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AI Agent Development

Planning Agents

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Planning agents can autonomously create and execute complex plans to accomplish multi-step goals.

Why Work With Orases?

5.0 / 5.0

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They dynamically construct sequences of actions needed to solve intricate problems, adapting their strategies based on real-time feedback and environmental changes. This capability makes planning agents extremely versatile across a variety of real-world scenarios that demand strategic decision-making, dealing with uncertainty, and goal-oriented behavioral execution.

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Established
2000
About us
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Client Retention Rate
96%
Reviews
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Clients
950+
Results
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Net Promoter Score
84
Awards
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USA Based
100%
Culture
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Types Of Custom AI Agents We Develop

From simple task automation to complex decision-making systems, we develop AI agents that match your specific operational needs and growth objectives.

Every business challenge requires a specific type of AI agent to deliver optimal results. We offer a complete spectrum of AI agent architectures, each designed to address distinct operational needs and objectives.

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Autonomous Agents

Self-directed AI systems that independently perform complex tasks, make decisions, and adapt to changing conditions without human intervention, perfect for automated process management and system optimization.

Autonomous Agents
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Deliberative Agents

Strategic decision-making agents that analyze multiple factors and potential outcomes before taking action, ideal for complex business planning and resource allocation.

Deliberative Agents
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Goal Based Agents

Objective-driven AI systems that determine the best path to achieve specific outcomes, excellent for optimizing operations and achieving measurable business targets.

Goal Based Agents
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Hierarchical Agents

Multi-layered decision-making systems that break down complex tasks into manageable sub-tasks, perfect for handling intricate operational workflows.

Hierarchical Agents
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Interactive Agents

Engagement-focused AI that provides natural, context-aware responses to user inputs, ideal for customer service and user experience enhancement.

Interactive Agents
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Learning Agents

Adaptive AI systems that continuously improve performance through experience and data analysis, perfect for evolving business environments.

Learning Agents
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Logical Agents

Rule-based systems that make decisions through systematic reasoning and logic, ideal for compliance, quality control, and consistent decision-making.

Logical Agents
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Model Based Reflex Agents

Context-aware systems that combine current inputs with historical data to make informed decisions, perfect for dynamic operational environments.

Model Based Reflex Agents
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Multi Agent Systems

Collaborative AI networks that work together to solve complex problems, ideal for large-scale operations requiring coordinated decision-making.

Multi Agent Systems
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Simple Reflex Agents

Efficient rule-based systems that provide immediate responses to specific inputs, ideal for basic automation and routine task management.

Simple Reflex Agents
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Utility Based Agents

Decision-making systems that evaluate options based on value and benefit, perfect for optimizing resource allocation and risk management.

Utility Based Agents
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Vertical AI Agents

Specialized AI systems focused on specific industry domains, delivering deep expertise and targeted solutions for sector-specific challenges.

Vertical AI Agents
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Real-World Applications Of Planning AI Agents

Planning agents lend themselves to various applications involving generative planning abilities beyond simple predefined behaviors. Their capacity to handle complexity and uncertainty predisposes them to high-value use cases such as:

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Logistics & Supply Chain Coordination

Planning agents can optimize delivery routes, shipment scheduling, inventory allocation, and other supply chain operations by considering multiple variables and constraints to create adaptive strategic plans minimizing costs and risks.

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AI-Driven Business Process Automation

Intelligent process automation solutions integrate planning agents to automate workflows, enhancing their flexibility to handle unexpected scenarios and modifying approaches accordingly without manual oversight.

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Project & Resource Management

AI-powered planning functionalities allow the optimized scheduling of tasks, forecasting of delays, and allocation of staff and equipment for projects based on priority, budgets, and operational constraints.

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Autonomous Robotics & Smart Manufacturing

Planning algorithms enable robots to get around environments safely, determine optimal motion trajectories, and sequence manufacturing operations in complex settings involving moving parts and variability.

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AI for Healthcare Treatment Planning

Clinical decision support systems leverage planning to suggest personalized treatment regimens for patients considering symptoms, history, constraints, available therapies, and other factors.

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Crisis & Emergency Response Management

AI planning agents use predictive modeling and simulations to create contingency plans detailing resource coordination, evacuation protocols, and disaster countermeasures for effective emergency preparedness.

