Orchestrate your whole data platform and data — just by asking and as a team.
Shyft AI Hub is the conversational layer over the Shyft platform — Agents, Streamz, Analyzer, Store, and Search — and over your data wherever it lives: object stores, Splunk, Databricks, Snowflake, and more. Ask in plain English and the Hub coordinates it all: it plans the work, writes the query, runs it, and explains the result — with a confidence score on every step, the query shown before it runs, and your whole team in one shared, auditable thread.
The AI Hub orchestrates every Shyft component — and all your data.
You don't wire the pipeline by hand. Ask the Hub, and it coordinates Agents, Streamz, Analyzer, Store, and Search — and reaches your data wherever it lives, from object stores to Splunk, Databricks, and Snowflake.
↳ AND READS YOUR DATA WHEREVER IT LIVES
Five clear steps, every time.
A calm, predictable path from a plain-English question to a shared, trustworthy result.
Ask in plain English
No query language required. Describe what you want to know, the way you'd ask a teammate.
Shyft drafts the query
Your intent becomes a real, readable Shyft query — with a match score that shows how well it understood you.
dataset logs_paloalto | summarize Count=count()
You review with full context
See the exact query and how confident Shyft is — long before a single row is touched.
You approve, it runs
The human stays in the loop. One click executes the query — and the run is logged with its own ID.
Share, milestone, hand off
Bring the team in, mark what matters, and pass it on — with the full thread and context intact.
Type a question. Get a real query you can read and run.
Shyft translates intent into the Shyft query language and shows you exactly what it will execute — always transparent. You review, then press Run.
Reads your schema
Resolves datasets, fields, and time windows from the question itself.
Shows the generated query
A match score tells you how well it understood, before a single row is touched.
Run, or open in Search
Execute inline for a quick preview, or hand off to the full Search workspace.
dataset logs_paloalto | summarize Count=count()
When it's unsure, it asks first.
Every answer wears its confidence openly. When Shyft needs a little more to be sure, it says so plainly and asks for exactly what it needs — so you always know where things stand.
Confidence on every answer
A clear score — 30%, 98%, 100% — sets expectations right up front.
Friendly flags, early
If a dependable query needs one more detail, Shyft surfaces it right away.
Clarifications, not assumptions
It asks one precise question, so the answer is exactly what you meant.
One field would let me build a precise count query for 'logs_paloalto'.
Every step on the record, and easy to revisit.
Each run is a tracked execution with an action, a unique ID, and a linked search job you can open. Everything's on the record — and Shyft explains, in plain English, what each query did.
System execution log
Action, status, and a UUID for every run — completed work traces back to its source.
Inspect the search job
Jump straight from the thread to the underlying job in Search.
Milestones & drafts
Mark key moments and save drafts to return to — the investigation remembers.
One thread. Your whole team, with the right access.
Investigations are shared, live spaces. Bring colleagues in as Editors who can chat and run actions, or Viewers with read-only access — the owner stays in control.
Editor & Viewer roles
Editors chat and run actions; Viewers observe. Access granted per conversation.
Live presence
See who's in the thread in real time — just you, or your team right beside you.
Share & hand off
Pass a full, contextual investigation to the next analyst, with nothing lost.
See how teams work together.
Two real investigations — a security alert and a latency spike — where people and Shyft work the data side by side.
SECURITY
Contain a brute-force alert
OBSERVABILITY
Trace a latency spike
Powerful, and trustworthy.
Powerful AI for your data — thoughtful at every step.
Ask in plain English, see the query, keep the human in the loop, and investigate as a team. Schedule a demo to see Shyft AI Hub on your own data.