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DD Consulting · Proprietary Engagement Model

The Transformation
Operating System

A four-stage engagement model that moves from evidence to adoption — not from vendor to invoice. Every recommendation is grounded in diagnostics, designed for your architecture, built by our engineers, and sustained through certified change management. Select your engagement path below.

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Standards · governance by design

Our governance standards

ISO 42001 AI Management Review

Independent ISO/IEC 42001 readiness reviews. We assess your AI Management System (AIMS) against the international standard for responsible AI — covering context, leadership, planning, support, operation, performance evaluation and continual improvement. Deliverables: gap register, control map, and a board-grade certification pathway.

Applied in Stage 01 · 02 · 04

The wrong approach

What actually works

Let's just automate stuff
Clear use cases aligned to business value.
We built something in GPT
Staff adoption, training, and change management.
Our devs are learning AI
Strategic guidance and cross-team alignment.

Certifications

AgilePgM · Change Management Foundation · AWS Certified AI · Prosci / ADKAR · PMP

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Proof · strategy in production

We build what we advise

AskDD

Autonomous sales — a 24/7 AI workforce that integrates with your CRM to qualify leads and automate sales logic.

A 24/7 AI workforce that doesn't just 'chat' — it integrates with your CRM to qualify leads and automate sales logic.

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ServAI

Conversational food ordering — guests order in natural language while the agent handles menu logic end-to-end.

An AI ordering agent for hospitality venues. Guests order in natural language — chat or voice — while ServAI handles menu logic, modifiers, upsell and kitchen hand-off end-to-end, with no app download and no human in the loop.

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DD Consulting · Consultants Who Code

The Transformation Operating System is a DD Consulting proprietary engagement model. All stage outcomes are client-specific and are not a guarantee of future performance. AWS co-investment programs are subject to vendor eligibility criteria and are never guaranteed.

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The Transformation Operating System, in full

The same four stages, written down — for readers, assistive technology and search engines.

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Track
Stage
Industry
EnterpriseVenture

Enterprise Transformation

For established organizations eliminating operational bottlenecks and modernizing their technology estate.

01

Align & Audit

Diagnostic boardroom

Before we recommend anything, we understand everything.

What we do

  • · Technology estate audit & baseline documentation
  • · Current-state process mapping across key business units
  • · AI & cloud readiness assessment via our Cognitive Transformation & AI Maturity Framework™
  • · ADKAR-based change-readiness diagnostic
  • · AWS funding eligibility assessment
  • · Stakeholder alignment sessions across leadership and operations

What you get

  • · Ground-truth capability snapshot of your current technology estate
  • · AI maturity score with gap analysis across 7 pillars
  • · A prioritised constraint register — what is actually limiting performance
  • · Stakeholder readiness map by function
  • · Identified AWS funding programs your organization may be eligible to apply for

Why it matters

Most transformations fail because they start with solutions before understanding problems. We start with evidence. Every recommendation in Stages 2–4 is traceable back to what we found here.

Our expertise

PMP Structured Discovery · ISO 42001 AI Risk Mapping · Prosci / ADKAR Baseline · Cognitive AI Maturity Framework™

02

Architect & Select

Architecture studio

We design for the problem in front of you — not the vendor behind us.

What we do

  • · Future-state architecture design across cloud, AI, data, and process layers
  • · Buy vs. Build feasibility evaluation for core technology requirements
  • · Vendor evaluation across cloud, AI, BI, CRM, and HRIS platforms
  • · System-agnostic process re-engineering aligned to your target operating model
  • · Business case modelling with ROI framing
  • · Funding pathway mapping — identifying programs eligible clients may apply for

What you get

  • · Vendor-agnostic architecture blueprint tailored to your estate
  • · Buy vs. Build evaluation matrix with 3-year TCO model
  • · Scored vendor shortlist with documented selection rationale
  • · APRA CPS 234 / ISO 42001 security architecture sign-off
  • · Business case with ROI modelling — not a vendor deck

Why it matters

Technology selection without architecture is the fastest route to expensive rework. Vendor-led design optimises for vendor outcomes. Ours optimises for yours — vendor-agnostic by design, governed by your constraints.

