Instill Core vs. Modulo Comparison


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LM-Kit.NET covers the full range of capabilities production applications actually need: agentic workflows with tool calling, planning, and memory; document intelligence with OCR and structured extraction; retrieval-augmented generation with built-in vector storage; multilingual speech-to-text; vision and multimodal understanding; text analysis with classification, NER, PII extraction, and sentiment; and text generation with translation, summarization, and constrained output. Ships in one NuGet package, runs in-process with no sidecar services, and works across all major hardware acceleration backends. Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer. 29 Ratings Visit Website StackAI StackAI is an enterprise AI automation platform to build end-to-end internal tools and processes with AI agents in a fully compliant and secure way. 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About Instill Core is an all-in-one AI infrastructure tool for data, model, and pipeline orchestration, streamlining the creation of AI-first applications. Access is easy via Instill Cloud or by self-hosting from the instill-core GitHub repository. Instill Core includes: Instill VDP: The Versatile Data Pipeline (VDP), designed for unstructured data ETL challenges, providing robust pipeline orchestration. Instill Model: An MLOps/LLMOps platform that ensures seamless model serving, fine-tuning, and monitoring for optimal performance with unstructured data ETL. Instill Artifact: Facilitates data orchestration for unified unstructured data representation. Instill Core simplifies the development and management of sophisticated AI workflows, making it indispensable for developers and data scientists leveraging AI technologies.	About Modulo is a self-hosted platform for building and governing software development lifecycle pipelines that use AI agents. Teams compose visual workflows from agent, connector, approval-gate, and human steps, then define typed inputs and outputs, permissions, and review points for each handoff. Pipelines can coordinate existing agents with source-control, ticketing, messaging, CI/CD, monitoring, and knowledge tools, while schema checks and human approvals control how work proceeds. The platform records run inputs, outputs, model and prompt versions, evaluations, and governance decisions in an audit trail. Teams can set per-agent token budgets, pipeline spending limits, and organization-wide pauses. Modulo is intended for engineering and platform teams that want to govern agent-assisted software delivery, including code changes, pull requests, reviews, and related development workflows on infrastructure they operate.
Platforms Supported Windows Not Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Companies which need the AI orchestration infrastructured to build their AI-first applications	Audience Software engineering and platform teams at organizations adopting AI agents in software delivery, including developers, engineering leaders, and security or compliance reviewers who need workflow controls, human approvals, and audit records.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing $19/month/user Free Version Supported Free Trial Supported	Pricing $0 The self-hosted Community tier is free. Team is a flat $6,000 per organization per year at the pre-GA founding price, locked while the subscription remains active; the stated list price is $12,000 per year from v1.0. Team adds SSO/SAML, role-based access controls, audit exports, and additional spend controls. Modulo is self-hosted, and model-provider charges are separate. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Instill AI Founded: 2020 United Kingdom www.instill.tech	Company Information Modulo Founded: 2026 United Kingdom modulo.run/
Alternatives Instil	Alternatives No Alternatives
PwC Instilling Quality PwC
Instill
Pipeshift
Xybion LIMS Xybion View All	View All
Categories AI Fine-Tuning Supported AI Infrastructure Supported AI Orchestration Supported	Categories AI Orchestration Supported Software Factory Platforms Supported

Integrations 1Password Not Supported Asana Not Supported Bitbucket Not Supported GitHub Not Supported GitLab Not Supported Jira Not Supported Linear Not Supported Microsoft Teams Not Supported Model Context Protocol (MCP) Not Supported Notion Not Supported PyPI Not Supported Slack Not Supported Trello Not Supported n8n Not Supported Show More Integrations	Integrations 1Password Supported Asana Supported Bitbucket Supported GitHub Supported GitLab Supported Jira Supported Linear Supported Microsoft Teams Supported Model Context Protocol (MCP) Supported Notion Supported PyPI Supported Slack Supported Trello Supported n8n Supported Show More Integrations View All 14 Integrations
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