Architecture
Enterprise architecture, without enterprise complexity.
A layered platform that runs on ordinary Linux servers, keeps AI inside your walls and uses open standards throughout.
Experience · How people and systems use Marut
Web and mobileEmbedded and white-labelAsk Marut chat and voiceREST API and SDK
Consumption · Where decisions are made
DashboardsPixel-perfect reportsAlerts and inboxStory mode and exports
Intelligence · Where AI does the heavy lifting
Natural-language questionsRoot cause and auto-insightsForecast and what-ifDocument Q&A
Semantic · One definition of every number
Business modelMeasures and KPIsGlossary and synonymsRow-level security
Engineering · How data gets in, clean
Visual dataflowsFile upload and data entryData qualityWorkflow engine
Storage and compute · Fast, open and efficient
Columnar engineParquet lakehouseCache and pre-aggregationObject storage
Across every layer: single sign-on · roles and row security · audit · encryption · multi-tenancy · scheduler · monitoring
0.3 msto check a permission
~2 sfor a policy change to apply everywhere
No GPUneeded, even for OCR, AI search and speech
6open standards: SQL, Parquet, REST, OIDC, SAML, SCIM
Technical differentiators
Why IT teams like it
One decision engine
The same permission engine governs the interface, APIs, schedules, exports, AI and document search.
Offline AI on ordinary servers
OCR, embeddings, re-ranking and speech-to-text all run on CPU.
Measured AI quality
A built-in evaluation harness tracks retrieval accuracy and groundedness.
Safe rollout
Kill switches and shadow mode let you switch features on with confidence.
Built for operations
Separate web, report, dataflow and AI workers, a live System Monitor, admission control and memory caps.
Open by design
Open formats and standard interfaces, so your data is never locked in.
26 CONNECTORS, INCLUDING
SnowflakeBigQueryDatabricksPostgreSQLMySQLMongoDBClickHouseElasticsearchTrinoDuckDBOracleIBM Db2RedshiftSalesforceS3 & Azure Blob+ more
Want the full technical deck?
Write to sales@marutbi.com and we'll walk your architects through it.