
FriendlyData
Infer SQL queries from plain-text questions and table headers.

HelioScope
Aurora
PVS-Studio
Areus Development
PV-DesignPro
Solardesk.es
Solar Energy
Design solar PV systems 10x faster with AI. Generate BOQs, BESS designs, and financial analysis automatically. First AI-powered platform for solar engineers.

Which is more popular?
Based on our record, mlsql seems to be more popular. It has been mentioned 2 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | github.com | baess.app |
| Pricing | — | |
| Platforms | — | |
| Company | — | Startup from India · 1 - 9 employees · 2025 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of mlsql yet.
BAESS.APP is an AI-powered solar engineering and project automation platform designed to help solar developers, EPC companies, and consultants generate accurate technical designs, calculations, and project documentation in minutes instead of hours. The platform automates critical engineering...
What each product offers, as listed by its team.


No features have been listed yet.
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing mlsql and BAESS.APP.
BAESS.APP's answer:
BAESS.APP is uniquely designed as an AI-powered solar and battery engineering automation platform that eliminates manual calculations and spreadsheets. It automates critical engineering workflows such as cable sizing, voltage drop analysis, and BOQ generation within minutes. Unlike traditional tools, BAESS.APP focuses on engineering productivity, accuracy, and workflow automation in a single cloud-based platform.
BAESS.APP's answer:
BAESS.APP is used by solar EPC companies, engineering consultants, and renewable energy developers. It supports organizations working on commercial, industrial, and utility-scale solar and storage projects.
BAESS.APP's answer:
BAESS.APP is built using cloud-based infrastructure, artificial intelligence, and advanced engineering calculation algorithms. It is designed as a secure and scalable SaaS platform accessible globally.
BAESS.APP's answer:
BAESS.APP was created to eliminate inefficient spreadsheet-based engineering workflows in solar and storage projects. It was built to help engineering teams automate calculations, reduce errors, and accelerate project delivery.
BAESS.APP's answer:
BAESS.APP is designed for solar EPC companies, engineering consultants, and project developers working on solar PV and battery storage systems. It is ideal for professionals who want to improve engineering speed, accuracy, and productivity.
BAESS.APP's answer:
BAESS.APP reduces engineering time by up to 70% by automating complex calculations and workflows. It provides fast, accurate, and standardized outputs specifically designed for solar and energy storage projects.
Share your experience with using mlsql and BAESS.APP. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being... Source: over 4 years ago
I found this great resource here: https://github.com/paulfitz/mlsql. Source: almost 5 years ago
Tracking BAESS.APP since Feb 2026.
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HelioScope is a modern web-based solar design software that allows you to design solar systems effectively and stimulate their efficiency.
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