Platform
Quarrio CoDEM
Deterministic AI that translates plain English into verified database queries across enterprise structured and semi-structured data sources - delivering instant, 100% accurate, auditable operational intelligence
From the architects of the industry
Instant Answers
ASK AGENT
Conversational query interface
Any structured data source
2 second response with full SQL audit trail
Real-Time Alerts
WATCH AGENT
Real-time KPI monitoring and alerts
Red/Yellow/Green threshold tracking.
Notify when metrics breach limits
Workflow Automation
WORK AGENT
Automate corrective actions across multiple systems
Execute workflows based on deterministic triggers with full audit logs
Build on CoDEM
100% Deterministic Accuracy
No hallucinations, no guessing
Same input = same output
Every answer verified against source data
If data exists, it retrieves it. If not, it says so.
Technical Differentiators
Semantic Comprehension
Learns industry, company, and team-specific language. Unified namespace identifies items across systems.
Security and Privacy Built-In
PCII-DSC and SOC 2 compliant. Data never leaves your perimeter.
In-Place Querying, No Transformations
No data movement, connects to enterprise applications, warehouses, datalakes
JDBC-Compatible
Connects to SQL, NoSQL, Salesforce, SAP, Oracle, Workday, MS Dynamics
Cost Effective
Runs efficiently on CPUs and GPUs, no need for data center build
Hardware Agnostic
Deploy mission critical AI on existing infrastructure today
Deploy Now
Quarrio provides enterprises a trustworthy deterministic AI layer that delivers 100% accurate, fully auditable answers from live systems in seconds - without requiring GPUs, data movement, or security compromises.
Implement your Quarrio solution in 4–6 weeks and start executing faster than competitors today.
The Agentic AI Catalyst
Salesforce executives now acknowledge probabilistic agents require deterministic foundations.
As autonomous AI systems execute transactions and workflows, enterprises cannot tolerate probability-driven guesswork.
Quarrio provides the trusted execution layer.
Security & Privacy First
Deployed inside your security perimeter so data and user queries never leave your environment; Quarrio runs as a container, consuming your existing IAM, roles, and SSO
Honors all native permissions from your CRM, ERP, and data warehouse so every user only sees what they are authorized to see, with no new shadow access paths
100% deterministic, auditable answers with full SQL trails for every query, enabling compliance, risk, and audit teams to independently verify results
PCII‑DSC and SOC 2 compliant, encrypting data in transit and at rest while keeping all customer data and prompts out of public or shared AI models
100% Accuracy, Full Auditability, Real ROI
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