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Why AI-Powered Planning Is A Competitive Advantage

The autonomous planning capacities of AI agents make them a key competitive differentiator across industries dealing with multifaceted challenges. Planning AI provides organizations with:

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Smarter, Predictive Decision-Making

Contrary to rules-based systems limited to predefined logic, planning agents can run predictive simulations modeling a wide range of future scenarios. This allows them to evaluate the potential impacts of multiple decisions and select the most optimal, nuanced actions aligned to business objectives, giving companies an intelligent strategic edge.

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Optimized Use Of Time & Resources

Planning AI enables effective allocation of constrained budgets, equipment, staff capacity, and other organizational resources based on predictive demand forecasts and optimization algorithms. Proactive planning also allows mitigating losses from uncertainties by outlining contingency protocols and alternative resource allotment needed to sustain operations under variability.

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Adaptive Strategies For Uncertain Environments

The flexibility of planning agents to update existing plans against real-time data inputs and run replanning simulations makes them adept at steering strategies in environments of variability. Organizations can, therefore, remain agile, quickly pivoting to mitigate emerging risks while capitalizing on new opportunities even as conditions change.

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Increased Accuracy & Scalability

As planning agents gather more operational data, interaction experience, and performance feedback over time, their models and recommendations become more precise and customized to an organization’s specific constraints. Additionally, the highly scalable architectures of planning solutions allow them to seamlessly handle increased task complexity and data loads without compromising responsiveness or accuracy as organizations grow.

Get A Free Technical Consultation & Quote for AI Planning Agents

With extensive experience building customized planning solutions, Orases can help you integrate intelligent agents enhancing operational efficiency, automating complex tasks, and driving data-based decision making. Contact us today for a free consultation and personalized quote on planning agent development.

Contact Us Today
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Awards & Recognitions

Proof our AI agents continue to excel.

Orases Firmstalk Award 2024
SelectedFirms Top Web Development Company 2023
TopDevelopers Top Web Developers 2023 Award
Clutch award
digital best
Find Best Web Dev May 2021 Award
View All Awards
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A Look At Our AI Agent Development Process

How we work, from start to finish.

Orases has created a methodical process to bring you the AI agent that best fits your organizational needs.

01

Requirement Analysis

We conduct a comprehensive evaluation of your organization’s needs, technical infrastructure, and AI objectives. This initial phase determines the optimal AI agent architecture while identifying key integration points and performance requirements.

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Business Goal Definition

We work closely with stakeholders to identify specific objectives and success metrics for your AI agent.

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Technical Assessment

Our team evaluates your current infrastructure and integration requirements.

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Scope Definition

We create a detailed project roadmap outlining deliverables, timelines, and resource requirements.

02

Data Collection & Prep

We assess and organize your data sources, ensuring quality and consistency for AI training. This stage establishes the foundation for accurate model development while maintaining security and compliance standards.

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Data Source Identification

We map all relevant data sources needed for your AI agent’s functionality.

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Quality Assessment

Our team analyzes data quality and implements necessary cleaning procedures.

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Standardization Protocol

We establish consistent data formats and structures for optimal AI processing.

03

Model Selection & Training

We select and customize AI models based on your specific use cases and performance requirements. This phase focuses on optimizing model accuracy and efficiency through iterative training and validation processes.

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Architecture Design

We select the most appropriate AI models and architectures for your specific needs.

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Training Strategy

Our team develops a comprehensive training approach using your prepared datasets.

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Performance Benchmarking

We establish clear metrics to measure model performance and accuracy.

04

Development & Integration

We build and integrate AI agents into your existing systems using proven architectures and frameworks. This stage ensures seamless operation while maintaining security and scalability across your infrastructure.

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Core Development

Custom development of the AI agent using industry-best practices and scalable architecture.

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System Integration

Seamless connection with existing infrastructure and systems.

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Interface Development

Intuitive interfaces designed for optimal user interaction with the AI agent.

05

Testing & Validation

We rigorously test AI agents across multiple scenarios to ensure reliability and accuracy. This phase validates performance, security, and compliance while fine-tuning for optimal results.

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Functionality Testing

Thorough testing of all AI agent features and capabilities across multiple scenarios.

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Performance Verification

Rigorous validation of system performance under various conditions and loads.

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Security Assessment

Comprehensive security testing ensuring complete data protection.

06

Deployment & Scaling

We implement AI agents using a structured rollout strategy that minimizes disruption. This stage includes monitoring systems setup and performance optimization for enterprise-scale operations.

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Staged Rollout

Carefully planned deployment strategy minimizing operational disruption.

