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Agent Builder
Agentic Solutions
AI Companion
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Orchestration
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BUILD AGENTS
Visual Agent Builder
Design AI Agents using an intuitive drag-and-drop builder. Create RAG pipelines, orchestrate LLM interactions, and build multi-step AI agent workflows visually using Sparkflows processors.
BUILD APPS
Visual Agentic App Builder
Create AI-powered Agentic Apps using the no-code App Designer. Build agentic AI chatbots, AI companions, and enterprise AI tools where workflows power the backend logic.
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BUILD MODELS
ML Model Builder
Build and integrate machine learning models directly into your AI workflows and agents. Create predictive models, apply feature engineering, and operationalize ML within real business processes.
ORCHESTRATE AGENTS
Agent Orchestrator
Coordinate and manage multiple AI agents across complex workflows. Automate task execution, orchestrate agent collaboration, and connect enterprise systems to deliver end-to-end business outcomes.
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AGENT REASONING
How Sparkflows Agents Think
Unlike a chatbot that answers once and stops, every Sparkflows agent runs a continuous reasoning loop — planning what to do, taking action, checking the result, and refining until your goal is fully complete.
REASON
01
Evaluate potential markets for expansion based on various business factors.
ACT
02
It executes querying a database, calling an API, running a search, or triggering another agent, using Sparkflows enterprise connectors.
OBSERVE
03
It checks the outcome, compares it against the goal, identifies what worked or needs improvement, and decides the next step before continuing the reasoning loop.
READY-MADE AGENTS
Explore Pre-Built Agent Templates
Explore pre-built agent templates for real enterprise use cases — from customer support and sales to marketing and analytics. Use them as-is or customize as needed, and deploy faster with minimal setup.
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SALES
Market Entry Evaluator
Evaluate potential markets for expansion based on various business factors.
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SALES
Open Role Tracker
Track companies hiring for specific roles in real time for lead generation.
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MARKETING
Blog Generator
Create SEO-optimized blogs based on user inputs like product, tone, and keywords.
MARKETING
Description Generator
Generate product description based on given inputs.
ANALYTICS
Meter Data Agent
Extract meter details from images and validate automatically.
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CUSTOMER SUPPORT
Ticket Assignment Agent
Automatically classifies complaints and assigns tickets to the right technicians.
AGENTIC AI CHATBOTS
Build Intelligent Chat Assistants on Your Data
Interact with structured and unstructured data through intelligent chat. Build assistants powered by knowledge bases, LLMs, and enterprise data systems.
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Chat with Enterprise Data
Query databases, documents, and APIs using natural language.
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Summarize and Extract Insights
Generate summaries and key insights from documents, reports, and datasets.
Analyze Data with Natural Language
Run analysis and get insights without SQL or coding.
Visualize Data through Chat
Create charts and dashboards directly from prompts.
Unify Structured and Unstructured Data
Combine files, databases, and APIs into a single conversational layer.
Hybrid Memory & Knowledge Base
Grounded assistants combine short-term context with long-term data retrieval.
LLM INTEGRATIONS
Power Your Agents with Leading LLM APIs
Integrate with leading LLM providers including OpenAI, Anthropic, Google, and Amazon Web Services to bring intelligence into your workflows and applications. Use models like GPT, Claude, and Gemini to build agents that understand, generate, and act on enterprise data—and seamlessly connect them to your systems for real-world execution.
Seamless Integrations
Connect AI agents to enterprise apps, data platforms, APIs, and cloud services—so LLM-powered intelligence can take action across your systems.
MONITOR & DEBUG
Monitor and Debug Agent Workflows
Gain visibility into executions, resolve issues, and improve how your agents run. Gain full visibility into how your agents think and act. Inspect every reasoning step, tool call, and output — and apply built-in guardrails that catch problems before they reach users: output validation, anti-hallucination checks, cost and token budget controls, and human-in-the-loop approval queues for high-stakes actions.
Workflow Monitoring
Track executions, detect failures, and stay informed with alerts.
Logs and Execution Insights
View logs, inspect inputs and outputs, and understand workflow behavior.
Edit and Fix Workflows
Update logic, adjust configurations, and resolve issues quickly.
Test and Re-run Workflows
Re-run workflows and validate changes before deployment.
MONITOR
Model Monitoring
Track executions, detect failures, and stay informed with alerts.
DIAGNOSE
Drift Detection
Automatically detect distribution shifts and degrading performance.
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FIX
​Edit & Retrain
Update logic, adjust configurations, and resolve issues quickly
TEST
Validate & Re-run
Compare candidate models against production before promotion.
AI GOVERNANCE
Guardrails at Every Step
Autonomous agents need boundaries. Sparkflows enforces controls at input, during planning, before tool calls, and before delivery — so your agents stay reliable, compliant, and on-budget.
Output Validation
Anti-Hallucination Checks
PII Detection & Redaction
Cost & Token Budget Caps
Human-in-the-Loop Approvals
Full Audit Trails
DEPLOYMENTS
Deploy and Run Agents Anywhere
Build, deploy, and run AI agents across cloud, hybrid, or on-premise environments. Integrate with leading AI platforms and data systems while ensuring reliable execution, performance, and control.
Deploy Anywhere
Deploy across cloud, hybrid, or on-premise using GCP Gemini Enterprise, Azure AI Foundry, and AWS Bedrock.
Use Existing Data Platforms
Work seamlessly with Databricks, Snowflake, and other cloud or on-premise data platforms.
Optimize Workloads
Execute pipelines on the right compute engine to balance performance, cost, and scalability.
Enterprise Architecture
Enable secure integration with enterprise systems while maintaining governance and control.
START BUILDING
Get Started with AI Agents that Deliver Real Business Value
Build intelligent agents and GenAI applications that interact with enterprise data, generate insights, and support real-world decision-making.
Conversational AI over Enterprise Data
Create assistants and agents that understand your data and respond intelligently. Use LLMs and RAG workflows to answer questions, summarize documents, and generate insights from enterprise knowledge sources.
Use Existing Data Platforms
Build agents that reason through tasks, interact with tools, and generate results using orchestrated workflows and LLM capabilities.
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Accelerate GenAI Development
Start quickly using Sparkflows extensive library of processors designed for GenAI and agent workflows, enabling rapid development without coding.
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Build AI Applications Without Code
Turn workflows into AI applications using the no-code App Designer. Create AI companions, chatbots, and AI-powered tools for business users.
