PlanWise
A reusable agentic AI planning and workflow platform. Give it a business objective in plain language; PlanWise gathers context, breaks the objective into tasks, reasons over constraints and dependencies, proposes a plan, and executes only what an authorised person approves.
What PlanWise is
Not a chatbot. A planning and execution layer for your business processes.
Most AI tools answer questions. PlanWise is built to carry work forward: it decomposes an objective into steps, uses authorised tools and APIs to act, holds consequential actions behind human approval, and keeps an audit trail of every decision and action along the way.
Agentic, not conversational
Multi-step task planning, orchestration across tools, and contextual decision-making, rather than single-turn question answering or document retrieval alone.
Approval-first by design
High-impact business actions are proposed, validated and queued for human approval. The platform is designed so the AI does not act autonomously on consequential decisions.
Configurable, not bespoke
One reusable platform configured to your workflows, business rules, roles and systems, so each new process builds on the same foundation.
How it works
From objective to audited outcome
A single agentic loop, configured per workflow and observable at every stage.
Understand the objective
A user states a business objective in natural language.
Gather context
The agent pulls relevant context and memory from authorised sources and systems.
Break into tasks
The objective is decomposed into a multi-step task structure.
Reason over constraints
Dependencies, priorities, availability and your business rules shape the options.
Propose a plan
A proposed plan is assembled, with the reasoning behind it visible.
Validate
The plan is checked before anything is executed.
Human approval
Consequential actions wait for an authorised approver.
Execute and record
Approved actions run through authorised tools and APIs, with status tracking and a full audit trail.
Capabilities
What the platform provides
Configured to each customer's workflows, systems and approval model.
- Agent-based planning and workflow orchestration
- Multi-step task planning and sequencing
- Context and memory management
- Tool and API integration, including agent-to-tool interaction
- MCP-based tool integration where appropriate
- Human-in-the-loop approval workflows
- Validation of proposed plans before execution
- Controlled execution of approved actions
- Workflow status tracking
- Audit trail with decision and action history
- Customer-specific business rules
- Role-based access with IAM-based security
- Secure handling of credentials and secrets
- Monitoring and logging using AWS services
- Reusable, customer-specific agent workflows
Built on AWS
Deployed in your AWS account
PlanWise is designed around AWS managed services, so your data and workloads stay inside your own account and security boundary.
Agents and models
Amazon Bedrock for foundation models and generative AI capabilities, Strands Agents for agent orchestration and development, and Amazon Bedrock AgentCore where appropriate for deploying and operating agents.
Application and data
AWS Lambda for event-driven functions and tool execution, Amazon ECS and AWS Fargate for application and agent services, Amazon RDS for PostgreSQL for workflow state, approvals and audit records, and Amazon S3 for documents and supporting data, each used where appropriate to the deployment.
Security and access
AWS IAM for least-privilege access control, AWS Secrets Manager for credentials and secrets, and Amazon VPC with related networking and security services.
Operations and integration
Amazon CloudWatch for logging, monitoring and operational visibility, and MCP servers and tools for controlled integration with external business systems where appropriate.
Where it applies
One platform, many planning problems
PlanWise suits multi-step business processes where context, constraints and approval all matter. Typical workflow configurations include:
Security operations and incident response
Analyse security events and operational context, develop a response plan, coordinate approved actions, assign or schedule activities, and track incidents through to resolution.
Sales and CRM follow-up
Analyse and prioritise leads against customer context and sales constraints, build follow-up plans, schedule activities, and execute approved CRM actions.
Sprint, QA and release planning
Work across release requirements, backlog, dependencies, team availability and QA activities to produce a release plan, surface risks, and coordinate approved activities.
Client delivery and resource planning
Weigh project requirements, resource availability, priorities, deadlines and dependencies to propose allocation and delivery plans, flag conflicts, and coordinate approved actions.
Professional services engagement
How we deliver it
PlanWise is delivered as a professional services engagement by Rebizo Cloud Tech LLP, available through AWS Marketplace.
Discovery and architecture
Solution discovery across your target workflows, followed by the architecture for your AWS environment.
Configuration and integration
Agent and tool configuration, business rules, and integration with your approved systems.
Deployment and security
AWS deployment, security configuration, IAM and secrets handling, and role-based access.
Testing and validation
Testing of agent behaviour, approval flows and controlled execution before go-live.
Deployment support and monitoring
Deployment support with monitoring and logging set up for operational visibility.
Knowledge transfer
Handover so your team can operate, extend and configure new workflows on the platform.
Governance
Autonomy where it helps, approval where it counts
Agentic systems are only adoptable if the business can see what they intend to do and stop them before they do it. PlanWise is built so proposed actions are visible, validated and authorised, with role-based access controlling who can approve what, and an audit trail recording the decisions and actions behind every workflow.
Talk to us about your workflow
Tell us the process you want to automate and we will map it against the platform, define the approval model, and scope the engagement.
Rebizo Cloud Tech LLP · A-708, Ganesh Glory 11, Jagatpur Road, Gota, Ahmedabad 382470 · rebizo.com
