ionic SI
The intelligence layer on the IONIC data lakehouse. Questions move through a pipeline of purpose-built stages, determining intent and accessing the right data, until a grounded, traceable answer is ready.
A question asked of IONIC SI passes through a pipeline of purpose-built capabilities before an answer is returned. Each stage has a defined role, and shared context, so nothing is lost between them.
Input & Context Rewrite
Rewrites each message into a complete, standalone question, so a vague follow-up like "were any other hosts affected?" carries all the context downstream stages need to act on.
Access & Guardrails
Screens every request against access and content policy before any work begins, allow or deny, with a logged reason. Requests that don't pass stop here.
Request Routing
Routes each request to the right path and sizes its complexity, so simple questions get fast answers and hard ones get the depth they need.
Reasoning & Orchestration
Runs the retrieval loop, deciding what to look up and what to do next until it has enough to answer, preserving the full action trace at every step.
Knowledge Retrieval
Finds the right tables across the lakehouse before a line of SQL is written, delivering a curated shortlist so queries hit the right data.
Query Generation & Repair
Writes and runs the query, and self-repairs on failure. After repeated failures it surfaces the problem honestly, no hallucinated answer, no silent fallback.
Shared State Management
The single shared context for every stage reads and writes, checkpointed continuously so an investigation resumes cleanly after any interruption.
Query Understanding
Input & Context Rewrite
Rewrites each message into a complete, standalone question, so a vague follow-up like "were any other hosts affected?" carries all the context downstream stages need to act on.
Safety Screening
Access & Guardrails
Screens every request against access and content policy before any work begins, allow or deny, with a logged reason. Requests that don't pass stop here.
Intent Classification
Request Routing
Routes each request to the right path and sizes its complexity, so simple questions get fast answers and hard ones get the depth they need.
Adaptive Planning
Reasoning & Orchestration
Runs the retrieval loop, deciding what to look up and what to do next until it has enough to answer, preserving the full action trace at every step.
Data Discovery
Knowledge Retrieval
Finds the right tables across the lakehouse before a line of SQL is written, delivering a curated shortlist so queries hit the right data.
SQL Generation & Execution
Query Generation & Repair
Writes and runs the query, and self-repairs on failure. After repeated failures it surfaces the problem honestly, no hallucinated answer, no silent fallback.
Shared Context
Shared State Management
The single shared context for every stage reads and writes, checkpointed continuously so an investigation resumes cleanly after any interruption.
Every stage has a shared context, checkpointed at each step. So an investigation resumes cleanly after any interruption, and operators always have one authoritative view of what the system knows and why.
Grounded answers, replayable reasoning, access enforced in the pipeline, and resilience that survives interruption. In a time-sensitive investigation, a transparent failure beats a confident wrong answer.
IONIC SI works because of what's beneath it: a data lakehouse that unifies structured and unstructured data across every domain under zero-trust security. One question can search across it all because the platform has already done the heavy lifting.
Mission Domains
Search & Query isn't tied to one kind of mission. Whatever data a domain runs on, analysts get to the answer the same way: fast, broad, and secure.
001
Detect, hunt, and counter threats across networks and endpoints.
002
Fuse network data into a single, analyst-ready picture for faster, more confident monitoring and remediation.
003
Unify data across every domain to support joint, multi-domain decisions at mission speed.
004
Fight Disconnected. Deliver full Zero Trust analytics directly to tactical operators in DDIL environments—no cloud round-trip required.
Tell us what your mission is up against, and we'll show you how IONIC and our engineers turn complex, multi-domain data into action you can trust.
