Fully Serverless AI Agents on Amazon Bedrock
Deploy custom AI agents with token-based pricing, a no-code builder, and multi-agent orchestration — fully managed on AWS. Built for cloud-first Indonesian enterprises that need diverse AI capabilities without infrastructure overhead.
Serverless
Fully Managed on Amazon Bedrock
Token
Pay-per-use Pricing, Scale Up or Down
No-code
Visual Agent Builder for Any Department
AWS AI Competency
part of 60 global launch partners
The Challenge
Why Cloud-first Enterprises Choose Managed AI
Building AI infrastructure from scratch drains engineering resources and delays time-to-value for organizations that need AI agents across multiple departments.
Slow Time-to-Value
Setting up GPU clusters, configuring model serving infrastructure, and managing scaling policies takes months of engineering time before a single agent goes live. Cloud-native teams need a faster path.
Infrastructure Complexity
Maintaining model runtimes, vector databases, and orchestration layers requires dedicated ML infrastructure engineers. Most Indonesian enterprises have limited AI engineering capacity for this work.
Diverse Use Cases, One Budget
Enterprises need AI agents across sales, HR, IT, and operations — each with different usage volumes. Fixed infrastructure commitments make it hard to justify agents for departments with lighter workloads.
Platform Capabilities
Production-grade Agents, Zero Infrastructure
Every capability is built on Amazon Bedrock and managed by Redpumpkin.AI — so your team focuses on business outcomes instead of model operations.
Token-based Pricing
Pay for what your agents use. Each department's usage is metered independently, so you can deploy agents across Sales, HR, IT, and Operations and only pay for actual consumption.
No-code Agent Builder
Configure role-specific AI agents using a visual interface. Define agent behaviour, connect data sources, set guardrails, and test against real scenarios — no engineering resources required.
Custom Guardrails
Define industry-specific safety rules for each agent. Control what data agents can access, what actions they can take, and how they respond to edge cases — auditable by your compliance team.
Multi-agent Orchestration
Deploy multiple specialised agents that collaborate on complex tasks. A customer query can route through Sales, Finance, and Operations agents in a single workflow, with each agent handling its domain.
Connected to Company Data
Agents connect directly to your existing databases, document repositories, CRMs, and internal APIs. Your data stays in your AWS environment — Redpumpkin.AI builds the intelligence layer on top.
Usage Tracking & Analytics
Monitor agent performance, track user activity, and measure business impact across every department. Real-time dashboards show which agents deliver value and where to optimise next.
Architecture
Serverless Architecture on Amazon Bedrock
A fully managed stack where Redpumpkin.AI handles the agent platform and Amazon Bedrock handles the AI infrastructure — no servers to provision or maintain.
Role-specific Agents
Pre-built Agents for Every Department
Deploy purpose-built agents that understand the context, data access rules, and workflows specific to each business function — all running serverless on Bedrock.
Sales Agent
Automates lead qualification, generates personalised outreach, retrieves product and pricing information, and drafts proposals — all connected to your CRM and product catalogue.
IT Helpdesk Agent
Resolves tier-1 support tickets automatically, guides users through troubleshooting, manages access requests, and escalates complex issues to the right team with full context.
HR Agent
Handles employee onboarding queries, leave policy questions, benefits enrolment guidance, and internal policy lookups — with access scoped to role-appropriate HR data.
Finance Agent
Assists with expense report processing, budget enquiries, invoice status checks, and financial reporting — operating within your finance system's access controls and audit trail requirements.
Legal & Compliance Agent
Searches through regulatory documents, internal policies, and contract libraries. Flags compliance risks in drafted communications and assists with regulatory reporting preparation.
Operations Agent
Monitors operational dashboards, generates incident summaries, coordinates cross-team workflows, and provides real-time status updates on running processes and SLA compliance.
Role-specific Agents
Pre-built Agents for Every Department
Deploy purpose-built agents that understand the context, data access rules, and workflows specific to each business function — all running serverless on Bedrock.
Sales Agent
Automates lead qualification, generates personalised outreach, retrieves product and pricing information, and drafts proposals — all connected to your CRM and product catalogue.
IT Helpdesk Agent
Resolves tier-1 support tickets automatically, guides users through troubleshooting, manages access requests, and escalates complex issues to the right team with full context.
HR Agent
Handles employee onboarding queries, leave policy questions, benefits enrolment guidance, and internal policy lookups — with access scoped to role-appropriate HR data.
Finance Agent
Assists with expense report processing, budget enquiries, invoice status checks, and financial reporting — operating within your finance system's access controls and audit trail requirements.
Legal & Compliance Agent
Searches through regulatory documents, internal policies, and contract libraries. Flags compliance risks in drafted communications and assists with regulatory reporting preparation.
Operations Agent
Monitors operational dashboards, generates incident summaries, coordinates cross-team workflows, and provides real-time status updates on running processes and SLA compliance.
Choose Your Deployment
Bedrock vs Private: Which Fits Your Enterprise?
Both products share the same agent platform and capabilities. The difference is how infrastructure is managed and how you pay.
Who This Is For
Built for Cloud-first Enterprises
Organizations that want to deploy AI agents across multiple departments without managing AI infrastructure — and prefer paying for what they use.
FMCG & Consumer Goods
Healthcare
Logistics & Manufacturing
HR & Professional Services
Multi-department Enterprises
System Monitoring & Operations
How It Works
Live Agents in Four Steps
From initial scoping to production agents — a streamlined engagement that gets you to value faster on a fully managed platform.
Available Now
Current Delivery Options
Two pathways to deploy Agentic AI Assistant - Bedrock — both backed by Redpumpkin.AI's consulting expertise and AWS partnership.
Package Offering
Pre-configured agent packages for common enterprise use cases. Select the departments you need, connect your data, and go live with production agents in days.
Fast deployment
Redpumpkin Consulting Service
Custom agent development for complex or unique workflows. Our team designs, builds, and deploys agents tailored to your specific business processes and data architecture.
Full-service engagement
Our Products
Explore the Full Product Suite
Ready to Deploy AI Agents on Bedrock?
See how Agentic AI Assistant - Bedrock gives your teams production-grade AI agents with token-based pricing and zero infrastructure management. Book a technical walkthrough.
