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Product Roadmap

Discover what's available today and what's coming next in AI Readi's platform evolution

Product Roadmap: 2026-2030

Our path from MVP to category leadership with predictable scaling

Available Now

Context Setting & AI Maturity Assessment

Available Now
Available Now

Configure your organizational context (industry, function, role) and assess your AI maturity to receive personalized recommendations throughout the platform.

Click for details

Strategic Objectives Framework

Available Now
Available Now

Define your strategic goals using a comprehensive OKR+KPI framework with hierarchical goal management and role-based recommendations.

Click for details

Use Case Selection & Prioritization

Available Now
Available Now

Explore 700+ AI use cases with context-aware filtering, strategic ranking by objective alignment, and dependency identification for phased implementation.

Click for details

Use Case Evaluation - Simulation Mode

Available Now
Available Now

Get AI-powered simulations using industry benchmarks to evaluate use case readiness, capability gaps, and risk assessments before collecting real organizational data.

Click for details

Value Chain Impact - Simulation

Available Now
Available Now

Monitor value chain impact across selected use cases with Claude AI-powered simulations for progress tracking and impact evaluation.

Click for details
Q1 2026

Stakeholder Management & Contributions

Available Now
Months 1-2 (8 weeks)

Invite stakeholders across your organization to contribute their expertise to evaluations, track contributions, and manage collaborative workflows.

Click for details

Approach Selection Framework

Planned

Choose your AI transformation strategy with guidance on top-down vs bottom-up and centralized vs distributed approaches, including organizational readiness assessment.

Click for details
Q2 2026

Use Case Evaluation - Real Mode

Planned

Transition from simulations to capturing real organizational data through multi-dimensional questionnaires covering technical feasibility, data readiness, organizational readiness, and business value.

Click for details

Enterprise SSO Implementation

Planned

Enable enterprise single sign-on with support for major identity providers including Okta, Azure AD, OneLogin, Google Workspace, and Microsoft 365.

Click for details

Initiative Impact Appraisal

Planned

Estimate resources needed for implementation including financial, human, and technological investments. Visualize dependencies and critical paths with success probability modeling.

Click for details
Q3 2026

Value Chain Engineering

Planned

Design optimized processes for AI integration with workflow diagram editing, bottleneck identification, and step-by-step implementation blueprints.

Click for details

Impact & Context Tracking

Planned

Monitor implementation progress with financial and operational metrics tracking, capture learnings and best practices, and track decision rationale over time.

Click for details

Compliance Framework

Planned

Navigate regulatory requirements with industry-specific compliance frameworks, audit trail systems, and compliance risk assessment with gap identification.

Click for details
Q4 2026

Benchmarking & Competitive Intelligence

Planned

Compare your progress against industry peers with anonymous aggregated performance data, identify capability gaps across 89 AI capability areas.

Click for details

Feature Enhancements Across All 8 Features

Planned

Advanced enhancements across the entire platform including ML predictions, real-time collaboration, advanced visualizations, and improved analytics.

Click for details
2027 Vision

ML-Powered Intelligence & Advanced Analytics

Planned

Benefit from machine learning predictions across all features including success probability modeling, capability gap prediction, automated bottleneck detection, and predictive failure mode detection.

Click for details

Enterprise Security Enhancement

Planned

Advanced enterprise security features including granular permissions, LDAP/Active Directory integration, multi-factor authentication, and advanced session management.

Click for details

Enterprise Productivity Integrations

Planned

Connect AI Readi with your existing tools including Jira, Confluence, and other enterprise systems through REST APIs and webhook notifications.

Click for details

Workflow Automation & Internationalization

Planned

Benefit from intelligent automation including auto-generated questionnaires, smart stakeholder matching, automated dependency resolution, and support for English, French, German, and Spanish languages.

Click for details
2028 Vision

Industry-Specific Customization

Planned

Access industry-specific templates, evaluation frameworks, and use case libraries tailored for pharmaceutical/FDA, financial services, healthcare/HIPAA, and manufacturing sectors.

Click for details

Advanced Enterprise Infrastructure

Planned

Enterprise-grade reliability with 99.9% uptime SLA, data residency options, advanced audit logging, and compliance reporting capabilities.

Click for details

Bidirectional Integrations & BI Connectors

Planned

Deep integrations with Salesforce, SAP, Workday, ServiceNow, and business intelligence platforms including Power BI, Tableau, and Looker.

Click for details
2029-2030 Vision

Global Expansion & Advanced Ecosystem

Planned

Global platform support with extended language coverage (Japanese, Mandarin, Portuguese, Spanish), Asia-Pacific and Latin America localization, and comprehensive API capabilities.

