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The OcientAIQ™ Unified Data Platform brings AI directly to petabyte-scale enterprise data so agents, analysts, and applications get trusted answers without moving data across fragmented systems.
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OcientAIQ™ Solutions deliver trusted, production-grade agentic AI outcomes described in the language of your industry, built for the scale your operations require.
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Founded in 2016, Ocient delivers trusted agentic AI solutions through OcientAIQ™, for the organizations that can't afford to get AI wrong.
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OCIENTAIQ™ FOR FINANCIAL SERVICES

Petabyte-scale AI and analytics for financial services

Trusted intelligence from the full resolution of your financial data, without sampling, without latency, and without infrastructure that can’t keep pace.

Financial services data is growing faster than the platforms built to analyze it.

The growth of data in financial services has created real opportunity – more personalized products, more accurate risk models, more dynamic pricing, and better regulatory compliance. But most platforms weren’t built to deliver on that opportunity at scale. Analysis slows under volume, costs spiral with data growth, and regulatory and compliance requirements demand the kind of full-fidelity retention and auditability that legacy architectures struggle to provide.

OcientAIQ™ is built for this. Petabyte-scale AI and analytics on the full resolution of your financial data, with every output governed, traceable, and defensible.

OcientAIQ financial services use cases
Automated data pipeline orchestration

Get continuously governed data pipelines with full auditability built in, no manual reconciliation, no staging overhead, no forced sampling. Data is AI-ready the moment it arrives, with lineage and quality preserved end to end.

Purpose-built for organizations operating at the data volumes of a credit bureau, exchange, or financial data aggregator, where data quality, lineage, and delivery speed are non-negotiable.

Fraud operations & detection

Cross-scheme fraud detection across multiple programs simultaneously to identify exploitation patterns that span product lines, geographies, and time horizons in a single query. OcientAIQ ingests and queries at the speed fraud actually moves so you can score every transaction before release against full transaction history with no approximations, no delayed batch processing.

Legacy & mainframe modernization

For financial data companies running mission-critical workloads on aging infrastructure, such as Netezza, mainframe, or legacy data warehouses approaching end-of-support, OcientAIQ provides a proven path to modern, cloud-ready analytics without the risk of business disruption.

OcientAIQ Solutions Delivery teams manage end-to-end migration from legacy systems to OcientAIQ on your cloud of choice with zero business disruption and no intensive customer resources required. Move compute-intensive mainframe batch workloads to OcientAIQ and eliminate the cost and operational burden of legacy infrastructure.

Security & threat intelligence

Fuse internal telemetry with external threat feeds at full fidelity, continuous, queryable, and traceable to source. Every finding defensible in front of compliance, legal, or regulatory review. Real-time correlation across security events, access logs, and network telemetry at petabyte scale to detect near real-time threats without sampling or windowing.

Trade and quote analysis

Analyze more historical data faster with SQL and machine learning. Store full resolution, real time historical tick data from the largest financial exchanges. Transform and load semi structured data in relational format in seconds.

Chicago sky

“I was really impressed with Ocient’s capabilities, particularly in data ingestion and partition tolerance both in terms of loss of a node but more so the recovery of lost data. Ocient has built an impressive solution backed by a very impressive team.”

Head of Technology for Data, Research & Index Products at a Chicago-Based Investment Research Firm

Ready to run AI and analytics on your financial services data?

OcientAIQ delivers petabyte-scale performance, governed data, and trusted outputs for the organizations that can’t afford AI that fails in production.