Deterministic AI Coworkers everywhere you work, 24/7

Get numerically + contextually accurate insights in your browser, Slack or Teams, or MCP — the answer, the why, the next step, and the finished .pptx.

app.salesforce.com/reports/west-region
Salesforce · West Region — Q3 Report
$4.2MRevenue
128Closed
22%Win rate
Kaiya Browser
Why did revenue drop in the West last quarter?
Renewal slip46%
Coverage gap33%
Discount creep21%
  • Down 8.2% QoQ
  • Pull forward 3 deals
PPTX
West_QBR_brief.pptx
cited
Acme Corp
Channels
# revops
# pipeline
# finance
# west-region
Direct messages
Amanda
Kaiya
# revops
A
Amanda9:02 AM
Kaiya9:02 AM
Enterprise renewal slip (Q-end)46%
Rep coverage gap, 2 territories33%
  • Down 8.2% QoQ — renewal slip is 46% of it
PPTX
West_QBR_brief.pptx
claude · tellius-mcp

# viz — quarterly revenue, West
▆ ▇ ▃ █ ▅ ▄ ▂

# key drivers
renewal slip   46% ████████▌
coverage gap  33% ██████
discount creep 21% ███▊

# insight
 - West revenue down 8.2% QoQ
 - one enterprise renewal slipped past quarter-end
 - recovery: pull forward 3 deals, re-sequence 2 terr.

✓ artifact: West_QBR_brief.pptx
InsightsReportsCatalogSupport
Why did revenue drop in the West last quarter?
Enterprise renewal slip (Q-end)46%
Rep coverage gap, 2 territories33%
  • Embedded in Acme's portal — every viewer sees only their data
  • Recovery: pull forward 3 deals, re-sequence 2 territories
PPTX
West_QBR_brief.pptx
white-labeled · governed
Kaiya Mission · scheduled · API
Mission: Why did revenue drop in the West?  — runs Mondays 7am
Enterprise renewal slip (Q-end)46%
Rep coverage gap, 2 territories33%
  • Delivered before the meeting via API + email
  • Recovery: pull forward 3 deals, re-sequence 2 territories
PPTX
West_QBR_brief.pptx
→ CFO + #finance
Trusted by the world’s most innovative teams
What you get

Relevant, domain-grounded insights and finished work at your fingertips

Not a dashboard to interpret. Not a number to chase. The answer, the why, and the next move — a brief, a deck, a document — sourced, formatted, and ready to send. The last mile is done for you.
Other tools send

A chart to interpret

An insight pushed to where you work — and the rest of the job left to you.

You still interpret it, pull the numbers, build the deck, and write the recommendation.

Kaiya ships

Finished work, ready to send

The chart, the why, and the next move — assembled in your template, every figure traceable.

Recovery plan — next move
W1W2W3W4 Re-sequence 2 territories
Pull forward 3 deals
Add coverage, SW
West Region QBR — Decision Brief
  • Revenue down 8.2% QoQ, driven by one renewal slip src: Snowflake
  • Recommended next move: pull-forward 3 deals src: CRM
PPTX
West_QBR_brief.pptx
West Region QBR
Q3 · Decision Brief
Executive Summary
Revenue Trend
Driver Breakdown
Recovery Plan
Recommendation
+$1.4Mrecover
3 wksplan
Kaiya Everywhere

Headless intelligence layer

Get the same governed answer wherever the question comes up — across five surfaces, all powered by one context + reasoning layer.

Why Tellius Everywhere?

Finished work
The answer, the why, and the next move — not a chart to puzzle over.
Grounded in your business
Your definitions and data — structured and unstructured. Math you can trust.
Everywhere you work
Browser, Slack & Teams, your agents, your apps.
No more tab switching

Ask on any page, answer in place

A persistent Kaiya side panel on any web page — Salesforce, Veeva, a portal, a web spreadsheet — so the analysis comes to the work, instead of you leaving the work to go find it.

  • Open with ⌘ Shift K; Kaiya detects what's on screen and auto-selects the right Business View.
  • Highlight any number to ask about it — the selection becomes context.
  • Inherits your Tellius session over SSO — no separate login. Full Kaiya in the panel: Deep Insights, Missions, one-click PPTX export.
⟵ ⟶ ⟳ app.salesforce.com/reports/west-region
Kaiya
West down 8.2% — renewal slip is 46% of it. Want the brief?

@Kaiya, right in the thread

DM or @mention Kaiya in any channel and trigger Missions with a slash command. Answers return a finished .pptx, and scheduled briefings drop a deck right in the channel.

  • @A data-source picker that persists through the conversation.
  • Context-carrying follow-ups — "now break that down by product" just works.
  • Thumbs feedback and a "View in Tellius" deep link on every answer.
# revops  ·  Kaiya is working…
A @Kaiya why did West revenue drop last quarter?
1 Connecting to Snowflake + Salesforce
2 Reading 1,240 call notes (unstructured)
3 Decomposing variance · 847 dimensions
4 Testing 312 hypotheses
5 Ranking drivers by impact
6 Drafting the brief in your template
7 Posting West_QBR_brief.pptx to #revops
PPTX
West_QBR_brief.pptx
posted to #revops · cited

A governed tool your agents can call

Point any MCP client — Claude, Cursor, your own agent — at the Tellius MCP server, over an open standard. You get correct, reasoned answers inside the tools your team already runs.

