Unified Analytics
Transform fragmented data into a single source of truth for reliable, compliant analytics.
Free Readiness Assessment
A New Age of BI
When different teams define the same KPI in different ways,
decisions slow down and trust erodes. We implement
governed metrics infrastructure that:
Plug into your AI
Interact with your data directly via natural language to produce unique insights that would otherwise be missed
Use a single source of truth
Aligns dashboards, marketing reports, and AI workflows on consistent definitions
127.0.0.1:8000
Stay audit ready
Keeps your metrics auditable and version-controlled for HIPAA, SOC 2, SOX, and other compliance needs
audit-logger.ts
audit.config.json
export type AuditEvent = { userId: string; action: string; details?: Record<string, unknown>; timestamp: Date; }; export function logAuditEvent(userId: string, action: string, details: Record<string, unknown> = {}) : AuditEvent { const event: AuditEvent = { timestamp: new Date(), userId, action, details, }; console.log("AUDIT_LOG:", event); return event; } // ✅ Example usage logAuditEvent("user-123", "LOGIN_SUCCESS", { ip: "127.0.0.1" })
{
"retentionDays": 90,
"storage": "encrypted-database",
"alerts": ["suspicious_login", "data_export"],
"compliance": "ISO27001"
}Require less work
Reduces SQL written by up to 70% with AI-assisted, human-governed Malloy models
Is this you?
Data confusion
You have multiple teams writing slightly different SQL to answer the same question.
Restricted by tools
You’ve outgrown Looker and need auditability, extensibility, and developer trust
Messy KPI definitions
Your metric definitions live in Notion, Looker, or someone’s head
No single source of truth
Dashboards, AI agents, and analysts aren’t aligned on the same truth.
Data confusion
You have multiple teams writing slightly different SQL to answer the same question.
Restricted by tools
You’ve outgrown Looker and need auditability, extensibility, and developer trust
Messy KPI definitions
Your metric definitions live in Notion, Looker, or someone’s head
No single source of truth
Dashboards, AI agents, and analysts aren’t aligned on the same truth.
Data confusion
You have multiple teams writing slightly different SQL to answer the same question.
Restricted by tools
You’ve outgrown Looker and need auditability, extensibility, and developer trust
Messy KPI definitions
Your metric definitions live in Notion, Looker, or someone’s head
No single source of truth
Dashboards, AI agents, and analysts aren’t aligned on the same truth.
Data confusion
You have multiple teams writing slightly different SQL to answer the same question.
Restricted by tools
You’ve outgrown Looker and need auditability, extensibility, and developer trust
Messy KPI definitions
Your metric definitions live in Notion, Looker, or someone’s head
No single source of truth
Dashboards, AI agents, and analysts aren’t aligned on the same truth.
Who we work with:
Data & Analytics Teams
Who are outgrowing Looker or Power BI.
AI/ML Platform Teams
Who are building LLM-powered analytics workflow.
Healthtech, Fintech, & SaaS
Who are aligning reporting and governance.
Growth-stage startups
Who are modernizing their semantic and dbt layers.
Why Cohesion Labs?
Specialists in complex data modeling and metric governance
Trusted Partner
partner
Expertise
