Analytics without repetition

Terno Desktop runs directly on your machine, helping you automate reporting, reuse analytics logic, and make faster decisions, without sending your data anywhere.

Why Terno Desktop?

Local by Default

No cloud processing. Your data stays on your device.

Reusable Analytics

Save verified queries and reuse them across reports and audits.

Explainable Results

Every answer is backed by executable SQL, fully reviewable.

Offline Ready

Continue working even without internet access.

Upcoming Event

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How to Install Terno on your local machine
📅 26 February 2026   •   ⏰ 8:00 PM IST
Join us for a live, hands-on walkthrough of deploying Terno on your own desktop. Generate insights instantly, without relying on the internet or exposing any data externally.
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Architecture of Terno

Terno’s architecture blends modular intelligence with secure, semantic access to enterprise data. It is designed for scalability, extensibility, and precision across diverse tools and databases.

Metastore
The Metastore holds business knowledge, provided by experts or learned automatically from your data, to generate accurate, context-aware SQL.
Keeps the data catalog up to date and continuously improves query relevance.
SQLShield
A deterministic security layer that sanitizes queries, enforces RBAC, and prevents unsafe SQL execution before queries reach the database.
Optimizes query generation while protecting against injection and misuse.
Semantic Layer on Databases
Terno adds a semantic layer on top of databases, enabling searches based on meaning rather than exact keywords.
This allows queries like “blue jeans” to correctly match related data such as “navy denims”.
Multi-database intelligence
Terno can analyze across multiple databases and data sources in a single query, relational databases, ERPs, and files.
Works with PostgreSQL, MySQL, BigQuery, ERPs like Odoo, and files such as CSV, Excel, and PDFs.
Artifact Store
Intermediate outputs such as datasets, models, queries, charts, and code are stored as reusable artifacts.
This accelerates analysis and allows teams to build on verified work.
Enterprise tooling augmentation
Terno integrates with internal tools and workflows such as APIs, schedulers, and notifications.
Example: automatically send reports, trigger jobs, or call internal systems.

Security and accuracy by design

When deployed via AMI, Terno runs entirely inside your AWS boundary. Governance is deterministic. Results are computed. Nothing leaves your cloud.

Security
Runs fully inside your VPC

Your databases, your IAM policies, your security groups. Terno operates as infrastructure — not as an external SaaS layer.

Security layer

No external data exposure

All queries execute inside your AWS environment.

IAM & VPC compatible

Integrates with existing IAM roles and private networking.

Fine-grained access control

Enforce table, column, and row-level governance.

Deterministic query shielding

SQLShield prevents unsafe execution before reaching your database.

Accuracy
Hallucination-free AI analytics

Terno generates executable queries. Answers come from real computation — not probabilistic text.

Accuracy layer

Computed, not imagined

Every result is backed by executable SQL.

Semantic business layer

Clear metric definitions eliminate ambiguity.

Verification loops

Optional verifier agents validate analytical outputs.

Reusable governed logic

Pre-verified queries scale safely across teams.

Trusted by enterprise teams

★★★★★

“We deployed Terno fully inside our VPC in under an hour.”

Cloud Architect, Fintech

★★★★★

“Security approved it immediately because nothing leaves AWS.”

CTO, Enterprise SaaS

★★★★★

“Governed AI without exposing a single table externally.”

Head of Data, Retail

★★★★★

“We deployed Terno fully inside our VPC in under an hour.”

Cloud Architect, Fintech

★★★★★

“Security approved it immediately because nothing leaves AWS.”

CTO, Enterprise SaaS

Start using governed desktop analytics today

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