Click for details

Technology Modernization Platform (Subject to Validation)

Planned

Expand beyond AI transformation to comprehensive technology modernization including data strategy planning, cloud migration, digital transformation initiatives, and enterprise architecture modernization.

Click for details
Available Now
In Progress
Planned

Current

Available Now

MVP - Core Assessment & Discovery Platform

Available Now
Available Now

Context Setting & AI Maturity Assessment

Configure your organizational context (industry, function, role) and assess your AI maturity to receive personalized recommendations throughout the platform.

  • Industry/sub-industry configuration
  • Function/sub-function mapping
  • AI maturity assessment with scoring
  • Organization-level and user-level settings
  • +1 more

Users

Early access partners

Market Share

Initial market entry

Available Now
Available Now

Strategic Objectives Framework

Define your strategic goals using a comprehensive OKR+KPI framework with hierarchical goal management and role-based recommendations.

  • Complete OKR+KPI hierarchy
  • Role/function-based recommendations
  • Draft auto-save during configuration
  • Hierarchical summary views
  • +1 more
Available Now
Available Now

Use Case Selection & Prioritization

Explore 700+ AI use cases with context-aware filtering, strategic ranking by objective alignment, and dependency identification for phased implementation.

  • 700+ AI use cases library
  • Context-aware filtering by maturity
  • Strategic ranking by objective alignment
  • Capability prerequisites (89 categories)
  • +2 more
Available Now
Available Now

Use Case Evaluation - Simulation Mode

Get AI-powered simulations using industry benchmarks to evaluate use case readiness, capability gaps, and risk assessments before collecting real organizational data.

  • Benchmark-based simulations using industry data
  • Industry benchmark integration
  • Live progress tracking
  • Readiness scores calculation
  • +2 more
Available Now
Available Now

Value Chain Impact - Simulation

Monitor value chain impact across selected use cases with Claude AI-powered simulations for progress tracking and impact evaluation.

  • Value chain status dashboard
  • Use case progress monitoring
  • Impact evaluation tracking
  • Claude AI-powered value chain impact simulations

Months 1-3

Q1 2026

Multi-Role Foundation & Strategic Approach Selection

Available Now
Months 1-2 (8 weeks)

Stakeholder Management & Contributions

Invite stakeholders across your organization to contribute their expertise to evaluations, track contributions, and manage collaborative workflows.

  • Role-based invitation system
  • Multi-user contribution workflows
  • Progress tracking dashboards
  • Email automation (SendGrid/Postmark)
  • +3 more
Planned
Month 2-3 (4 weeks, parallel from Week 5)

Approach Selection Framework

Choose your AI transformation strategy with guidance on top-down vs bottom-up and centralized vs distributed approaches, including organizational readiness assessment.

  • Top-down vs bottom-up strategy selection
  • Centralized vs distributed approach options
  • Organizational readiness assessment
  • Change capacity questionnaire
  • +2 more

Months 4-6

Q2 2026

Enterprise Readiness & ROI Engine

Planned
Months 4-5 (6 weeks)

Use Case Evaluation - Real Mode

Transition from simulations to capturing real organizational data through multi-dimensional questionnaires covering technical feasibility, data readiness, organizational readiness, and business value.

  • Technical feasibility questionnaires
  • Data readiness assessment
  • Organizational readiness evaluation
  • Business value quantification
  • +3 more
Planned
Months 4-5 (6 weeks)

Enterprise SSO Implementation

Enable enterprise single sign-on with support for major identity providers including Okta, Azure AD, OneLogin, Google Workspace, and Microsoft 365.

  • SAML 2.0 integration (Okta, Azure AD, OneLogin)
  • OAuth 2.0 providers (Google, Microsoft)
  • Security hardening
  • Comprehensive audit logging
  • +3 more
Planned
Months 5-6 (5 weeks)

Initiative Impact Appraisal

Estimate resources needed for implementation including financial, human, and technological investments. Visualize dependencies and critical paths with success probability modeling.

  • Financial resource estimation
  • Human resource planning
  • Technology investment calculator
  • Dependency mapper
  • +3 more

Months 7-9

Q3 2026

Implementation Planning & Continuous Learning

Planned
Months 7-8 (7 weeks)

Value Chain Engineering

Design optimized processes for AI integration with workflow diagram editing, bottleneck identification, and step-by-step implementation blueprints.

  • Process redesign canvas
  • Workflow diagram editor
  • Bottleneck identification (data, skills, processes)
  • Implementation blueprint generator
  • +2 more
Planned
Months 7-8 (5 weeks)

Impact & Context Tracking

Monitor implementation progress with financial and operational metrics tracking, capture learnings and best practices, and track decision rationale over time.

