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Process: AI Development

Data Inception To
Real-World Integration

Rapidise follows a proven Life Cycle for AI projects, encompassing all crucial stages in bringing a product to life, from ideation to market launch. At every step of the process, Rapidise provides unwavering support to ensure a successful outcome.

Our Process

Phase 1 Phase 2 Phase 3 Phase 4 Phase 5
Design
Design
Develop
Develop
Tune
Tune
Automate
Automate
Maintain
Maintain

Design

Key Activities

  • Defining Acceptance Criteria
  • Data Source Finalization
  • Model Architecture Identification
  • POC If Required
  • Design

    Key Deliverable

  • Product Requirements Specification
  • Architecture Document
  • Phase 1
  • Develop

    Key Activities

  • Data Annotation
  • Data Pre Processing
  • AI Model Training
  • Model Transformation for the Target Platform
  • Inference Code for Target Platform
  • Happy Path Testing
  • Develop

    Key Deliverable

  • ETL Pipeline
  • AI model v1.0
  • Model Benchmarking Report for Test Data vs Live Data
  • Phase 2
  • Tune

    Key Activities

  • Hyperparameter Tuning Of Model
  • Benchmarking Of Models
  • Evaluate Secondary Matrices If Required
  • Risk Assessment
  • Quantization And Pruning Of Model
  • Develop

    Key Deliverable

  • AI Model V2.0
  • Model Benchmarking Report For Test Data Vs Live Data
  • Phase 3
  • Automate

    Key Activities

  • MLOps
  • Automate Data Collection
  • Automate Data Labeling
  • Automate Model Training
  • Automate Testing and Deployment
  • Automate Data Drift Identification
  • Develop

    Key Deliverable

  • Cloud Infrastructure
  • Automated 360 Pipeline
  • Data Labeling Review Setup
  • Phase 4
  • MAINTAIN

    Key Activities

  • Auto Scaling For Cloud Deployment
  • Continuous Monitoring Of Model Performance
  • Drift Correction Through New Dataset Addition
  • Drift Correction Through Hyper Parameter Tuning
  • Develop

    Key Deliverable

  • Scalable Cloud Infrastructure
  • Up To Date Model Performance
  • Phase 5
  • Data Source (Options)

    Dedicated Team for Data Collection
    Dedicated Team for Data Collection
    Commercial Datasets
    Commercial Datasets
    Open Source Datasets
    Open Source Datasets
    Simulate Datasets Through Third Party Licencing Tools
    Simulate Datasets Through Third Party Licencing Tools

    RFQ to FDR Rapidise Project Delivery Cycle

    Within your Project’s Delivery Cycle, the journey begins with a Request for Quotation (RFQ), sparking the Product Requirement Gathering phase. It progresses through various stages, culminating in the issuance of a Final Delivery Report, marking the comprehensive release of all project deliverables

    01

    02

    03

    04

    05

    06

    07

    08

    09

    10

    RFQ Request For Quotation

    A Request For Quotation (RFQ) is a formal document used to invite suppliers to submit pricing and terms for products or services. It specifies requirements, terms, and conditions, enabling fair comparison of offers before a purchasing decision.

    • Requirement Gathering Process Initiated

    Architecture Solutioning

    Architecture Solutioning involves designing and implementing strategic solutions for complex technical challenges in various domains

    • Initial Requirements & Development
    • Approach Approved by Client

    Commercials Solutioning

    Commercials Solutioning focuses on devising strategic approaches to optimize business outcomes through effective pricing, market analysis, and revenue enhancement strategies.

    • Ballpark Timeline, Efforts, & Costing
    • Approved by Client

    Project Proposal

    Commercials Solutioning focuses on devising strategic approaches to optimize business outcomes through effective pricing, market analysis, and revenue enhancement strategies.

    • SoW, Team Plan, Milestones, Payment Terms
    • Approved by Client

    PO Purchase Order

    PO Purchase Order refers to the formal document issued by a buyer to a seller, outlining the specific details of goods or services to be purchased. It serves as a contractual agreement, detailing quantities, prices, delivery dates, and terms of payment

    • Project Kickoff Amount Released by Client

    Project Kickoff

    Project Kickoff marks the initiation phase of a project, involving team introduction, goal clarification, and initial planning discussions. It sets the foundation for project scope, timelines, and roles, ensuring alignment and readiness for project execution.

    • Product Requirement & Technical System Architecture Documentation

    Design Delivery

    Design Delivery refers to the process of finalizing and delivering design outputs to stakeholders or clients. It involves ensuring that designs meet specifications, are ready for implementation, and align with project objectives and requirements.

