All Products
Every Viksya decision framework, AI-DLC operating-model tool, and creator calculator, in one place.
Decision Frameworks
AI Readiness Assessment
A 30-criteria scoring model across six dimensions that replaces opinion with an evidence-based AI readiness baseline, delivered as a scored Excel workbook.
Cloud Migration Readiness Assessment
A vendor-neutral evaluation of cloud migration readiness, scored across 30 criteria in six dimensions, with a toggle for internal or vendor-led delivery.
AI Use Case Prioritization Framework
A structured, weighted method for ranking candidate AI use cases by business value, feasibility, and data readiness to produce a defensible Wave 1 shortlist.
AI Project Estimation Model
A P50/P80/P90 confidence-ranged cost and effort model for AI projects, with non-linearity multipliers, LLM token costing, and a CAPEX/OPEX split.
AI Investment ROI Model
A three-scenario financial model producing NPV, IRR, payback period, and benefit-cost ratio for AI investment business cases, with sensitivity analysis.
AI Investment ROI Model — Location-Adjusted Edition
A location- and language-adjusted edition of the AI Investment ROI Model, converting local deployment costs to USD for accurate cross-market comparison.
AI Production Governance Toolkit
A two-module Excel workbook for AI governance teams: a pre-deployment gate and a monthly review confirming oversight and accountability.
AI Vendor Governance Scorecard
An Excel workbook scoring 25 criteria across five governance dimensions, producing a weighted Vendor Risk Score and a four-tier dependency classification.
AI Regulatory Compliance Risk Register
An Excel workbook for AI governance leads, updated for the EU Digital Omnibus on AI and India's DPDP Act, classifying AI use cases by regulatory risk.
EU AI Act High-Risk Compliance Pack
An Excel workbook for high-risk AI system owners and providers under the EU AI Act, covering role determination and compliance execution in seven tabs.
AI Transformation Suite
Three connected frameworks — Readiness, Estimation, and ROI Model — covering the AI investment decision arc from first assessment to funded budget.
AI-DLC Operating System
AI-DLC Dictionary of Terms
A practitioner reference defining AWS's AI-DLC methodology and the vocabulary used across AI-driven software delivery. Free to use.
AI-DLC Adoption Readiness Assessment
A 25-criteria Excel diagnostic scoring readiness to adopt AI-DLC across five dimensions, producing a weighted score and Adoption Path.
AI-DLC Starter Kit
A bundle of three connected instruments — Dictionary of Terms, Adoption Readiness Assessment, and ROI & Business Case Model — for starting AI-DLC.
AI-DLC Interview Questions & Answers By Role
Grounded in AWS's published AI-DLC methodology, with answers written to be defended in a room, not recited from a slide, organised by role.
AI-DLC ROI & Business Case Model
Turn your own delivery economics into a board-ready AI-DLC business case — payback period, Year-1 ROI, and multi-year NPV, built on assumptions you set.
AI-DLC Pilot Selection & Portfolio Segmentation Tool
Scores up to 12 candidate projects against six dimensions to produce a ranked AI-DLC pilot shortlist and portfolio segmentation view.
AI-DLC Context Engineering Playbook
Defines the five knowledge artifact types AI-DLC depends on, with design patterns, an extraction method, common anti-patterns, and a governance model.
AI-DLC Context Pack Builder
A free agent skill that assembles a minimum sufficient Context Pack for one AI-DLC Bolt, covering intent, scope, constraints, and definition of done.
SAFe/Agile/Waterfall → AI-DLC Transition Playbook
Maps SAFe, Agile, and Waterfall constructs onto AI-DLC equivalents, with a four-phase roadmap, common failure modes, and role-by-role transition notes.
AI-DLC Role Transition & Org Design Guide
Treats role redesign, team topology, and reskilling as deliberate decisions in an AI-DLC transition, covering eight redesigned roles and three org models.
AI-DLC Transformation Kit
A bundle of three connected playbooks covering methodology mapping, context discipline, and org design for an AI-DLC transition.
AI-DLC RACI & Governance Gate Design Template
An Excel kit producing two linked artefacts: a RACI matrix across every AI-DLC activity and a Governance Gate Design for each one.
AI-DLC Risk & Compliance Register
A pre-seeded Excel risk register covering 20 operational risks across four categories specific to AI-DLC delivery.
AI-DLC Governance & Metrics Dashboard
A recurring Excel tracker for AI-DLC teams — 11 indicators rolled into a Delivery Health Score and a Ritual Discipline Flag for early drift detection.
AI-DLC Maturity Model & Benchmarking Tool
A quarterly Excel diagnostic scoring six AI-DLC behaviours across 24 criteria, producing an Overall Maturity Score and a cross-team benchmark.
For Creators
Free rate-benchmarking calculators for individual content creators negotiating brand deals, with an optional one-time upgrade for the full sheet.
RateCheck
Free interactive calculator with a one-time $29 upgrade (DealDesk / Creator ROI Calculator) for the full rate-card sheet.
DealDesk
Free interactive calculator with a one-time $29 upgrade (DealDesk / Creator ROI Calculator) for the full rate-card sheet.