AI Solution Technologies
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Agentic AI & Intelligent Automation / SUB-PRACTICE 2.119 NEW FOR 2026-27

Agent Design & Build.

Every Agent Design & Build service AI Solution Technologies delivers — 23 in total, within the Agentic AI & Intelligent Automation practice.

Book a scoping call →See how it runs
Agent architecture with governed write accessMulti-agent orchestration and tool integrationPermission-aware retrieval respecting existing access controlsApproval, escalation and containment design
BUILT ON
MicrosoftAzureAWSGoogle CloudDatabricksSnowflake

The problems Agent Design & Build exists to solve.

Knowledge work absorbing skilled staff time on repeatable tasks
AI pilots that impress in demonstration but never reach production
No safe way to let an AI system take an action rather than suggest one
Automation that breaks whenever an underlying system changes

What is Agent Design & Build?

SENIOR-LEDAgent design specification covering role, scope, autonomy tier and permitted actions
PRODUCTION-READYWorking agent integrated with the client's systems of record
KPI-DEFINEDHuman approval gates and escalation paths

Get a free discovery sprint

Before you commit, we help you confirm the use case, check data readiness, define the KPI, and work out which of the 23 Agent Design & Build services actually fit the problem you have.

For a limited number of teams each quarter, we run the full sprint free of charge.

Claim a free sprint →
THIS SUB-PRACTICE
23SERVICES
19NEW FOR 2026-27
7STAGE DELIVERY

How Agent Design & Build runs.

01
Confirm objectives, stakeholders, constraints and success measures
Review current systems, data, controls and delivery readiness
Prepare the target design, backlog, governance and implementation plan
Test the priority requirements through a prototype, pilot or controlled design review
Configure, integrate, test and deploy the approved solution
Train users, transfer knowledge and establish operating procedures
Monitor adoption, performance, cost, quality and improvement opportunities
KEY CAPABILITIES

What we bring to Agent Design & Build.

  1. 01Agent architecture with governed write access to enterprise systems
  2. 02Multi-agent orchestration and tool integration
  3. 03Permission-aware retrieval respecting existing access controls
  4. 04Approval, escalation and containment design
  5. 05Evaluation, monitoring and cost control from day one

What you get, and what follows

DELIVERABLESAgent design specification covering role, scope, autonomy tier and permitted actionsWorking agent integrated with the client's systems of recordHuman approval gates and escalation pathsFull action and decision logging for auditEvaluation results against agreed success measuresOperational runbook and knowledge transfer
BUSINESS OUTCOMESWork completed rather than merely recommendedSkilled staff time returned to higher-value activityConsistent, logged and reviewable executionA bounded, governable footprint rather than uncontrolled autonomyA repeatable pattern that can be extended to the next process

The 23 services inside Agent Design & Build.