  • Financial metrics tracking dashboard
  • Operational metrics monitoring
  • Learning capture system
  • Implementation notes repository
  • +3 more
Planned
Month 9 (6 weeks)

Compliance Framework

Navigate regulatory requirements with industry-specific compliance frameworks, audit trail systems, and compliance risk assessment with gap identification.

  • Regulatory framework library (FDA, EMA)
  • Industry-specific compliance templates
  • Audit trail system
  • Decision-making process tracking
  • +2 more

Months 10-12

Q4 2026

Advanced Capabilities & Market Expansion

Planned
Month 10 (3 weeks)

Benchmarking & Competitive Intelligence

Compare your progress against industry peers with anonymous aggregated performance data, identify capability gaps across 89 AI capability areas.

  • Anonymous data collection system
  • Aggregated performance metrics
  • Peer comparison dashboard
  • Industry segmentation
  • +2 more
Planned
Months 10-12

Feature Enhancements Across All 8 Features

Advanced enhancements across the entire platform including ML predictions, real-time collaboration, advanced visualizations, and improved analytics.

  • Peer benchmarking (Context Setting)
  • AI-generated recommendations (Strategic Objectives)
  • Portfolio sequencing (Use Case Selection)
  • Advanced evaluation dimensions - ethics, compliance (Evaluation)
  • +12 more

2027

2027 Vision

ML-Powered Intelligence & Enterprise Capabilities

Planned
Q1 2027

ML-Powered Intelligence & Advanced Analytics

Benefit from machine learning predictions across all features including success probability modeling, capability gap prediction, automated bottleneck detection, and predictive failure mode detection.

  • ML-powered success probability modeling
  • Capability gap prediction engine
  • Automated bottleneck detection
  • Predictive failure mode detection
  • +2 more
Planned
Q2 2027

Enterprise Security Enhancement

Advanced enterprise security features including granular permissions, LDAP/Active Directory integration, multi-factor authentication, and advanced session management.

  • Advanced RBAC with delegation
  • Granular permission system
  • LDAP/Active Directory integration
  • Just-in-Time (JIT) provisioning
  • +5 more
Planned
Q3 2027

Enterprise Productivity Integrations

Connect AI Readi with your existing tools including Jira, Confluence, and other enterprise systems through REST APIs and webhook notifications.

  • Jira integration (tracking, issues)
  • Confluence integration (docs, knowledge base)
  • REST API with authentication
  • Rate limiting infrastructure
  • +3 more
Planned
Q4 2027

Workflow Automation & Internationalization

Benefit from intelligent automation including auto-generated questionnaires, smart stakeholder matching, automated dependency resolution, and support for English, French, German, and Spanish languages.

  • Auto-generated questionnaires
  • Intelligent stakeholder matching
  • Automated dependency resolution
  • Smart process recommendations
  • +4 more

2028

2028 Vision

Industry Specialization & Enterprise Hardening

Planned
2028

Industry-Specific Customization

Access industry-specific templates, evaluation frameworks, and use case libraries tailored for pharmaceutical/FDA, financial services, healthcare/HIPAA, and manufacturing sectors.

  • Pharmaceutical/FDA specialization
  • Financial services templates
  • Healthcare/HIPAA frameworks
  • Manufacturing workflows
  • +3 more
Planned
2028

Advanced Enterprise Infrastructure

Enterprise-grade reliability with 99.9% uptime SLA, data residency options, advanced audit logging, and compliance reporting capabilities.

  • 99.9% uptime SLA
  • Data residency options (regional)
  • Advanced audit logging
  • Compliance reporting automation
  • +4 more
Planned
2028

Bidirectional Integrations & BI Connectors

Deep integrations with Salesforce, SAP, Workday, ServiceNow, and business intelligence platforms including Power BI, Tableau, and Looker.

  • Salesforce bidirectional sync
  • SAP integration
  • Workday connector
  • ServiceNow integration
  • +6 more

2029-2030

2029-2030 Vision

Global Expansion & Technology Modernization Platform

Planned
2029

Global Expansion & Advanced Ecosystem

Global platform support with extended language coverage (Japanese, Mandarin, Portuguese, Spanish), Asia-Pacific and Latin America localization, and comprehensive API capabilities.

  • Extended language support (JA, ZH, PT, ES)
  • APAC market localization
  • Latin America localization
  • CCPA compliance framework
  • +5 more
Planned
2029-2030

Technology Modernization Platform (Subject to Validation)

Expand beyond AI transformation to comprehensive technology modernization including data strategy planning, cloud migration, digital transformation initiatives, and enterprise architecture modernization.

  • Data strategy planning
  • Data quality improvement roadmaps
  • Data platform modernization
  • Data governance frameworks
  • +7 more

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