optimised and max-quality routing: spend, latency and model mix change in real time — the trade-off you control with a gateway.
Your corporate AI layer: LLM gateway, observability, budgets and routing across vendors.
Apps and agents call one gateway instead of vendors directly.
Each request goes to the cheapest model that meets its quality bar.
Every call is traced, costed and evaluated.
Budgets, policies and audit logs keep it within the rules.
04Packages & prices
from €1,200
per month
Growth €3,000 · Pro €6,000from €50,000
project
EU cloud or on-premisesfrom €5,000
2–4 weeks
Ideal first step for EU teamsAI in CRM from €8,000. Token costs are paid directly to providers or passed through transparently. This is not legal advice — we work alongside your counsel. Prices exclude VAT.
05Timeline
Which AI, which data, which risks.
Routing, budgets and logging live.
RAG service, agents, SSO, audit.
Evaluations, upgrades, cost reviews.
06FAQ
A single service your applications call instead of calling model vendors directly. It routes each request to the right model, enforces budgets and policies, redacts personal data and logs everything — and lets you change vendors without touching your apps.
Yes. We deploy in your cloud account, in an EU region, or on-premises, and use open-weight models where data must not leave your infrastructure.
You get an inventory of AI systems, a risk classification, transparency notices under Article 50 and an audit trail. High-risk obligations under Annex III apply from 2 December 2027 — the inventory tells you early whether they concern you.
No. The layer sits beside them. Your CRM, helpdesk and data platform stay; they simply call AI through one governed door.
Routing by task to the cheapest adequate model, caching, per-team budgets with hard caps, and a monthly cost report with concrete savings recommendations.
07Insights
How to build AI evals that catch failures before customers do: golden datasets, scoring methods, release gates, online monitoring — with example thresholds.
Why AI systems degrade after launch and how AI Ops prevents it: what to monitor, how to ship changes safely, an incident playbook and real retainer prices.
How an LLM gateway routes each request to the right model, caps token spend, adds fallbacks and logs every call — with a rollout plan and mistakes to avoid.
§Start
A 15-minute call. No slides. We map where AI pays off first, what it costs, and how fast it can be live.
or write to hello@lotuslibre.com