Agentic Rot & API Fragility
Third-party APIs change schemas, upstream ERP databases update column names, and custom agents suddenly throw unhandled exceptions or run in infinite loops.
Enterprise AI Site Reliability Engineering (AI SRE)
Your AI is in production. Who is keeping it alive?
AI is not traditional software. It drifts, hallucinates, breaks upstream connections, and bleeds cloud budget if left unattended. Eliama Agency provides 24/7 autonomous monitoring, cost-reduction engineering, and continuous modernization for enterprises with existing AI investments.
Five broken promises of early AI adoption.
Over 80% of organizations that adopted generative or predictive AI between 2023 and 2025 now sit on brittle, unmaintained technical debt. We solve it.
Model & Context Drift
Prompts that worked six months ago deliver degrading outputs as user behavior changes and foundation models receive unannounced backend updates.
Runaway Inference Bills
Multi-agent architectures generate redundant tokens, recursive reasoning loops, and zero-cache queries, causing monthly LLM bills to triple with no added value.
EU AI Act Non-Compliance
Models deployed in HR, credit scoring, supply chain triage, or industrial safety now face strict post-market monitoring, audit logging, and risk mitigation mandates.
Orphaned PoC Debt
The external boutique agency or internal contractor that built the custom pipeline left, leaving untyped, unmaintained code your IT team is afraid to touch.
SYMPTOM CHECKER
Is your existing AI showing these symptoms?
The Exploding Bill
Your inference and token costs climb every month, but user volume hasn't grown proportionally.
The Vanishing Contractor
Your prototype was delivered by a third-party developer, but no one on your internal team knows how to update the prompts or vector stores.
Silent Failures
Your agents hallucinate or fail silently on unexpected data schemas, and you find out only when an end-user files a complaint.
Regulatory Pressure
Your legal team is asking how your current AI infrastructure complies with European AI Act transparency and audit standards.
We take over the maintenance burden so your internal teams can focus on core business.
Three ways to engage.
Tier 1 — AI Health & Vulnerability Triage
One-time forensic audit · 2–3 weeks- Full latency, token cost, and hallucination benchmark
- Prompt injection & data leakage penetration test
- EU AI Act compliance gap analysis
- Architectural remediation roadmap
For companies feeling their AI is unreliable or too expensive, but unsure where the failure is.
Tier 2 — FloraCare 24/7 AI SRE
Managed operational retainer- Real-time agent monitoring via Eliama Yarrow
- Semantic caching to cut token costs by 40–60%
- Continuous synthetic evaluation & drift detection
- 15-minute response SLA on production agent failures
For enterprises with business-critical AI running in front of clients or core operational teams.
Tier 3 — Sovereign Modernization & Porting
Re-architecture & migration- Extraction from fragile wrapper scripts
- Re-grounding logic into the FloraOS Enterprise Ontology
- Migration off US clouds onto Kervalt bare metal for full data privacy
For organizations bringing shadow-AI or ungrounded prototypes up to enterprise-grade stability.
Eliama Yarrow. Self-healing agents for your AI.
CLIENT PRODUCTION AI
Custom LLMs, Legacy Agents, Multi-Vendor MicroservicesTelemetry Tap — OpenTelemetry / APIs
ELIAMA YARROW ENGINE
Drift & Accuracy
Hallucination flags
Embedding decay
Token & Latency Optimizers
Semantic caching (Redis / Qdrant)
Dynamic model-routing
AUTONOMOUS CIRCUIT BREAKERS — Kills infinite loops & recursive token spikes · Fallback to deterministic rules when models hallucinate · Daily cryptographic compliance ledger (EU AI Act)
Dynamic Model Tiering
Yarrow intercepts queries and automatically routes simple tasks to small, local models, only invoking high-cost frontier models when complex reasoning is genuinely required.
Deterministic Circuit Breakers
If an agent deviates from its designated policy bounds or begins looping, Yarrow arrests the process before it drains cloud credits or triggers faulty ERP writebacks.
Compliance Flight Recorder
Produces immutable, timestamped audit logs recording exact prompt-response chains, tool calls, and data sources for regulatory inspection.
SRE for AI, not just IT support.
Sovereignty First
We migrate your existing workloads off unvetted US endpoints directly into Kervalt's European bare-metal infrastructure.
True SRE, Not Just IT Support
We don't just restart servers; we tune temperature parameters, optimize context windows, compress vector indexes, and re-anchor retrieval pipelines.
Guaranteed Cost Reduction
In 9 out of 10 client environments, our semantic caching and model-routing optimizations save more on compute than the cost of our monthly retainer.
Three ways to start.
The Diagnostic Sprint
€7,500 – €15,000 flat feeA 14-day deep-dive audit of your existing AI codebase, latency profiles, token spend, security vulnerabilities, and compliance readiness.
FloraCare Monthly Retainer
€3,000 – €12,000 / monthTiered SLAs based on the number of production agents, including uptime monitoring, token optimization, prompt maintenance, and 24/7 incident response.
Rescue & Re-platforming
Scoped projectModernizing an unstable LangChain or custom AI prototype and porting it into a production-grade FloraOS or Kervalt architecture.