Orchestration
Exogram + LlamaIndex
“Data framework. Not a data firewall.”
What LlamaIndex Does
- •LlamaIndex connects LLMs to external data through indexes, query engines, and retrieval pipelines.
- •Optimized for RAG and data-augmented generation.
- •Ensures agents have the right context. Does not ensure agents act on it safely.
What Exogram Does
- ▸Exogram governs actions agents take based on LlamaIndex-retrieved context.
- ▸Retrieved data can still produce harmful tool calls. The context was correct — the action was destructive.
- ▸Exogram validates the action, not the context. Both matter.
Key Differences
| Dimension | LlamaIndex | Exogram |
|---|---|---|
| Focus | Data retrieval | Action governance |
| What It Validates | Context quality | Action safety |
The Verdict
Use LlamaIndex for data retrieval. Use Exogram because good context doesn't prevent bad actions.
Interception Latency Benchmark
Unlike standard LLM-based guardrails that invoke external APIs on every single tool execution, Exogram compiles policies to execute in-memory inside the client runtime.
LlamaIndex (LLM / API Check)~220.00 ms
Exogram Authority Runtime (In-Memory Intercept)0.07 ms
Is LlamaIndex vulnerable to execution drift?
Run a static analysis on your LLM pipeline below.
STATIC ANALYSIS
Frequently Asked Questions
Does Exogram work in a RAG pipeline?
Yes. Exogram sits at the end of the pipeline — after retrieval, after reasoning, before execution. It's the final gate.