Barivia AB
Detect anomalies, reveal operating regimes, and monitor processes continuously. New understanding from the data that is already there.
There is structure in your data. Our platform brings it to light. Barivia AB builds a proprietary engine for process monitoring, anomaly detection, and structured data exploration.
From structured data (sensor streams, time series, spreadsheets, exports) operating modes, regime shifts, and anomalies emerge that standard tools cannot surface. The analysis toolkit goes beyond a single algorithm: variable projection, transition flow, cyclic decomposition, and regime classification work together.
The result: visual outputs and actionable insight. What the normal operating envelope looks like, when something deviates, and how regimes shift over time.
The map is not the territory.. though a better map changes everything you can do with it.
CSV, Excel, or any structured tabular format. No preprocessing or reformatting needed.
Your AI assistant connects to the Analytics Engine, which selects methods, tunes parameters, and walks through the process with you. Stay in control without needing to know the internals.
Interactive maps, cluster patterns, and plain-language summaries, ready within minutes.
Export results into your workflow, run deeper follow-ups, or share findings with your team.
The patterns are there. Standard tools may not see them. Here are the domains where we see the most potential.
Generation, distribution, and consumption data. Load patterns, anomaly detection.
High-frequency sensor streams. Operating modes, process monitoring, failure precursors.
Market regimes, cross-asset dynamics, temporal structure in price data.
Customer segmentation, operational patterns, behavioural analysis.
Weather patterns, seasonal cycles, spatial clustering in monitoring data.
Spectral signatures, classification, feature extraction from complex data.
When connected to live data streams, the platform monitors processes continuously. Trained on historical data, it projects new readings in real time and surfaces alerts the moment something shifts.
An alert surfaces the moment something deviates from normal behaviour.
Watch patterns form and shift as new data arrives, not after the fact.
Automated updates so your understanding stays current, not stale.
Production lines, energy grids, sensor fleets. Wherever data flows, continuous oversight follows.
Choose one dataset that matters. The platform runs a full cycle on your real data so you can evaluate the outputs, workflow, and fit before committing further.
Structured pilot from 40 000 SEK (excl. VAT) over three months: onboarding support, expert-led review of one agreed dataset, written deliverables, and team access for the period. Contact us to align scope.
Scope
One agreed dataset and use case, with clear read-outs
Deliverable
Maps, metrics, and a concise written summary
Timeline
Three months for the structured pilot package
Commitment
No lock-in. See the value first.
For Developers
The Barivia Analytics Engine brings anomaly detection, regime analysis, and process monitoring into any AI assistant as an MCP server. Human-in-the-loop for exploration, fully automated for continuous monitoring.
{
"mcpServers": {
"barivia-analytics": {
"command": "npx",
"args": ["-y", "@barivia/mcp"],
"env": {
"BARIVIA_API_KEY": "bv_your_key_here",
"BARIVIA_API_URL": "https://api.barivia.se"
}
}
}
}Add an MCP server that runs via npx against api.barivia.se with your API key. We send the exact package name and configuration when you start a pilot.
Upload your data and tell the AI what you're looking for. No code required.
The Analytics Engine trains, analyzes, and visualizes. Maps, regimes, and metrics emerge. Or run continuously: agents project new data and surface alerts automatically.
Works with
Start free, then scale as your needs grow. The same engine powers every tier; higher plans add capacity, collaboration, and the broadest analysis modes.
Try the platform at no cost
Free
Full analysis for growing datasets
2 080 SEK / month
Organisations needing full access and scale
4 180 SEK / month
Custom capacity, SLA, SSO
Custom
Analytics Engine
Proprietary platform for anomaly detection, regime classification, and pattern analysis. Built on published research, not off-the-shelf tools.
Performance
Optimized Julia core with GPU-ready paths. Large datasets finish in minutes, not hours.
Infrastructure
AWS compute, Cloudflare edge, PostgreSQL persistence. Production-grade from day one.
Data Security
Encrypted at rest, TLS in transit, per-tenant isolation. Your data never leaves your scope.
Subscription prices exclude VAT where applicable. Per seat unless stated otherwise.
Clarity from complexity. A platform you can run, not a process you have to buy each time.
References on request.
AWS, Cloudflare, PostgreSQL, Redis. Built for reliability and scale.
API key authentication, encrypted data at rest, per-tenant isolation. Your data stays yours.