Free
$0
Use a daily allowance to try Octarca's core data preparation workflow.
- 50 credits/day
- Basic model access
- Solo workspace only
- Daily reset, no rollover
Give time back to thinking
Octarca helps everyone process, review, and deliver data with ease.
50 credits daily
Download for macOSoctarca://workspace/result-package
Result Package
DID-ready panel dataset
Review state
System found
- Duplicate `(city_id, year)` rows removed
- Treatment labels normalized to binary flags
- Missing policy-year records isolated for review
Output
province_panel_did_ready
Clean table created with source snapshot preserved.
User role
Review and confirm
The system prepares the work. The user approves the result.
How it works
From raw file to reviewed result. In three steps.
One clear path: import the file, prepare the result package, then review and export with the working context intact.
octarca://workflow/01
01 · Import
Bring in the messy dataset
Start from CSV, Excel, or project files already on your machine. Octarca treats the raw file as the work object, not as a demo prompt.
CSV / ExcelLocal workspace
01
Import
02
Prepare
03
Review
Why Octarca
Before analysis, make the data trustworthy.
Octarca keeps source files, system findings, processing steps, and results to review in the same working context. AI prepares the work. You decide what moves forward.
Source file
Original files enter a workspace
The file is not dropped into a chat box. It becomes a work object you can track, revisit, and keep tied to its result.
Processing path
Octarca organizes issues and processing steps
Octarca gives you more than a result. It brings the problems, steps, and places that need confirmation along with it.
Original files enter a workspaceThe file is not dropped into a chat box. It becomes a work object you can track, revisit, and keep tied to its result.
Octarca organizes issues and processing stepsOctarca gives you more than a result. It brings the problems, steps, and places that need confirmation along with it.
Users review before deliveryAI can prepare the result, but whether it is accepted, exported, and used for analysis remains your call.
Result Package
Users review before delivery
AI can prepare the result, but whether it is accepted, exported, and used for analysis remains your call.
Review state
province_panel_did_ready
Clean table created with source snapshot preserved.
The real time sink is not the model you run later. It is the data problems no one wants to clean up, but everyone has to answer for.
Trust and Control
A calmer way to let AI handle working files
Octarca is built around local-first workspaces, visible review state, and results that stay connected to where they came from.
Local-first
Working files stay organized in a desktop-shaped workspace before results move downstream.
Reviewer control
AI can prepare tables and result packages, but the user confirms the work before export.
Recoverable context
Source files, findings, result packages, and review state stay connected whenever possible.
One account across the product
Usage is tied to clear credit buckets
Built for sensitive working files
Built for
A desktop path for people who need to trust their data
Octarca is shaped for the unglamorous part of analysis work: making source files coherent enough that downstream methods are worth trusting.
Default skills
47
Model routes
4
Account system
1
01
Built for
Researchers
Prepare panel, survey, and publication datasets before moving into Stata, R, or Python.
Pricing
Start free, upgrade when the workflow becomes routine
Free users get a daily credit bucket. Plus and Pro can be billed monthly or yearly, with credits reset monthly.
Plus
$15.20/mo
Billed yearly $182.40
For everyday data cleaning, table cleanup, and recurring analysis preparation.
- 2,000 credits/month
- Advanced model access
- Team collaboration
- Monthly credit reset
- No daily cap
Pro
$39.20/mo
Billed yearly $470.40
For more frequent AI analysis, larger data preparation tasks, and recurring workflows.
- 5,000 credits/month
- Advanced model access
- Higher model usage capacity
- Team collaboration
- Monthly credit reset
Team / Enterprise
Contact us
For organizations that need team members, billing discussion, invoices, or custom deployment planning.
- Custom credits
- Advanced model access
- Team collaboration
- Team member management
- Billing and procurement discussion
- Deployment planning
FAQ