Build Enterprise AI Agents 10× Faster

SmartBots AI Agent Accelerators are a library of pre-built, production-grade building blocks — including capability agents, connectors, guardrails, and orchestration patterns — designed to help enterprises rapidly assemble, deploy, and scale AI agents across business workflows

120+

Accelerators Available​

A growing library of reusable AI components for faster solution design and deployment

6–8

Weeks delivery

Accelerate the path from concept to enterprise-ready deployment

70%

Reduction in Build Time​

Reduce development effort with proven frameworks and reusable components

60+

Pre-Built Connectors​

Integrate seamlessly with enterprise systems, data sources, and business applications

Building enterprise-grade AI agents requires more than powerful models

Organizations must integrate enterprise data, orchestrate workflows, enforce governance controls, and ensure reliable operations across complex systems. AI accelerators provide the reusable frameworks needed to simplify this process and dramatically speed up deployment

Reduce development complexity

Reduce development complexity

Pre-built frameworks eliminate the need to build foundational components from scratch

Accelerate time to production

Accelerate time to production

Reusable architectures enable organizations to move from prototype to deployment faster

Enable enterprise integrations

Enable enterprise integrations

Connect AI agents with enterprise systems, data sources, and business applications

Ensure governance and reliability

Ensure governance and reliability

Built-in guardrails, monitoring, and evaluation frameworks support responsible AI deployment

Databricks Agent Accelerator

Our Databricks Agent Accelerator provides a production-ready framework with pre-built connectors, agent scaffolding, and enterprise-grade deployment patterns. Leverage existing data infrastructure to deploy AI agents at scale.
Seamlessly integrate with MLflow for model management, Unity Catalog for governance, and Genie for SQL-based intelligence. Reduce time-to-production from months to weeks with battle-tested patterns.
Unity Catalog connector with lineage-aware queries

Unity Catalog connector with lineage-aware queries

Genie NL-to-SQL integration

Genie NL-to-SQL integration

AgentBricks scaffold with guardrails pre-configured

AgentBricks scaffold with guardrails pre-configured

MLflow experiment tracking and model governance hooks

MLflow experiment tracking and model governance hooks

CI/CD pipeline template for Databricks Workflows

CI/CD pipeline template for Databricks Workflows

Autonomous Operations Agent Accelerator

Data Migration Intelligence Accelerator

Production-Ready Agent Architecture on AWS

Enterprise Agent Governance Accelerator

Voice Agent Accelerator

Outcome

Deploy your first production Databricks AI agent in under three weeks, with governance, observability, and secure enterprise data access built in

Powered by SmartBots AI Capabilities

Each accelerator is built using reusable AI engineering components that ensure reliability, governance, and scalability

SmartRAG™ Intelligent Document Retrieval Framework

Intelligent Document Retrieval Framework

Connect AI agents to enterprise documents, knowledge bases, and internal systems so responses are grounded in trusted data

Key Capabilities

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Secure ingestion from documents, databases, and repositories
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Semantic search and contextual retrieval using vector embeddings
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Context-aware responses powered by enterprise knowledge

SmartFlow™– AI Workflow Orchestration Framework

AI Workflow Orchestration Framework

Embed AI directly into enterprise workflows by connecting models, agents, and business systems to automate processes and enable intelligent decision-making

Key Capabilities

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Event-driven workflow automation
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Integration with enterprise systems (CRM, ERP, data platforms)
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AI-triggered task routing and process orchestration

SmartEval™– AI Evaluation and Validation Framework

AI Testing & Evaluation Framework

Ensure AI systems deliver reliable, accurate, and responsible outputs through continuous testing, benchmarking, and monitoring

Key Capabilities

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Automated evaluation of AI response quality
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Hallucination detection and performance benchmarking
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Continuous monitoring and performance reporting

SmartPrompt™– AI Prompt Optimization Framework

Prompt Engineering for Enterprise AI

Design, manage, and optimize prompts used in enterprise GenAI applications to ensure consistent, high-quality AI responses

Key Capabilities

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Prompt template library for common enterprise use cases
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Prompt testing, optimization, and version management
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Context-aware prompt orchestration for AI applications

From Building Blocks to Real-World AI Solutions

Our accelerators combine seamlessly to create intelligent, enterprise-ready AI agents—tailored to specific business use cases across knowledge, operations, and customer interactions

Support AI Agent

Deliver 24/7 support with seamless integrations to your enterprise systems. Reduce wait times and manual escalations, streamline operations, cut costs, and increase customer satisfaction

  • Omni-channel communication

  • Pre-built + custom enterprise integrations

  • Smart triaging and routing

  • Automated ticketing

  • Rapid scalability

Data Intelligence Assistant

Turn complex data into clear insights, actionable recommendations, and smarter business decisions in real time

Turn business data into real-time insights

Empower users to ask questions in natural language and instantly generate reports, summaries, and performance insights—without relying on technical teams

  • Collate diverse data sources

  • Democratize complex data analysis

  • Reduce time to insight

  • Generate automatic reports + summaries

  • Empower systems to act autonomously through goal-oriented nudges

Enterprise Knowledge Assistant

Give teams instant access to trusted enterprise knowledge, documents, and answers through intelligent, context-aware assistance

Give every employee instant access to trusted answers

Enable teams to search across documents, SOPs, systems, and knowledge bases—delivering accurate, context-aware responses in seconds

  • Unburden your experts

  • Turn new hires into old hands

  • Contextualize responses in real time

  • Connect and collate cross-repository information

  • Get the right content to the right people at the right time

From Accelerators to Production AI agents

SmartBots accelerators provide the building blocks for enterprise AI solutions. Teams can quickly assemble these components, configure them to their environment, and deploy intelligent agents across business workflows—without rebuilding core capabilities from scratch

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Step 4

Select
Accelerators

Choose the accelerators that match your use case —from knowledge retrieval and AI agents to orchestration, governance, and monitoring

Configure to
Your Context

Connect your enterprise data sources, policies, prompts, and business rules. Each accelerator is designed to be configurable without heavy development

Compose &
Orchestrate

Combine accelerators into intelligent workflows using SmartBots Studio. Visual orchestration and built-in multi-agent coordination simplify complex AI operations

Deploy &
Monitor

Deploy AI agents across cloud, on-premises, or hybrid environments. Built-in monitoring, governance, and observability ensure reliable and compliant operations
Ready to build?

Ship Your First AI Agent in Weeks, Not Quarters​

Work with a SmartBots solution architect to identify the right accelerators for your use case. We'll help you assemble the building blocks, design your workflow, and get a working AI agent pilot running quickly