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CONVERSATIONAL OPERATIONAL INTELLIGENCE

See what matters.

Cernari is a conversational operational intelligence layer that sits on the data foundation you already have — Microsoft Fabric, Snowflake, Databricks or BigQuery. Ask your business what happened, why, and what needs attention next — from Teams, WhatsApp, or your private web assistant.

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Sits on Fabric · Snowflake · Databricks · BigQuery
Speaks via Teams · WhatsApp · Web
Built for Staffing · Logistics · Ops
FIVE PRIMITIVES

A platform of five quiet primitives.

Cernari does not replace your BI. It gives your BI a voice, a memory, and operational judgement. Each layer is composable — start with one, add the rest when you trust it.

01

Ask

Natural-language questions across your operational systems. Answers cite the source, the table and the last refresh.

Who started today?Why did margin drop in Rotterdam?
02

See

Patterns, anomalies, trends and quiet risks surfaced without being asked. Nothing dramatic — only what matters.

Sickness rising in Rotterdam.No-show concentrated in two recruiters.
03

Act

Move from insight to action: route to Teams, WhatsApp, or trigger a workflow. Human-in-the-loop where it counts.

Notify operations manager.Create a follow-up task.
04

Remember

Your business glossary, table definitions and tribal knowledge — turned into a queryable memory.

What does “arrived” mean?How is retention calculated?
05

Govern

Permissions, audit log, source citation, confidence score, data lineage. Enterprise-grade trust by default.

Show audit trail.Who has access to payroll?
THE VOICE

Sees more. Says less.

No dashboards to interpret. No exclamation marks. Just signal — sourced, timestamped, replayable. A morning feed that fits in one glance.

cernari://feed · workspace · acme-staffing live · today
08:14 17 employees started today. 3 no-shows. 2 missing transport, 1 missing housing. Workforce / Fabric Gold
08:22 Sickness in Rotterdam up 14% week-over-week. Cluster traced to two recruiters. HR / pattern detection
09:01 Night transport cost up +11% vs last 7-day average. Vendor: NightLogix. Transport / spend feed
09:48 Recruiter pattern detected: K. Vermeer delivers 31% lower 90-day attrition. Workforce / cohort
10:30 Margin in Venlo trending down 4 days in a row. Driver: increased agency hours. Margin / forecast
THE PLATFORM

Built on your data foundation. Speaks where work happens.

Cernari connects to the semantic model you already have — Microsoft Fabric, Snowflake, Databricks or BigQuery. ERP, ATS, payroll, planning, transport and housing systems flow into your warehouse. Cernari turns that foundation into an operational voice.

AFAS
Plan4Flex
Easyflex
Tigris
Workday
SAP
Oracle HCM
Logo
WhatsApp
Teams
Excel / SharePoint
CSV / SFTP
↓ Lakehouse · Semantic Model · Governance ↓
Microsoft Fabric
OneLake · Lakehouse · Semantic Model
Snowflake
Data Cloud · Cortex-compatible
Databricks
Lakehouse · Unity Catalog
Google BigQuery
Lakehouse · Dataform
AWS Redshift
Warehouse · Lake Formation
Custom Postgres / Trino
Bring your own warehouse
↓ Cernari Intelligence Layer ↓
CERNARI
Ask · See · Act · Remember · Govern
PHASE 01
Data Foundation
Integrate scattered systems into a modern lakehouse — Fabric, Snowflake, Databricks or BigQuery. Semantic model and governed pipelines.
PHASE 02
Decision Layer
Power BI, Tableau or Looker dashboards your team actually uses. Cleaned, modelled, accountable.
PHASE 03
Operational AI
Cernari makes your company conversational. Teams asks the question. Cernari answers.
WHERE CERNARI FITS

Different from the tools you already know.

Cernari occupies a category the existing tools don't quite cover. We respect the others — and explain plainly how we differ.

Glean
Enterprise search
They
Indexes documents, Slack, drives, wikis for retrieval.
Cernari
Operates on time-series operational data. Proactive signals, not on-demand search.
Hebbia
Knowledge agent
They
Multi-step research over unstructured knowledge.
Cernari
Continuously watches structured operational systems. Patterns and anomalies, not reports.
Snowflake Cortex
In-warehouse LLM
They
Building blocks for analysts inside Snowflake.
Cernari
Vertical product, ops-tuned, multi-platform — Fabric, Databricks, BigQuery or Snowflake.
Microsoft Copilot for Fabric
BI assistant
They
Conversational interface inside Power BI / Fabric.
Cernari
Cross-system memory, proactive layer, Teams + WhatsApp native, not tied to a workspace.
ThoughtSpot
Search-based BI
They
Search bar over a semantic model.
Cernari
Agent-based and proactive — Cernari surfaces what you would not have searched for.

Compatible alongside any of these — Cernari does not replace your search tool or BI Copilot. We add the proactive, cross-system, operational layer they don't.

PACKAGES

Three ways to start.

From a turnkey SaaS tenant to a fully isolated on-prem deployment. Every package includes the five primitives.

SaaS Cloud
Starter
For teams already on Fabric who want a fast conversational layer.
€1,000 / mo
FROM · ANNUAL CONTRACT
  • Hosted multi-tenant cloud
  • Up to 5 connected systems
  • Teams + WhatsApp + Web
  • Audit log + source citation
  • Email support
Start a pilot
Private Cloud
Dedicated tenant
Your data isolated. Your domain, your IDPs, your network.
€3,000 / mo
FROM · ENTERPRISE SLA
  • Dedicated isolated tenant
  • Unlimited connected systems
  • SSO / SCIM / role-based
  • Confidence score + lineage
  • Onboarding + quarterly review
Most chosen
On-prem / Hybrid
Sovereign
Air-gapped deployments, regulated industries, or sovereignty requirements.
Custom
SETUP · ANNUAL LICENSE
  • Customer-managed cluster
  • Air-gapped option
  • Custom data residency
  • Bring your own LLM
  • Dedicated SRE coverage
Talk to us

Discern what matters. From the first morning feed.

30-minute walkthrough on your Fabric workspace. We bring example questions. You bring the system you can't quite see.

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