AI solutions boutique · Data + DevOps + LLMOps · Security · Healthcare · B2B & B2C

Data, your fuel.
DevOps, our forge.

We build AI agents that hold under load. From raw data pipelines to inference in production: scoping sprint, the forge, run & monitoring — plus the exclusive agentic systems architect mandate.

Book a 30-min technical audit → Explore the 3 pillars
12
agents in prod · 4 clients
99.94%
avg. uptime · 12 months
4–12 wks
POC → scoped prod

Battle-tested DevOps & Data methodology — banking, healthcare, retail, industry (NDAs respected).

⌖ forge · live render
02 — Forge cycle

Three pillars. One AI boutique.

From raw data to production inference: a continuous cycle to industrialise your AI agents — not a list of disconnected gigs.

── 01
scoping-sprint

Scoping Sprint

A safe entry point. We audit your data, qualify the infrastructure, settle the local-vs-cloud trade-off — and ship an actionable target architecture.

  • 01 Data + infra diagnostic (governance, quality, critical debt)
  • 02 Sovereignty trade-off: local LLM (Mistral, Llama) vs. cloud provider
  • 03 Technical feasibility study + documented target architecture
  • 04 Working prototype within 4 weeks, on a shared-effort POC basis
Start a diagnostic
4 wks
POC validated · shared effort
core stack
AuditADRMistralVertex AI
── 02
the-forge

The Forge

The heart of the boutique. We deploy the agent wired into your stack: data pipelines, RAG, containerisation, vector DBs, IAM. Not code-by-the-hour — an autonomous system.

  • 01 Local: Kubernetes, private GPUs, pgvector / Qdrant, inference tuning
  • 02 Cloud: managed ETL/ELT, Vault / IAM, multi-agent orchestration (LangGraph, MCP)
  • 03 Business integrations: critical APIs, internal tools, control panels
  • 04 Reproducible CI/CD, runbooks, ADR, team enablement
Enter the forge
12 wks
scoped go-live
core stack
KubernetesLangGraphMCPpgvector
── 03
supervision-workshop

Run & Monitoring

We bring DevOps rigour to the LLM world. Latency, drift, token cost — every signal is measured, alerted, mastered. No app dies in production on our watch.

  • 01 Full observability stack: Grafana, Prometheus, OpenTelemetry, Loki
  • 02 Prompt-drift detection + continuous regression-set scoring
  • 03 Actionable alerting, business SLO/SLI, versioned post-mortems
  • 04 Fine-grained token usage and inference cost optimisation
Secure my stack
−85%
detection time (vs. baseline)
core stack
GrafanaOpenTelemetryLokiPrometheus
Exclusive offer · AI boutique

Agentic Systems Architect.

Beyond the POC: a dedicated mandate to design, govern and operate your AI agent fleet in production. One person owns the target architecture — data, DevOps, security, observability — from scoping sprint to scale-out.

  • A. Continuous engagement, 3 to 9 months — dedicated availability, no shared slot
  • B. Battle-tested method: banking, healthcare, retail, industry (NDAs respected)
  • C. Monthly architecture committee + LLMOps roadmap versioned in your repo
  • D. Continuous knowledge transfer — your teams become autonomous
wires the 3 pillars
→ Scoping Sprint → The Forge → Run & Monitoring
Book a 30-min audit →

First call free. We qualify together whether the stakes warrant a mandate.

03 — Workshop

Three pieces shipped from the boutique.

Numbers from real client projects (logs, SLO, post-mortems). No fluff metrics.

the forge ↗
−74%
false positives · 3 months · steady volume
Retail · 800k orders/yr

Fraud agent on pipelines + RAG, false-positives cut 4×.

Vertex AI · Gemini · BigQuery · pgvector
run & monitoring ↗
8 min
avg. MTTR
Fintech · 12 micro-services

Unified LLMOps stack, MTTR from 47 min to 8 min on critical agents.

Grafana · Loki · OpenTelemetry
scoping sprint ↗
12 wks
POC → scoped prod
Industry · sovereignty trade-off

Local-vs-cloud scoping, on-prem Mistral prototype industrialised in 12 weeks (NDA).

Mistral · Kubernetes · Vault
04 — Forge a project

Tell us what to
forge.

We reply within one business day. First call free, 30 min, we dig into your problem — not ours.

✉ contact@rustyclab.com
◆ AI boutique · security · healthcare · B2B & B2C · NDAs respected
◷ Clients in France & internationally — POCs shipped to production
What brings you