Overview

Platform Overview

Build and deploy enterprise-grade Gen-AI applications and agents with ease.

Development

Workflow Composer

Drag-and-drop interface to create complex multi-step GenAI pipelines.

Prompt Generation & Optimization

Generate, test, and evaluate prompt variations with real-world test cases.

Dataset + File Manager

Upload, organize, and manage datasets and files for your AI workflows.

Deployment

Security & Compliance

RBAC, Conformance to Compliance Standards and privacy-first approach.

Dynamic API Generation

Each workflow is instantly available as a REST API with dynamic input/output schemas.

Collaboration & Ops

Work seamlessly with your team, share workflows, track progress, and manage operations.

Hosted App Deployment

Publish any flow as a hosted app: yourflow.llmcontrols.ai or bring your own domain.

AI Workflows

RAG Engine + VectorDB

Native VectorDB and retrieval engine. Upload files, chunk and index instantly.

Built for Enterprise Use

Enterprise-ready architecture with robust security, scalability, and compliance.

Agent Workflows & Beyond

Design, automate, and scale intelligent agent workflows.

Technology / SaaS

Automated Workflow Orchestration

Sync processes automatically.

Continuous Monitoring and Adaptation

Track and adjust workflows.

Dynamic Decision-Making

Enable real-time decisions.

Scenario Simulation and Planning

Predict outcomes with simulations.

Learning and Optimization

Improve with feedback.

Sales Acceleration

Suggest strategies to boost sales.

Customer Data Management

AI-powered data wrangling and quality assurance.

Automated Meeting Scheduling

Coordinate and auto-schedule meetings.

Policy Enforcement and Compliance

Automate policy adherence.

Financial Services / FinTech

Key Info Extraction

Pull out critical data points.

Policy Enforcement and Compliance

Automate policy adherence.

Entity Recognition

Identify names, dates, and places.

Continuous Monitoring and Adaptation

Track and adjust workflows.

Dynamic Decision-Making

Enable real-time decisions.

Scenario Simulation and Planning

Predict outcomes with simulations.

Log Parsing

Spot errors and patterns in logs.

Customer Service

Automate responses to queries.

Task Prioritization

Rank tasks by urgency.

Professional Services

Summarization and Aggregation

Turn large data into quick insights.

Key Info Extraction

Pull out critical data points.

Automated Research Assistant

Support data search and synthesis.

Automated Meeting Scheduling

Coordinate and auto-schedule meetings.

Data Cleaning

Fix errors and duplicates in data.

Format Conversion

Convert data across XML, JSON, CSV, etc.

Writing Documentation

Build product and support docs.

Sales Acceleration

Suggest strategies to boost sales.

Healthcare & Life Sciences

Key Info Extraction

Pull out critical data points.

Summarization and Aggregation

Turn large data into quick insights.

Policy Enforcement and Compliance

Automate policy adherence.

Automated Research Assistant

Support data search and synthesis.

Customer Service

Automate responses to queries.

Notification System

Send timely alerts.

Retail / E-commerce

Marketing Campaigns

Create targeted ad content.

Social Media Posts

Generate platform-ready posts.

Customer Service

Automate responses to queries.

Customer Data Management

AI-powered data wrangling and quality assurance.

Sales Acceleration

Suggest strategies to boost sales.

Targeted FAQs

Build smart FAQ bots.

Insurance

Key Info Extraction

Pull out critical data points.

Policy Enforcement and Compliance

Automate policy adherence.

Entity Recognition

Identify names, dates, and places.

Dynamic Decision-Making

Enable real-time decisions.

Automated Workflow Orchestration

Sync processes automatically.

Notification System

Send timely alerts.

Legal / Compliance

Key Info Extraction

Pull out critical data points.

Entity Recognition

Identify names, dates, and places.

Summarization and Aggregation

Turn large data into quick insights.

Policy Enforcement and Compliance

Automate policy adherence.

Writing Documentation

Build product and support docs.

Log Parsing

Spot errors and patterns in logs.

Manufacturing & Supply Chain

Automated Workflow Orchestration

Sync processes automatically.

Continuous Monitoring and Adaptation

Track and adjust workflows.

Autonomous Resource Management

Dynamically allocate resources based on demand.

Incident Management

Automate issue resolution.

Task Prioritization

Rank tasks by urgency.

Notification System

Send timely alerts.

Energy & Utilities

Continuous Monitoring and Adaptation

Track and adjust workflows.

Autonomous Resource Management

Dynamically allocate resources based on demand.

Dynamic Decision-Making

Enable real-time decisions.

Notification System

Send timely alerts.

Policy Enforcement and Compliance

Automate policy adherence.

Government / Public Sector

Policy Enforcement and Compliance

Automate policy adherence.

Info Gathering and Reporting

Collect and organize data.

Automated Research Assistant

Support data search and synthesis.

Key Info Extraction

Pull out critical data points.

Summarization and Aggregation

Turn large data into quick insights.

Blog

Insights, guides and best practices.

Changelog

Latest updates and releases.

Technical Documentation

Guides and API references.

API Documentation

Integrate with our REST API.

Platform

Build, Optimize, and Deploy GenAI Applications That Scale.

LLM Controls is an end-to-end GenAI infrastructure and enterprise AI workflow platform that is visually intuitive, fully extensible, and battle-tested for production. Whether you're designing flows or deploying AI agents, LLM Controls gives you the tools to go from prompt to product.

Product overview diagram showing key platform features and services

Workflow composer interface showing connected nodes for chat input, vector database, and language model

01

Workflow Composer

Drag and Drop Builder + Code Orchestration. Build Agents, RAG Pipelines, and Toolchains. Manage State, Memory, Routing, and Retries. Integrate with OpenAI, Anthropic, Gemini, and Open-Source Models (via OpenRouter).

Prompt generation and optimization workflow showing prompt optimizer and evaluation results

02

Prompt Generation & Optimization

Inject test cases, generate prompt variants, and Inline evaluation score for accuracy, helpfulness, safety, and leaderboard scoring.

Hosted app deployment interface showing deployment configuration and deployment status

03

Hosted App Deployment

Instantly launch apps on a subdomain or custom domain. Add secure forms, authentication, and enable one-click launches from workflows.

Dataset and file manager interface showing data organization and file handling

04

Dataset + File Manager

Upload and manage large files (PDFs, CSVs, etc.), shared across flows and modules. Supports streaming, chunking, and deduplication.

RAG engine and vector database workflow showing retrieval and generation process

05

RAG Engine + VectorDB

Built-in vector database. Upload, chunk, index instantly. No Pinecone/external DB needed.

Collaboration and operations interface showing team workflows and operational controls

06

Collaboration & Operations

Version control with history + rollback, Real-time team editing, Usage tracking & Audit logs.

Dynamic API generation interface showing automated API creation and configuration

07

Dynamic API Generation

Each workflow = REST API, instantly Dynamic input/output schema, Secure with auth headers + rate limits, supports webhooks and polling.

Enterprise-ready features overview showing security, compliance, and scalability capabilities

08

Enterprise-Ready Features

Organization & Role Management, Single Sign-On (SSO), OAuth passthrough, Encrypted file store (safe for multi-user), Quotas, Billing, and Observability.

Agentic workflow diagram showing autonomous agents coordinating tasks and actions

09

Agent Workflows & Beyond

Beyond chatbots: Build autonomous agents, Tools, Memory, Retries, State Routing, Visual builder + Full Code Extensibility.