Partner Briefing · AI Workbench

Bringing AI-native intelligence to ERP transformation

A specialist advisory capability available for engagement alongside your ERP delivery practice — covering the full programme lifecycle from analysis through to agentic operations.

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AI Workbench Advisory
Local Government State Government Education Utilities

Public sector ERP programmes carry a well-documented failure rate. Budgets overrun. Timelines slip. Legacy systems resist replacement. And by the time the cracks show, the political cost of failure has already arrived.

Automic is a specialist AI advisory that embeds AI Workbench — a purpose-built platform — directly into ERP transformation engagements. The capability sits alongside your delivery team, adding AI-driven intelligence to the phases where programmes typically lose control: analysis, planning, testing, reporting and transition.

The engagement model is designed to work within your commercial structure — contracted through your practice, scoped to your programme phases and sized to complement rather than compete with your delivery team.

Six Capability Areas
01 of 06
Agentic Programme Intelligence
Programme Governance

AI Workbench introduces an agentic layer that monitors programme workstreams, tracks dependencies, flags emerging risk and surfaces decision points — continuously, not just at fortnightly steering meetings. Rather than replacing programme management, it gives your delivery leads a real-time view of where the programme is and where it is heading.

For a consulting partner, this is a governance capability you can demonstrate to a client executive from day one — objective, data-driven and independent of any individual consultant's judgement.

02 of 06
AI-Driven Business Analysis
Discovery & Design

Business analysis typically consumes the largest share of discovery budget and produces the most variable output. AI Workbench compresses this phase by ingesting source materials — policy documents, legacy system data, process maps, stakeholder inputs — and producing structured gap analyses, requirements registers and process documentation at a fraction of the time and cost of a traditional analyst bench.

Your delivery team gets a stronger, more consistent requirements baseline. Your client gets a faster transition from discovery to design. And the budget that would have funded six weeks of analysis work is freed for delivery.

03 of 06
Live Reporting Across the Programme Lifecycle
Reporting & Visibility

AI Workbench establishes a continuous reporting layer that runs from the start of engagement through to post-implementation operations. During transformation, steering committees get live programme health dashboards, milestone tracking and go-live readiness scoring. After go-live, the same infrastructure shifts to operational performance monitoring — process efficiency, compliance indicators, financial accuracy.

For your practice, this means the reporting capability you build during the programme becomes an ongoing client asset — and a natural point of continued advisory engagement.

04 of 06
AI-Optimised Planning, Testing & Cutover
Delivery & Transition

Planning, testing and cutover are the three phases where ERP programmes most commonly fail — not because teams are incompetent, but because the complexity exceeds what manual coordination can reliably manage. AI Workbench applies targeted intelligence to each: scenario modelling for project planning, automated test script generation and execution for testing, and sequenced cutover optimisation that accounts for data volumes, system dependencies and operational windows.

The outcome is fewer surprises at cutover, a more defensible risk profile and the ability to demonstrate programme readiness with evidence rather than optimism.

05 of 06
Legacy Intelligence & Phased Migration
Legacy & Transition

The default assumption in ERP transformation — that legacy systems must be replaced in a single programme — is the single biggest driver of scope risk and budget failure in the public sector. Automic's approach begins with AI-driven mapping of the full legacy landscape, then builds a phased migration roadmap structured around a 3-to-5-year horizon that ICT investment cycles can actually absorb.

Year 1–2
Agentic insertion. Agentic systems take over ERP processing functions domain by domain — finance, procurement, HR, assets — while legacy systems remain in place as the data layer. No disruption, no write-offs.
Year 2–4
Data store extension. Legacy data infrastructure is treated as a strategic asset rather than a liability. AI layers surface analytics, compliance reporting and cross-system intelligence from data the original systems never fully exploited.
Year 3–5
Controlled retirement. Legacy systems are decommissioned sequentially, aligned to budget cycles and organisational readiness — with no stranded investment, no forced write-offs and no operational disruption.

This is the conversation that makes ERP transformation palatable for CFOs and ICT Directors who have been burned before. It is also a 3-to-5-year engagement anchor for your delivery practice.

06 of 06
Agentic Operations
Future State

Go-live is not the end of the engagement — it is the beginning of the transition to a fundamentally different operating model. AI Workbench progressively extends agentic coverage across operational domains as each proves stable: autonomous finance processing, procurement workflows, payroll execution, asset management scheduling and statutory reporting. Humans shift from executing transactions to approving exceptions and managing outcomes.

For your clients, this is the return on transformation investment that justifies the programme. For your practice, it reframes the conversation from "we delivered your ERP" to "we transformed how your organisation operates".

The Platform
AI Workbench
Single Platform · All Six Areas
Agentic Orchestration
Programme workstream management, dependency tracking and continuous risk monitoring across the delivery lifecycle.
Analysis Engine
Ingestion of source documents, legacy data and stakeholder inputs — structured into requirements, gap analysis and process models.
Reporting Intelligence
Live dashboards, go-live readiness scoring and operational performance monitoring from programme start to post-go-live.
Test Automation
AI-generated test scripts executed at scale — compressing test cycles while dramatically increasing scenario coverage.
Legacy Mapping
Comprehensive mapping of systems, integrations and data dependencies — the foundation for phased migration planning.
Agentic Ops Layer
Progressive deployment of autonomous process execution across operational domains, with governance controls built in.
All tooling is delivered through a single platform configured to public sector governance, data sovereignty and audit requirements. No assembly of third-party tools. No capability gaps between phases.
Working Together
Engagement Model
Contracted through your practice
Automic is engaged as a specialist sub-advisor within your programme structure. Your team leads the client relationship and programme delivery. We provide the AI Workbench capability as a defined, scoped workstream — with clear deliverables and phase-aligned milestones. No competing commercial presence with your client.
Sizing & Scope
Right-sized for the engagement
The Automic advisory model is designed to be proportionate — scoped to the programme phases where AI capability adds the most value, priced to strengthen rather than strain your commercial proposal. We can engage across a full programme lifecycle or be brought in for specific phases: discovery, testing, transition or operations.
Client Positioning
Flexible branding and positioning
Automic can be presented as a named specialist sub-advisor, positioned under co-brand or embedded within your practice's capability offer — whichever serves the bid best. We support pre-sales with collateral, platform demonstrations and capability briefings as required.
Sectors We Know
Public sector ERP, specifically
The AI Workbench platform and advisory methodology are oriented to the environments that define public sector transformation: complex legacy estates, multi-stakeholder governance, capital budget constraints, compliance obligations and the political sensitivity that comes with government-scale programmes.

Ready to explore
how we fit together?

If you have ERP transformation engagements in your pipeline — or clients beginning to ask how AI can play a role — a short conversation is the right starting point. We will walk through the platform, discuss your programme context and be direct about where we can add value. No obligation, no pitch deck — a genuine conversation about fit.

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