  • The same governed reasoning becomes a callable tool.
  • Your definitions and row-level security travel with every call.
  • Returns grounded, traceable results your agent can ship — not raw rows.
claude · mcp client

# running…
# returns →
{ drivers: [...], citations: 7,
  artifact: "brief.pptx" }
✓ grounded · governed

Ship governed answers inside your product

Publish Kaiya Apps into your own product or partner portal — distribution becomes a setting, not a project, and every viewer sees only their data.

  • iFrame, SDK, or white-label — with version pinning and signed/unsigned URLs.
  • A public-access toggle for external partners.
  • In-app Kaiya chat that hands users finished, sourced answers in context.
InsightsReports
Embedded · Kaiya App
◆ Ask Kaiya about this view…

Finished work, on a schedule or on call

Build apps conversationally and deliver finished work programmatically and on a cadence — answers waiting before you ask.

  • Missions run on a recurrence and email a finished PPTX/PDF/DOCX before the meeting.
  • Build governed Apps in natural language — no Streamlit code, no YAML.
  • {}APIs push finished work into your own pipelines and products.
Kaiya Missions · 3 active
PPTX
Weekly Revenue Briefing
Mondays 7am → CFO + #finance
PPTX
Churn Risk Monitor
Daily 6am · 3 alerts this week
DOCX
Pipeline Health Check
Fridays 4pm · next run tomorrow
How it works

It knows what your numbers mean, reasoning over all your enterprise data

Every surface is a window onto one governed definition of your business — defined once, reused everywhere
Browser Extension
side panel on any web page
Slack & Teams
@Kaiya in your channels
MCP
any agent calls it as a tool
Embed
iFrame · SDK · white-label
Apps
shippable governed apps
all powered by one governed context + reasoning layer

Context + reasoning layer

one shared, governed definition of your business

Declared

metric defs · Business Views · governance · ontology

Derived

memory · learned patterns · past decisions
Grounded in all your structured & unstructured data
Call transcripts
PDFs & docs
dbt · Atlan
Trustworthy

Right, provable, and smarter every time

Unlike a stateless copilot bolted onto a warehouse, Kaiya carries your governed context everywhere it goes
Right
A deterministic engine does the math. Same question, same answer — no model guessing on your schema or your numbers.
⌕ "Why did NRx drop in the SW?"
parse: NRxSWlast qtr
map → IQVIA · CRM region · calendar
resolve metric: NRx = governed def v4
deterministic compute · no LLM math
NRx −8.2% · renewal slip leads (46%)
Provable
Hover any number to see its source, method, and definition — including every figure in the finished work.
West revenue −8.2% QoQ SQL
Driver: renewal slip 3 sources
Structured · querySELECT SUM(rev) FROM fct_revenue WHERE region='West' AND qtr='Q3'
Unstructured · documentsQBR_notes.pdf · gong_call_412.txt · renewals_log.csv
Compounds
Every decision writes to memory, so the next question starts smarter. Governance is identical on every surface.
⌕ "How's my region doing?"
memory: you = NE rep → region = Northeast
your product = Brand X (last 12 asks)
format: your brand colors · concise
tone: exec summary · ≤ 1 page
6 KPIs vs plan · 3 territories
NE · Brand X +4% vs plan, 1 risk flag
SOC 2 Type II
HIPAA
SSO / SAML
Row-Level Security
Auditable by Design
Proof

Decisions in hours, not days

88%
"We get the analysis in a fraction of the time it used to take — and it comes back ready to act on, not something the team still has to clean up, reformat, and re-check before anyone can use it."
Pharma · commercial ops
2 weeks → minutes
"We can just ask data questions and get answers ourselves — a dynamic data conversation versus ad hoc requests back and forth."
CPG · category development
days → hours
"Reporting that used to take days now lands in hours, already in the format we actually present — so the team spends its time on the decision instead of assembling the deck."
FP&A · finance

Put a 24/7 AI coworker everywhere you work

Connect your data, ask your first question, and get finished work back — grounded in your business.
Try Tellius →
West Region QBR — ready
  • Revenue down 8.2% QoQ — renewal slip is 46%
  • Next move: pull forward 3 deals, re-sequence 2 territories
PPTX
West_QBR_brief.pptx
For developers

Built to plug in, on the standards you already use

MCP server
REST APIs
Embedding SDK
iFrame & white-label
SSO & signed URLs
Row-level security
Read the docs →
# Connect any MCP client to Tellius
mcp add tellius --url https://mcp.tellius.com

tellius.investigate(
  question="Why did NRx drop in the SW?",
  business_view="field_governed"
)
# → ranked drivers, citations, brief.pptx
KEEP EXPLORING

More on Kaiya Everywhere

RELEASE
Finished work
The full Kaiya Everywhere release — browser, Slack, Teams, and MCP, backed by a governed context + reasoning layer.
Read the release →
platform
AI Agents by Tellius
How purpose-built Kaiya agents automate multi-step analysis, root cause, and finished outputs across your business.
Explore AI Agents →
Customer story
Novo Nordisk: 88% time savings with agentic analytics
How a commercial team replaced manual, multi-day analysis with answers delivered where the work happens.
Read the story →
Close