Level 8

Integrator

Connects an LLM to real data with safety and cost guardrails.

Gate artefact: A production-deployed system + observability dashboard + cost model.

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Agnostic

0/14 live · 0 mapped artefacts

Vendor

0/21 live · 2 mapped artefacts

Industry

0/20 live · 0 mapped artefacts

Reference architecture for financial services - RAG over your knowledge base
soon
20 min · must · financial services
Reference architecture for healthcare - RAG over your knowledge base
soon
20 min · must · healthcare
Reference architecture for manufacturing - RAG over your knowledge base
soon
20 min · must · manufacturing
Reference architecture for retail and e-commerce - RAG over your knowledge base
soon
20 min · must · retail and e-commerce
Reference architecture for professional services - RAG over your knowledge base
soon
20 min · must · professional services
Reference architecture for construction - RAG over your knowledge base
soon
20 min · must · construction
Reference architecture for legal - RAG over your knowledge base
soon
20 min · must · legal
Reference architecture for education - RAG over your knowledge base
soon
20 min · must · education
Reference architecture for public sector - RAG over your knowledge base
soon
20 min · must · public sector
Reference architecture for small and mid-sized businesses - RAG over your knowledge base
soon
20 min · must · small and mid-sized businesses
Safety controls for financial services
soon
15 min · compete · financial services
Safety controls for healthcare
soon
15 min · compete · healthcare
Safety controls for manufacturing
soon
15 min · compete · manufacturing
Safety controls for retail and e-commerce
soon
15 min · compete · retail and e-commerce
Safety controls for professional services
soon
15 min · compete · professional services
Safety controls for construction
soon
15 min · compete · construction
Safety controls for legal
soon
15 min · compete · legal
Safety controls for education
soon
15 min · compete · education
Safety controls for public sector
soon
15 min · compete · public sector
Safety controls for small and mid-sized businesses
soon
15 min · compete · small and mid-sized businesses

Custom

2/2 live · 0 mapped artefacts

Agnostic

RAG architecture - retrieval-augmented generation end-to-end

Agents and tool loops - ReAct, planning, tool calling

LLM observability - logs, traces, prompt versions

Data plumbing - chunking, embedding pipelines

Safety controls - filters, jailbreak defence

Agent memory - short-term and long-term

Guardrails frameworks (GuardrailsAI, Llama Guard, Content Safety)

Vendor and model selection at the integration layer

When to self-host open-source models

Multi-agent orchestration (CrewAI, AutoGen, LangGraph)

Retrieval optimisation - rerankers, hybrid search, semantic cache

Cost and latency routing - model-router patterns

A2A - the agent-to-agent protocol

Post-training methods - SFT, DPO, RLHF, GRPO

Vendor

Production stack on Microsoft

Production stack on Google

Production stack on Anthropic

Production stack on OpenAI

Production stack on AWS

Production stack on Salesforce

Production stack on open-source

Safety stack on Microsoft

Safety stack on Google

Safety stack on Anthropic

Safety stack on OpenAI

Safety stack on AWS

Safety stack on Salesforce

Safety stack on open-source

What shipped on Microsoft this month

What shipped on Google this month

What shipped on Anthropic this month

What shipped on OpenAI this month

What shipped on AWS this month

What shipped on Salesforce this month

What shipped on open-source this month

Industry

Reference architecture for financial services - RAG over your knowledge base

Reference architecture for healthcare - RAG over your knowledge base

Reference architecture for manufacturing - RAG over your knowledge base

Reference architecture for retail and e-commerce - RAG over your knowledge base

Reference architecture for professional services - RAG over your knowledge base

Reference architecture for construction - RAG over your knowledge base

Reference architecture for legal - RAG over your knowledge base

Reference architecture for education - RAG over your knowledge base

Reference architecture for public sector - RAG over your knowledge base

Reference architecture for small and mid-sized businesses - RAG over your knowledge base

Safety controls for financial services

Safety controls for healthcare

Safety controls for manufacturing

Safety controls for retail and e-commerce

Safety controls for professional services

Safety controls for construction

Safety controls for legal

Safety controls for education

Safety controls for public sector

Safety controls for small and mid-sized businesses

Custom

Personalised L8 lesson for you

Bring your own L8 task - paste real work, get coached