Parinita Pulse
Sovereign analytics with five-stage verified processing — every data point Chrysalis-certified.
Pulse is the sovereign analytics platform with five-stage verified data processing (Ingest → Transform → Analyze → Model → Output). Every stage produces outputs hashed to Chrysalis before the next stage begins — an unbroken chain of custody from raw source data to certified insight. Court-admissible, blockchain-certified data intelligence.
What it does
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Five-stage verified pipeline
Ingest → Transform → Analyze → Model → Output. Every stage hashes its output to Chrysalis. The next stage can't begin until the previous stage's hash is anchored.
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Sage — the analytics agent
Runs on Plane 1 Gaudi 3 and Plane 2 Blackwell. Natural-language analytics narration, anomaly detection, blockchain-anchored insight verification, automated reporting, trend forecasting.
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Conversational queries with receipts
"Why did Q3 revenue dip in Region 4?" → "Region 4 shows a 23% deviation from forecast. The underlying data carries Chrysalis certificate #CR-20260114-4471. Shall I run a root-cause investigation?"
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Built for regulated analytics
SEC 17a-4, FINRA, SOX, Basel III, HIPAA, FDA 21 CFR Part 11, ITAR, FedRAMP, CMMC — court-admissible proof for enforcement and FDA-submission-ready certified data lineage.
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No vendor manipulation possible
Every Sage insight is auditable on-chain with no possibility of vendor or insider manipulation of the underlying data. Databricks, Snowflake, and AWS Glue deliver capability; Pulse delivers proof.
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Reason for hard problems
Sage delegates to Thought via Chorus for analytical problems benefiting from multi-LRM deliberation — root-cause, causal inference, conflicting indicator reconciliation.
How it works
The five stages, with Chrysalis verification on every output:
- INGEST — raw data from databases, APIs, files, streaming feeds. SHA-256 hash of the raw dataset written to Chrysalis at ingestion timestamp. Sage validates schema, flags missing fields, recommends enrichment.
- TRANSFORM — ETL operations clean, normalize, structure the data. Every transformation rule and output hash recorded. Sage recommends optimal transformations and flags data-quality anomalies.
- ANALYZE — analytics queries and statistical models execute against verified data. Query parameters and output hashes recorded. Sage provides natural-language querying, anomaly detection, pattern recognition, root-cause analysis.
- MODEL — AI/ML models train on Chrysalis-verified datasets. Training-data hash, parameters, and model output hash recorded. Sage recommends architectures, monitors drift, triggers retraining.
- OUTPUT — final reports, dashboards, exports. Every output hash recorded with full lineage to source data.
The result: an unbroken chain of custody from raw source data to certified insight. Where Databricks, Snowflake, and AWS Glue deliver analytics capability but cannot deliver analytics proof, Pulse is a trust-first analytics architecture with Chrysalis verification, the Sage AI analytics agent, and sovereign infrastructure as foundational components.
When to use it
- Financial Services — SEC 17a-4, FINRA, SOX, Basel III where court-admissible proof for enforcement matters.
- Healthcare — HIPAA, FDA 21 CFR Part 11 where certified data lineage is required for FDA submission.
- Legal — e-discovery, evidence integrity.
- Government / Defense — ITAR, FedRAMP, CMMC on sovereign infrastructure.
- Enterprise AI / MLOps — verified ML training pipelines, model provenance.
What it isn’t
A general-purpose BI tool. Pulse is tuned for the case where the verifiability of an analytics output is itself the product. If your analytics consumers don’t need to defend the lineage of their numbers, a cheaper warehouse-plus-dashboard stack will do.
Related products
Part of the Parinita AI Edge
Bring Parinita Pulse into your stack.
Every Parinita product runs on the same 9-plane fabric across 101 edge POPs. Talk to us about a pilot, or see how the pieces fit together.