Our expertise

AWS Certified Architecture · HubSpot Ecosystem Mapping · PMP Stage-Gate Review · ISO 42001 AI Governance

03

Engineer & Operationalize

Engineering floor

We don't hand off a spec sheet. We build.

What we do

  • · Secure AWS landing zone setup and cloud infrastructure deployment
  • · Legacy data migration and validated cutover
  • · Custom API middleware build and system integration
  • · Sovereign Multi-Agent AI Engineering — AWS Bedrock, LangGraph, stateful orchestration
  • · Custom BI reporting and analytics layer
  • · CRM implementation and HubSpot workflow automation

What you get

  • · A working, integrated technology stack — not a prototype
  • · Clean data in the right system, migrated and validated
  • · Automated workflows replacing manual effort at scale
  • · Zero-downtime cutover confirmed by User Acceptance Testing
  • · Documented, production-grade build artefacts

Why it matters

Delivery risk is where most consulting promises collapse. Strategy without execution is a deck. Our team codes, configures, and integrates — the firm that designed it builds it.

Our expertise

AWS Cloud Deployment · HubSpot CRM Build · AWS Bedrock / Multi-Agent AI · BI / Analytics Layer

04

Adopt & Sustain

Adoption floor

Adoption is the outcome. Everything else is a prerequisite.

What we do

  • · Prosci/ADKAR structured change management program
  • · Role remapping — My Work / With Me / For Me task category mapping
  • · Role-based training and Experiential AI Fluency sandboxes
  • · Hyperscaler FinOps optimisation — governing cloud cost against business outcomes
  • · Managed AI Assurance retainer — semantic drift monitoring, RAG hygiene, token spend optimisation

What you get

  • · A workforce that actually uses the system — measurable behaviour change
  • · Cloud costs governed against business outcomes, not just minimised
  • · Governance-ready documentation aligned to ISO 42001
  • · Monthly AI accuracy telemetry reports and vector store hygiene
  • · A retainer partner who knows your estate — not a helpdesk ticket

Why it matters

Technology without adoption is infrastructure spend with no return. This stage is where investment becomes measurable performance — and where the loop back to Stage 1 begins continuous optimisation.

Our expertise

Prosci / ADKAR Certified · AWS FinOps Optimisation · ISO 42001 Governance Docs · PMP Retainer Governance

Continuous Optimisation Loop

Stage 4 feeds back into Stage 1. As your technology estate evolves and AI capabilities advance, we return to the ground-truth diagnostic — adapting strategy, architecture, and capability to where the business is today, not where it was at contract start. This is not a project lifecycle. It is an operating model.

Venture Product Engineering

For founders, scale-ups, and corporate innovation labs turning digital concepts into scalable commercial products.

01

Align & Audit

Diagnostic boardroom

Before we recommend anything, we understand everything.

What we do

  • · Executive Discovery Sprint — product vision refinement and user journey mapping
  • · AI readiness diagnostics using Pillar I (Digital & Data) and Pillar VII (Commercial & Ecosystem)
  • · Concept validation via the Behavioral AI Productization Engine™ — Fogg activation and Hook retention scoring
  • · AWS funding eligibility assessment for eligible co-investment programs
  • · Qualification gate: concept proceeds to MVP only if activation and retention thresholds are met

What you get

  • · Validated product concept scorecard — build or park decision before any capital commitment
  • · AI readiness baseline and feasibility recommendation
  • · Identified AWS co-investment programs your venture may be eligible to apply for
  • · A clear go / no-go gate with documented rationale — not a consultant's opinion

Why it matters

Most venture engineering failures happen because concepts are built before they are validated. The Behavioral AI Productization Engine™ scores your product for user activation and retention before a single line of code is written.