23 SERVICES · 19 NEW
Workflow-Engine IntegrationNEWIntegration of agents with Power Automate, Logic Apps, Temporal or equivalent orchestration platforms so agents operate inside existing process infrastructure.Tool-Use & Function-Calling DesignNEWDefinition of the tool surface an agent may call, with schemas, validation, rate limits and failure handling.Task-Agent DevelopmentNEWBuild of a single-purpose agent that completes one well-defined task reliably and hands back to a human or another system.Role-Owning Agent DevelopmentNEWBuild of an agent that owns a persistent business outcome rather than a single task, with memory, context and accountability for a defined scope of work.Multi-Agent OrchestrationNEWDesign and implementation of systems where several specialised agents collaborate, delegate and hand off work under a supervising controller.Model Context Protocol (MCP) Server DevelopmentNEWBuild of MCP servers that expose enterprise systems, data and tools to AI agents through a standard, governed interface.MCP Tool & Connector DevelopmentNEWDevelopment of individual tools and connectors that give agents controlled access to specific applications, databases and services.Legacy RPA-to-Agent MigrationNEWAssessment and migration of brittle robotic process automation into resilient agent-based automation, retiring screen-scraping dependencies.Intelligent AutomationAutomation of end-to-end business processes combining workflow orchestration, document intelligence, decisioning and human approval.Human-in-the-Loop Approval Gate DesignNEWDesign of the points at which a human must review, approve or reject agent actions, and the interface through which they do it.Governed Write-Back EngineNEWControlled, auditable write access from agents into ERP, CRM, HR, finance and banking systems, with approval gates and full transaction logging.AI PodsA dedicated, cross-functional pod of AI engineers, data engineers and a solution architect assigned to a client on a monthly capacity basis.AI Agents, Workflows & Agentic OperationsImplementation of production agent workflows integrated with enterprise systems, including orchestration, monitoring and operational handover.Agent-to-Agent (A2A) Protocol ImplementationNEWImplementation of standardised agent-to-agent communication so that agents built by different teams or vendors can interoperate safely.Agentic AI & AutomationDesign and delivery of autonomous and semi-autonomous AI systems that execute multi-step business processes under defined oversight.Agent Use-Case Discovery & PrioritisationNEWStructured identification and scoring of candidate agent use cases by value, feasibility, data readiness and risk exposure.Agent State & Session ManagementNEWImplementation of durable state so long-running agent processes survive interruption, restart and handover.Agent Simulation & Sandbox EnvironmentsNEWIsolated environments where agents can be tested against realistic data and systems before being given production access.Agent Registry DesignNEWThe catalogue that records every agent, its owner, its permissions, its version and its operating status — the control point for an agent estate.Agent Planning & Reasoning DesignNEWDesign of how an agent decomposes a goal into steps, selects tools, evaluates progress and recovers from failure.Agent Memory ArchitectureNEWDesign of short-term, long-term and episodic memory so an agent retains relevant context across sessions without accumulating risk.Agent Escalation & Fallback DesignNEWDefinition of what an agent does when it is uncertain, blocked or out of scope, including escalation routing and safe degradation.Agent Design & BlueprintingNEWSpecification of each agent's role, scope, permitted actions, autonomy tier, escalation paths and success measures before development begins.
INVESTMENT & DELIVERY

How we engage on Agent Design & Build.

INDICATIVE VALUE
A$60,000 – A$250,000A$250,000 – A$1,200,000Monthly retainer, A$7,500 – A$25,000 per month
The bands across these 23 services. Each service page carries its own; the scoping call confirms the range for your environment before anything is committed.
DELIVERY MODELS
Fixed price or milestone basedMilestone based, or time and materials for evolving scopeManaged-service retainer with agreed service levels
Delivered by a senior-led Australian team across 7 stages, from discovery through to optimisation.Discuss scope and timing ›
WHO THIS IS FOR
  • Banks, insurers, superannuation funds and professional-services firms
  • Government agencies and regulated public-sector bodies
  • Construction, engineering and infrastructure contractors
  • Large enterprises and mid-market organisations undergoing modernisation

What our customers say.

All customer stories
"Reconciliation that took our team nine days now closes in three — with a full audit trail on every match. It changed how the board sees AI.
Finance ManagerGCC Construction Group, Dubai
"Site teams stopped digging through folders. They ask the assistant, they get the clause with a citation, and they move on.
Project DirectorTier-One Contractor, Sydney
"The anomaly models flag outliers the week they appear, not at quarter-end. We stopped two overruns before they hit the P&L.
Commercial DirectorProperty Developer, Dubai
"Seven subsidiaries of spreadsheets became one governed reporting platform. The executive finally trusts the numbers on the screen.
Group CFOInfrastructure Holding, Riyadh

Our partnerships with
industry leaders

MicrosoftSolutions Partner
Google CloudPartner
SalesforcePARTNER
AWSpartner
network

Elsewhere in Agentic AI & Intelligent Automation.

The whole practice →

Scope Agent Design & Build in one call.

Tell us the problem. We'll tell you which of the 23 services fit — and exactly how we'd deliver them.

Book a scoping call
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