The AI Data Analystyou can trust, control, and scale.
Presight is the AI Analyst that runs on your verified metrics. Zero hallucinations, full governance, enterprise-scale deployment.
Helping enterprises running on
Enterprise AI Analytics requires more than just LLM.
One-off GPT usage risks trust, compliance and cannot scale.
Hallucinations Break Trust
Black-box AI often invents metrics or fabricates logic. Teams see different numbers for the same question. Over time, confidence in both the AI and the data erodes, creating more doubt than clarity.
Governance Bottlenecks
Manual reviews and IT queues slow every request. Business users wait days for answers while decisions pile up. Instead of unlocking speed, AI ends up introducing new friction into workflows.
Pilots Fail to Scale
AI pilots often look promising in isolation but stall at proof-of-concept. Without governance and integration, insights remain siloed. Enterprise teams struggle to roll out solutions beyond small test groups.
Meet the only AI Analyst that runs within your governance.
Presight answers questions only from governed data and verified metrics, never free-handing logic.
Controllable
Runs only on verified metrics and policies, zero hallucinations.
Governable
Applies strict access control with full lineage and audits.
Zero-Training
Works instantly with no need for training or data reuse.
Scalable
Elastic and warehouse-native, built to handle scale.
The AI Data Analyst
Full-depth Research Generation
Full-depth Research Generation
Long-form, analyst-grade reports on demand.
Deep Reasoning, Per Query
Understand the why, not just the what behind every movement, for every metrics.
Instant, Accurate, Verifiable Answers
Natural-language questions turn into verified, chart-ready results in seconds.
Zero-halluciation AI
Answers generated only from certified data definitions; no hallucinated SQL.
Presight never freehands SQL or invents numbers. Every answer is anchored to your verified definitions, ensuring KPIs like revenue, churn, or LTV always calculate the same way across finance, ops, and product. This eliminates hallucinations and improve trust.
Policy-Aware Reasoning
Respects access policies, masks PII, and enforces aggregates in real time.
Presight respects your access controls on every question: automatically masks PII, applies row- and column-level security to each user. These checks aren’t afterthoughts—they’re built into how the AI generates results, so compliance is guaranteed without adding manual reviews.
See your questions answered on your real data.
Bring your questions. We will run them on verified metrics and show the output as live widgets.
BI Service Time
Months ➜ Minutes
Implemetation Time
3 days
Self-service Scale
1,000+ govern users
Advanced Insights
Go beyond traditional BI with change analysis and user journeys.
Automated Insights
Anomaly Detection
Spot unusual movements as they happen.
Driver analysis
Understand which factors moved the metric.
Next steps
Suggest the next best question or action to take.
Behavior Analytics
Behavior analytics, built in
Funnels, cohorts, paths, and retention on governed data.
Unified journeys
Stitch actions across apps and channels into a single view of each user or account.
No new pipelines
No new event streams required. Presight analyzes directly on your warehouse data.
Go beyond dashboards with advanced insights.
Run insights and start seeing your business with full clarity.
The BI Foundation
Fine-grained access + lineage audit for every query
Semantic Layer
No-code data definitions
Define metrics and dimensions using familiar Excel-like formulas.
Every business user can build custom metrics in seconds without needing SQL. This lowers the barrier to self-service analytics while queries still run at data warehouse scale. The result is speed, consistency, and flexibility across your team.
Data Catalog
Single source of truth
Embed definitions everywhere so teams never lose track of what numbers mean.
With one hover, anyone can see how a metric is defined. A flexible catalog lets you add tags, set access controls, and balance company-wide structure with user-level customization. The result is clarity for everyone, without slowing them down.
Enterprise-Grade Access Control
Fine-grained security
Enforce role-based, row-level, and column-level security across all queries.
Sensitive data stays protected with access controls that adapt to your org’s needs. From executives to analysts, each person only sees the data they’re meant to. Compliance and audit trails are built-in, making governance effortless.
Map your core metrics in 30 minutes.
We will convert your top KPIs into verified definitions that Presight enforces everywhere.
Collaboration made native.
Go beyond static and reactive dashboards. Insights on Presight are natural, inviting, and collaborative.
Notion-like Doc
A living document where writing and analysis sit side by side, while BI widgets update in real-time as data refreshes.
Real-time Co-edit
Multi-user editing empowering analysts and business users to work together for maximum impact.
Comment & Shares
Inline mentions, flexible sharing with enforced access so that collaboration stays flexible yet secure.
Designed to work with your architecture
Deploy Presight in your VPC or on-prem. Connect directly to your data warehouse. No data movement. No new silos.
Security & Compliance
You get row- and column-level security on every query and chart. Only the right people see the right data.
Use Presight Cloud, deploy in your private cloud, or on your premise. Your data always stays in your own control.
We never use your data to train AI models. What’s yours stays yours.
All data is encrypted in transit and at rest, with SOC 2–compliant controls. Peace of mind, built in.
Customer Stories
See how Presight accelerated BI value to customers with diverse data stacks and needs
Metub accelerated their data platform value to all stakeholders.
Company-wide access to Presight, reduced dashboarding and reporting activities from 2-4 weeks down to 1-2 days.Truly self-service:
FAQs
Ready to accelerate your data value with Presight?
Presight is the AI Analyst built for enterprises that demand governance, ROI, and scale. Choose the path that proves value fastest for your team.