Agentic Soc Platform vs Mostly AI

Side-by-side comparison of features, pricing, and ratings

Analysis generated Live tool data as of 2026-10-30
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Agentic Soc Platform or Mostly AI: which should you choose?

DimensionAgentic Soc PlatformMostly AI
PricingFree (MIT license)Contact (custom quote)
Primary Use CaseAI-augmented SOC operations (SIEM/SOAR)Synthetic data generation & privacy-safe analytics
DeploymentOn-prem (no data leaves network)On-prem (Kubernetes/OpenShift), cloud connectors
Key DifferentiatorUnified AI investigation drafts + playbook automation + knowledge loopTabularARGN model + agentic data science + LLM assistant
IntegrationsSplunk, ELK (via YAML), Harness Agent, MCPDatabricks, AWS, Snowflake, BigQuery, Azure, GCP, etc.
Best ForSOC analysts handling high alert volumesData teams needing high-fidelity synthetic data for ML
Agentic Soc Platform
Agentic Soc Platform

Self-hosted, MIT-licensed Agentic SOC platform that turns SIEM alert floods into AI-investigated cases and playbook runs.

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Mostly AI
Mostly AI

MOSTLY AI generates privacy-safe synthetic tabular data via its TabularARGN engine and Apache v2 SDK.

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Pricing
Free
Contact Sales
Plans
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Popularity
19 views
7.3k views
Skill Level
Advanced
Beginner-friendly
API Available
Platforms
WebCLI
WebAPI
Categories
🚨 Threat Detection & SOC
🏷️ Data Labeling & Training Data📊 Data & Analytics🔒 Security & Privacy
Features
MIT-licensed, self-hosted on-premise deployment via single-host Docker Compose
SIEM alert intake from Splunk, ELK, or generic webhooks through YAML config
AI investigation reports with severity, confidence, impact, priority, and verdicts
Attack chain reconstruction and remediation guidance per case
Playbooks running LLM investigation with human approval gates
Case Relationships: Related, Duplicate of, Parent of, with 500-character notes
Custom Variables tab with six managed types (string, integer, float, boolean, list, dictionary)
Protected secret variables whose values are never returned by the API
Worker Health heartbeats across five background workers with an admin Workers page
Playbook run logs with start/finish times and a sanitized message stream
Automatic IOC and artifact enrichment with reputation, pulses, and asset context
CMDB and identity context enrichment around each case
Knowledge extraction loop turning closed cases into a searchable security knowledge base
Unified search across Splunk, ELK, and index actions via one YAML-configured interface
Harness Agent integration through asp-cli and Skills for case, log, and playbook operations
Privacy-safe synthetic tabular and textual data generation via the TabularARGN engine
Apache v2 open-source Synthetic Data SDK, installed with pip install mostlyai
Train, inspect reports, and probe up to one million samples locally without data leaving your Python environment
Multi-table synthesis preserving referential integrity via primary keys and context foreign keys
Time-series and events data synthesis for sequential and relational datasets
Built-in differential privacy with temperature control for utility tuning
AI Assistant writes and runs Python code from natural-language prompts
Dialogue-based interface turning synthesis workflows into conversational steps (Nov 2025)
Mock data generation with relational coherence across linked tables
Simulated data for edge cases, what-if scenarios, and algorithm stress testing
Real-World Data mode surfaces insights from live systems such as Databricks
100x faster generator training with automated training and sampling
Quality reports on trained generators plus conditional and seeded generation
Conditional simulation, data imputation, rebalancing, and fair synthetic data options
Export trained generators to a file and upload them to the platform for sharing
Integrations
Splunk
Harness
Databricks
Snowflake
Google BigQuery
AWS S3
Azure Blob Storage
Google Cloud Storage
MariaDB
Microsoft SQL Server
MySQL
Oracle Database
PostgreSQL
Apache Hive

Who should pick Agentic Soc Platform, and who should pick Mostly AI?

  • Enterprise data team needing synthetic data for ML training
    Pick: Mostly AI

    Mostly AI's high-fidelity multi-table synthesis, differential privacy, and integrations with major data platforms meet enterprise requirements for privacy-safe analytics.

  • SOC analyst overwhelmed by alert volumes
    Pick: Agentic Soc Platform

    ASP's AI investigation drafts, playbook automation, and knowledge loop directly address triage efficiency and knowledge reuse.

  • Solo developer needing mock data for testing
    Pick: Mostly AI

    Mostly AI's open-source SDK and mock data generation are well-suited for local development, though the platform is enterprise-oriented.

  • MSSP requiring on-premise SOC without recurring costs
    Pick: Agentic Soc Platform

    ASP's free, on-prem deployment with role-based access and audit logging fits MSSP needs without licensing fees.

  • Data analyst wanting natural-language data insights
    Pick: Mostly AI

    Mostly AI's AI Assistant generates Python code on live data, enabling natural-language querying for analysts.

Frequently Asked Questions

Can Mostly AI be used for real-time data access?

No, Mostly AI focuses on synthetic data generation and does not support strict real-time data access without a synthetic layer.

Does Agentic SOC Platform require cloud hosting?

No, it is designed for on-premise deployment with no data leaving the network, though it can integrate with cloud data sources via webhooks.

Which tool offers a free tier?

Agentic SOC Platform is entirely free (MIT license). Mostly AI has no free tier; pricing is by contact.

Can I customize investigation workflows in ASP?

Yes, ASP provides a Python module system for custom SIEM rules, alert sources, and Skills for integration with Harness Agents.

Does Mostly AI support time-series data?

Yes, it explicitly supports time-series synthesis and data rebalancing.

What integrations does ASP have?

ASP integrates with Splunk and ELK via YAML-configured webhooks, and supports Harness Agent and MCP (Model Context Protocol).

Is there any setup fee for ASP?

No, ASP is free and open-source; you only incur your own hosting costs.

Can Mostly AI handle multi-table databases?

Yes, it supports multi-table synthesis with referential integrity.

What else are Agentic Soc Platform and Mostly AI compared with?

Where can you read more about Agentic Soc Platform and Mostly AI?

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