    • Mutual Sign-off on Phase 1
    • Release of all Phase 1 Deliverables

    Development Kickoff

    Development Kickoff marks the beginning of the development phase in a project, where teams gather to discuss requirements, allocate resources, and set milestones. It aims to align stakeholders on project goals, establish a roadmap, and initiate coding and implementation tasks.

    • Agile- Continuous Sprint Release Cycle

    Product Delivery

    Product Delivery involves the final stages of preparing and distributing a finished product to customers or clients. It includes quality assurance checks, packaging, and logistical arrangements to ensure timely and efficient delivery.

    • Inspection & Testing of Phase 2 Product by Client

    FDR Final Delivery Report

    FDR Final Delivery Report is a comprehensive document that outlines the final status and completion details of a project or deliverable, It provides stakeholders with a summary of achievements, outcomes, and any remaining actions or recommendations.

    • Acknowledging All Requirements Met
    • Project Closure Payment Released by Client
    • Mutual Sign-off on Project Closure
    • Final Release of all Deliverables to Client
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    RFQ to FDR Rapidise Project Delivery Cycle

    Within your Project’s Delivery Cycle, the journey begins with a Request for Quotation (RFQ), sparking the Product Requirement Gathering phase. It progresses through various stages, culminating in the issuance of a Final Delivery Report, marking the comprehensive release of all project deliverables
    01
    RFQ Request For Quotation
    A Request For Quotation (RFQ) is a formal document used to invite suppliers to submit pricing and terms for products or services. It specifies requirements, terms, and conditions, enabling fair comparison of offers before a purchasing decision.
  • Requirement Gathering Process Initiated
  • 02
    Architecture Solutioning
    Architecture Solutioning involves designing and implementing strategic solutions for complex technical challenges in various domains.
  • Initial Requirements & Development Approach
  • Approved by Client
  • 03
    Commercials Solutioning
    Commercials Solutioning focuses on devising strategic approaches to optimize business outcomes through effective pricing, market analysis, and revenue enhancement strategies.
  • Ballpark Timeline,Efforts, & Costing
  • Approved by Client
  • 04
    Project Proposal
    Commercials Solutioning focuses on devising strategic approaches to optimize business outcomes through effective pricing, market analysis, and revenue enhancement strategies.
  • SoW, Team Plan, Milestones, Payment Terms
  • Approved by Client
  • 05
    PO Purchase Order
    PO Purchase Order refers to the formal document issued by a buyer to a seller, outlining the specific details of goods or services to be purchased. It serves as a contractual agreement, detailing quantities, prices, delivery dates, and terms of payment.
  • Project Kickoff Amount Released by Client
  • 06
    Project Kickoff
    Project Kickoff marks the initiation phase of a project, involving team introduction, goal clarification, and initial planning discussions. It sets the foundation for project scope, timelines, and roles, ensuring alignment and readiness for project execution.
  • Product Requirement & Technical System Architecture Documentation
  • 07
    Design Delivery
    Design Delivery refers to the process of finalizing and delivering design outputs to stakeholders or clients. It involves ensuring that designs meet specifications, are ready for implementation, and align with project objectives and requirements.
  • Mutual Sign-off on Phase 1
  • Release of all Phase 1 Deliverables
  • 08
    Development Kickoff
    Development Kickoff marks the beginning of the development phase in a project, where teams gather to discuss requirements, allocate resources, and set milestones. It aims to align stakeholders on project goals, establish a roadmap, and initiate coding and implementation tasks.
  • Agile- Continuous Sprint Release Cycle
  • 09
    Product Delivery
    Product Delivery involves the final stages of preparing and distributing a finished product to customers or clients. It includes quality assurance checks, packaging, and logistical arrangements to ensure timely and efficient delivery.
    • Inspection & Testing of Phase 2 Product by Client
    10
    FDR Final Delivery Report
    FDR Final Delivery Report is a comprehensive document that outlines the final status and completion details of a project or deliverable, It provides stakeholders with a summary of achievements, outcomes, and any remaining actions or recommendations.
  • Acknowledging All Requirements Met
  • Project Closure Payment Released by Client
  • Mutual Sign-off on Project Closure
  • Final Release of all Deliverables to Client
  • Industries We Serve

    Automotive

    Security & Surveillance

    Industry 4.0  

    Consumer Electronics

    Healthcare

    Technology Marketplace

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    made HW, SW, or AI Solution

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