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Performance Monitoring

Real-time monitoring systems ensuring optimal operation.

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Scale Optimization

Robust scaling capabilities handling increasing workloads efficiently.

07

Continuous Learning & Optimization

We establish ongoing monitoring and refinement processes to ensure sustained performance. This phase includes regular updates, performance tracking, and continuous improvement based on real-world usage patterns.

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Performance Analysis

Dynamic monitoring and analysis of AI agent performance metrics.

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Model Refinement

Regular updates and optimization based on real-world usage patterns.

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System Evolution

Ongoing improvements enhancing functionality and operational efficiency.

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Industries We Build Planning AI Agents For

AI agents built to address specific needs of organizations everywhere.

We tailor fit AI agents to address the specific needs, pain points, and processes for the following industries.

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Automotive
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Cannabis
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FinTech
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Healthcare
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Hospitality
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Insurance
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Logistics
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Media Entertainment
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Manufacturing
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Oil Gas
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Professional Services
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Restaurant
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Retail
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Shopper Marketing
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Sports
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Transportation
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Travel
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Our AI Agents Speak For Themselves

But so do our clients.

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Logan Gerber – Marketing Director at NFL Foundation

“Orases successfully built efficiencies into our prototype and delivered a high-quality platform.”

See The Project
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Matt Owings – President at Next Day Dumpsters

“They’re honorable, reputable, and easy to work with. They genuinely care about the outcome and want to do a good job.”

See The Project
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Donald J. Roy, Jr., CPA – Executive Vice President at American Kidney Fund

“Orases built a platform that’s boosted productivity by about 30%.”

See The Project
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Torey Carter-Conneen – Chief Operating Officer at American Immigration Lawyers Association

“Not only do they want to succeed, they strive to produce functionally and visually unique software.”

See The Project
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Frequently Asked Questions About Planning AI Agents

Answers to the questions that’s been on everyone’s mind.

How Is AI Used For Strategic Planning?

Strategic planning leverages predictive modeling and simulations to forecast market conditions, competitor actions, and other external factors, creating data-driven plans specifying required capabilities and resource allocations.

What’s The Difference Between Planning AI & Predictive AI?

While predictive AI extrapolates likely future outcomes, planning AI goes further by detailing optimal strategies and actions needed to steer towards organizational goals based on predictive insights.

Can Planning AI Be Customized For Specific Industries?

While general planning methods apply across contexts, customizing solution architectures, training processes, and modeling parameters for individual industries and use cases enhances relevance and performance.

How Does AI Adapt When Conditions Change?

Planning agents frequently re-evaluate existing plans against updated data inputs, running simulations to determine if modifications are necessary to ensure continued feasibility and goal alignment amidst change. This flexibility gives them an edge in handling dynamism.

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Featured Insights

Take a deeper dive into the world of possibilities AI agent development services offer.

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The Modern Think Tank: Leveraging AI For Organizational Growth And Innovation

Artificial intelligence has the power to reshape business models, & with AI’s broad range of applications, businesses will see an impact.

Read More
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AI In Healthcare: Predictive, Personalized, & Preventive Care

AI in healthcare has the potential to transform the medical landscape into a more efficient, humane, and customized system.

Read More
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Related AI Services

We’ve got everything you need.

AI Machine Learning Services

AI Success Framework

AI Data Management Services

AI Machine Learning Consulting

AI Data Processing Services

RAG-as-a-Service (RaaS)

Our client relationships go beyond technology.

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Orases successfully built efficiencies into our prototype and delivered a high-quality platform.

See the project
NFL Logo

Logan Gerber

Marketing Director at NFL Foundation

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They’re so approachable and willing to go above and beyond.

See the project
ASID

Joseph Cephas

VP of Communications

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I don’t believe that we would have been successful without our collaboration with Orases.

See the project
SCI

John Dumas

CEO

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They plug in seamlessly to a team and can handle the full project end-to-end.

See the project
MLB

Ken Isaacson

VP of Project Management

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They’re honorable, reputable, and easy to work with. They genuinely care about the outcome and want to do a good job.

See the project
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Matt Owings

President

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84
Net Promoter Score
(17 is the industry average)
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100%
U.S.-Based
(We never outsource coding)
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5.0
Clutch Rating
(First in industry)
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4.8
Google Review
(in business since 2000)

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On the call we will...

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  • Get a feel if Orases is right for you
  • Take the first step toward making your vision a reality
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