TEKSUN PROCESS

End-to-End Product Development & Project Fulfillment

Teksun's 5 Phase AI Development Life Cycle

Teksun 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, Teksun provides unwavering support to ensure a successful outcome.
Phase 1
DESIGN
Phase 2
DEVELOP
Phase 3
TUNE
Phase 4
AUTOMATE
Phase 5
MAINTAIN
Key Activities

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

Key Deliverable

  • Product Requirements Specification
  • Architecture Document

Key Activities

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

Key Deliverable

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

Key Activities

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

Key Deliverable

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

Key Activities

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

Key Deliverable

  • Cloud Infrastructure
  • Automated 360 Pipeline
  • Data Labeling Review Setup

Key Activities

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

Key Deliverable

  • Scalable Cloud Infrastructure
  • Up To Date Model Performance

clock (1)

4-8 WEEKS

clock (1)

12 - 24 WEEKS

clock (1)

4 - 8 WEEKS

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4 - 8 WEEKS

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ONGOING

Phase 1
DESIGN
Key Activities

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

Key Deliverable

  • Product Requirements Specification
  • Architecture Document

clock (1)

4-8 WEEKS

Phase 2
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

Key Deliverable

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

clock (1)

12 - 24 WEEKS

Phase 3
TUNE
Key Activities

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

Key Deliverable

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

clock (1)

4 - 8 WEEKS

Phase 4
AUTOMATE
Key Activities

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

Key Deliverable

  • Cloud Infrastructure
  • Automated 360 Pipeline
  • Data Labeling Review Setup

clock (1)

4 - 8 WEEKS

Phase 5
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

Key Deliverable

  • Scalable Cloud Infrastructure
  • Up To Date Model Performance

clock (1)

ONGOING

Data Source (Options)

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

RFQ to FDR- Teksun Project Delivery Cycle

Below you will discover the various stages of your Project’s Delivery Cycle, starting from a Request for Quotation (RFQ) which initiates
the Product Requirement Gathering process, and ending with a Final Delivery Report, which releases all final Project Deliverables.
01.
RFQ
Request For Quotation
Submitted by Client

➜

  • Requirement Gathering
    Process Initiated

02.
Architecture
Solutioning
Presented by Teksun

➜

  • Initial Requirements &
    Development Approach

➜

  • Approved by Client

03.
Commercials
Solutioning
Presented by Teksun

➜

  • Ballpark Timeline,
    Efforts, & Costing

➜

  • Approved by Client

04.
Project
Proposal
Presented by Teksun

➜

  • SoW, Team Plan, Milestones,
    Payment Terms

➜

  • Approved by Client

05.
PO
Purchase Order
Issued by Client

➜

  • Project Kickoff Amount
    Released by Client

06.
Project
Kickoff
Phase 1, Design

➜

  • Product Requirement &
    Technical System
    Architecture Documentation

07.
Design
Delivery
Phase 1, Design

➜

  • Mutual Sign-off
    on Phase 1

➜

  • Release of all Phase 1
    Deliverables

08.
Development
Kickoff
Phase 2, Development

➜

  • Agile- Continuous
    Sprint Release Cycle

09.
Product
Delivery
Phase 2, Development

➜

  • Inspection & Testing
    of Phase 2 Product
    by Client

10.
FDR
Final Delivery Report
Presented by Teksun

➜

  • Acknowledging All Requirements Met

➜

  • Project Closure Payment Released by Client

➜

  • Mutual Sign-off on Project Closure

➜

  • Final Release of all Deliverables to Client

TALK TO US TODAY

Please share your product idea or need and Teksun will reply to you immediately

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TALK TO US TODAY
Please share your product idea or need and Teksun will reply to you immediately