Database Access

    Your data, out of the core and into your AI stack

    A governed, read-only replica of your operational data. Continuously synced, ready for your warehouse, BI and AI models. Query freely, never touch production.

    Governed data layer

    Production core

    Transactional

    →→
    ● SYNCED

    Read-only replica

    Analytics & AI

    SELECT * FROM loans WHERE par > 30;

    → 12,480 rows · zero load on production

    Database architecture
    The problem

    Analytical workloads break production cores.

    Running AI models and heavy analytics directly against a production core creates a problem: analytical queries compete with the transaction processing customers depend on. Under peak load, something has to give, and it's usually the customer experience.

    Database Access is the answer. A governed, continuously-synced read-only replica your analytics and AI teams can query freely, without ever touching the live transactional system.

    Read-only PostgreSQL replica

    A continuously synced, read-only copy of your production core banking database. Query freely without touching the live system.

    Near real-time sync

    Replication keeps the access layer current with production within seconds, so analytics and AI models work on data that reflects what's happening right now.

    Isolated from production load

    Analytical workloads run on the replica, not the transactional core. Heavy queries, model training and ad-hoc analysis never compete with customer transactions.

    Governed and auditable

    Role-scoped access, full query logging, and the same security posture as the core itself. Every query is attributable and reviewable.

    Open SQL access

    Standard PostgreSQL means your team uses the tools they already know: BI platforms, notebooks, ETL pipelines, ML frameworks, with no proprietary query layer to learn.

    Schema you can build on

    A structured, documented data model covering customers, accounts, transactions, loans, deposits, cards and events. Stable enough to build production pipelines against.

    What teams build on it

    One governed source of truth for every data workload.

    Analytics & business intelligence

    Power dashboards, regulatory reports and portfolio insight on live data. Finance, risk and ops teams query the same source of truth without waiting on overnight extracts.

    AI model training & inference

    Train credit, fraud and churn models on complete histories. Serve inference workloads against current data without throttling the production core.

    Data warehouse & lakehouse feeds

    Stream or batch-load into Snowflake, BigQuery, Databricks or your warehouse of choice using standard tooling. Database Access is the governed source.

    Compliance & audit queries

    Query any customer's complete history in minutes, not days. Respond to regulator requests and internal audits with confidence in the data.

    What it unlocks

    Outcomes you can only get when data is accessible and current.

    • Fraud models always see current transaction data, not last night's export
    • Credit engines train on complete 24-month histories without a data engineering project
    • Compliance can query any customer's complete history in minutes, not days
    • Product teams run experiments on real data without risking production
    • Every model operates on a single, governed source of truth, explainable and auditable
    Mountain landscape at sunset

    Stop waiting for your data.

    Stream your operational data into your warehouse, BI tools and AI models, without ever touching the production core.