Introducing Caspian: A Reliable AI Assistant for Repetitive Work

Caspian is an AI assistant designed to take on the repetitive, high-volume tasks that slow teams down every day.

Even in an era of powerful language models, much of modern work still happens in spreadsheets, dashboards, forms, and fragmented workflows. People spend hours copying data across websites, cleaning tables, fixing inconsistencies, and running the same processes again and again.

Caspian is built to handle that work with reliability, clarity, and control.

What Caspian Is

Caspian is a task-focused AI assistant for operational and data-heavy workflows.

It is designed around a simple principle:

AI should be dependable enough to delegate real work to.

Caspian helps teams automate structured tasks while staying predictable and transparent.

Key design goals include:

• Permission-aware executionCaspian only accesses the systems and data explicitly provided.
• Instruction-first behaviorCaspian performs only the tasks requested, without unexpected side effects.
• Clarification over guessingWhen instructions are ambiguous, Caspian asks instead of improvising.
• Consistency at scaleCaspian is built for workflows that need to run thousands of times with the same quality.

What Caspian Does Best

Caspian is specialized in spreadsheet-driven and web-based operations, where most business teams still spend significant manual effort.

1. Large-scale web-to-table extraction

Caspian can collect structured information from large numbers of web pages and convert it into clean, usable tables.

Unlike general-purpose tools that stop early or return partial results, Caspian is built to complete high-volume jobs reliably—whether that means 100,000 rows or more.

2. Code-free data analysis on real datasets

Caspian supports analysis of large CSV and spreadsheet files without requiring users to write SQL or scripts.

It generates correct queries, runs computations directly, and produces reports grounded in the underlying data.

The focus is on accuracy and reproducibility, not speculative outputs.

3. Unified answers from dashboards and analytics tools

Caspian can extract and summarize information from tools like Google Analytics and other internal dashboards, given read-only permissions.

This allows teams to retrieve key metrics and insights without routing every question through engineering.

Built for Trustworthy Delegation

Caspian is not a chatbot for casual conversation.

It is an assistant designed for delegation:

• repetitive work
• operational workflows
• spreadsheet-scale execution
• controlled access
• predictable outcomes

The goal is to make AI useful in the places where work is most tedious—and where reliability matters most.

Looking Ahead

Caspian is being developed as a system that improves through real usage, expanding the set of tasks it can handle while maintaining strict standards for control and quality.