The AI Data Analyst
you 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

Enterprises cannot trade AI power with
data accuracy and governance

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.

Threats of Data Leakage

Data governance is non-negotiable — for humans and AI. A single leak can erase competitive advantage. Enterprises must control who can access which data, protect PII, and let teams move quickly without cumbersome, manual gate checks.

Not Scalable

Enterprise data isn’t a few tables or one-off spreadsheets you can upload. Existing AI analytics solutions either fail to scale to your warehouse/lake or demand extensive patchwork engineering that drives up Total Cost of Ownership (TCO).

Meet the only AI Analyst
that runs within your governance.

Presight answers questions only from governed data and verified metrics, never free-handing logic.

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Built for Trust

Runs only on verified metrics that teams define, designed for zero hallucination.

Built for Control

Applies strict access control to both humans and AI. No data movement out of your enterprise.

Built for Scale

Works directly on top of your data warehouse/lake. It works at the scale you already have.

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.

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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.

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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.

Book a Demo

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.

Get your Advanced Insights

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.

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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.

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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.

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Map your core metrics
in 30 minutes.

We will convert your top KPIs into verified definitions
that Presight enforces everywhere.

Get Metric Mapping

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.

Discuss your stack

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

120business users

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:

  • Data team onboarded hundreds of tables and created hundreds of metrics on Presight Core BI
  • Non-tech teams use Presight to track all business metrics, self-access for ad-hoc insights and to prepare their own reports.

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.

Get a Demo