Business Analyst

What-If analysis, visual reports, and no-code ML tools

Run What-If scenarios, generate visual reports, and explore model predictions — all without writing code. ML Studio provides intuitive forms, charts, and export capabilities.

The Challenges

Technical Barrier

Understanding model outputs requires coding skills that most business analysts do not have or need.

Scenario Testing

Testing business hypotheses against ML predictions requires back-and-forth with data science teams.

Reporting Overhead

Creating executive-ready reports from model outputs involves manual chart creation and data extraction.

How CorePlexML Helps

ML Studio

Visual What-If Studio

Form-based scenario builder lets you change input values and instantly see predicted outcomes with comparison charts.

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AutoML

Automated Reports

Generate PDF reports with model performance metrics, feature importance charts, and prediction summaries — one click.

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Privacy Suite

No-Code Privacy Scanning

Run compliance scans, view PII detection results, and apply transformations through a guided visual interface.

Learn more

SDK Example

example.py

# No code required! Business analysts use the web UI:
#
# 1. Navigate to ML Studio
# 2. Select a deployed model
# 3. Create a What-If session
# 4. Adjust feature values in the form
# 5. Compare predictions side-by-side
# 6. Export results as PDF report
#
# For teams that want API access:
from coreplexml import CorePlexMLClient

client = CorePlexMLClient(
    base_url="https://api.coreplexml.io",
    api_key="sk_your_api_key"
)

# Generate a deployment performance report
report = client.reports.create(
    project_id="proj_sales",
    kind="deployment",
    deployment_id="dep_forecast_v2"
)

Expected Impact

Zero

Code Required

1-click

Report Generation

Instant

Scenario Comparison

< 30 min

Learning Curve

Ready to get started?

Try CorePlexML free — no credit card required. Train your first model in under 10 minutes.

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