Our expertise

PMP Structured Discovery · ISO 42001 AI Risk Mapping · Prosci / ADKAR Baseline · Cognitive AI Maturity Framework™

02

Architect & Select

Architecture studio

We design for the problem in front of you — not the vendor behind us.

What we do

  • · Secure-by-design, serverless MVP architecture on AWS (Sydney ap-southeast-2)
  • · Buy vs. Build feasibility for core product modules
  • · Retention and activation architecture — Hook model embedded into product design
  • · IP clearance mapping and technology stack ownership validation
  • · APRA CPS 234 / ISO 42001 security and data sovereignty design from day one

What you get

  • · Production-ready MVP architecture blueprint on serverless AWS infrastructure
  • · Security and data sovereignty design — your data stays in your cloud
  • · Vendor-agnostic technology stack recommendation with IP ownership clarity
  • · Business case with commercial model and AWS co-investment pathway mapping
  • · APRA CPS 234 / ISO 42001 security architecture signed off before build begins

Why it matters

Founders who skip architecture spend months rebuilding after their first enterprise pilot fails a security audit. We design security and data sovereignty in from day one — because your first enterprise client will ask for it.

Our expertise

AWS Certified Architecture · HubSpot Ecosystem Mapping · PMP Stage-Gate Review · ISO 42001 AI Governance

03

Engineer & Operationalize

Engineering floor

We don't hand off a spec sheet. We build.

What we do

  • · 4–12 week serverless MVP engineering sprint on AWS — production-ready, not a demo
  • · Multi-Agent AI framework build — AWS Bedrock, LangGraph, human-in-the-loop controls
  • · Analytics growth stack setup — launch analytics, onboarding automation, activation tracking
  • · AskDD conversational lead capture and onboarding workflow integration
  • · Security hardening, compliance build-in, and go-live hypercare

What you get

  • · A production-ready MVP deployed on serverless AWS — enterprise-grade from day one
  • · Not a prototype: the platform your first enterprise client can sign off on
  • · Analytics and onboarding automation running at launch
  • · Documented build artefacts and IP you own, not a vendor's black box
  • · Go-live hypercare and validated live-environment execution

Why it matters

Speed-to-market means nothing if your first enterprise pilot fails a security audit or can't scale past 50 users. We engineer for production from Sprint 1 — so your launch is a launch, not a beta.

Our expertise

AWS Cloud Deployment · HubSpot CRM Build · AWS Bedrock / Multi-Agent AI · BI / Analytics Layer

04

Adopt & Sustain

Adoption floor

Adoption is the outcome. Everything else is a prerequisite.

What we do

  • · Go-To-Market (GTM) launch execution and enterprise B2B pilot introductions
  • · Production Expansion & Scaling — transition MVP to enterprise-grade production platform
  • · AWS FinOps optimisation as your product scales — costs governed against growth outcomes
  • · Managed AI Assurance retainer — semantic drift monitoring, RAG knowledge base hygiene, token spend optimisation
  • · Ongoing Fractional CTO partnership for product roadmap governance

What you get

  • · A launched, live product with analytics and onboarding automation running
  • · Enterprise-grade production infrastructure — ready for your next funding round's due diligence
  • · AWS cloud costs governed against revenue growth, not just minimised
  • · An ongoing engineering partner who knows your codebase — not a rotating helpdesk

Why it matters

GTM without scale infrastructure is a soft launch. We stay with you through production expansion — because our engagement succeeds when your product does, not when we hand over documentation.

Our expertise

Prosci / ADKAR Certified · AWS FinOps Optimisation · ISO 42001 Governance Docs · PMP Retainer Governance

Continuous Optimisation Loop

Stage 4 feeds back into Stage 1. As your product grows and user patterns evolve, we return to the diagnostics — re-validating architecture, re-scoring activation loops, and adapting your AI systems to where the market has moved. Your product is not finished at launch. Neither are we.

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