Find the right problems
Map where time, capacity, margin, growth, service or risk can materially change before choosing a model or tool.
From AI idea.
To production and adoption.
Identify is an Australian AI implementation partner for established businesses that need more than a tool recommendation: opportunity mapping, production systems, workflow redesign, governance, adoption and measurable outcomes.
AU/
AUSTRALIA / APPLIED AIAn AI implementation partner turns capability into a working operating system.
The job is not simply to recommend a model, buy licences or build a prototype. A useful implementation partner owns the gap between what AI can do and what the business can actually put into production: the workflow, context, data, systems, governance, human review, adoption and commercial outcome.
For an established business, that usually means working with leadership and the people doing the job, then connecting the right AI capability into the operating reality already there.
WHAT THE PARTNER OWNS
Five jobs. One implementation path.
Design the workflow
Define inputs, context, permissions, human review, exceptions, systems and the operating owner.
Build for production
Integrate the right AI capability into the systems and data the business already uses.
Activate adoption
Train the people doing the work, redesign the operating rhythm and measure what changes after go-live.
Compound the pattern
Capture reusable components, governance and workflow IP so the next deployment starts from a stronger base.
WHEN TO BRING ONE IN
You probably do not need a partner for every AI experiment.
You do need one when the opportunity crosses real systems, real accountability and real operating change.
You have multiple AI pilots but no production operating model.
Leadership knows AI matters but cannot agree what should be built first.
Teams are buying tools independently and governance is fragmented.
A high-value workflow spans several systems, teams or approvals.
The first implementation needs to survive real exceptions, not just a demo.
You want measurable business outcomes, not another AI strategy deck.
IDENTIFY'S MODEL
Map. Build. Activate.
The commercial spine is designed to move from clarity to production without separating strategy from implementation.
Decide what matters.
Leadership priorities, workflows, systems, data and economics become an opportunity portfolio, business cases, roadmap and first implementation brief.
EXPLORE THE TRANSFORMATION SPRINTPut it into production.
Design and integrate the priority workflow, agent, automation or knowledge system against the operating environment, with governance and human review designed in.
SPEAK TO THE TEAMChange the way the work gets done.
Train teams, redesign the workflow, establish ownership, measure adoption and capture the pattern so the next deployment gets easier.
EXPLORE EMBEDDED AI PARTNERImplementation has to understand the industry.
FORTNIGHTLY AI BRIEFINGWhat matters in applied AI.
What matters in applied AI.
Without the noise.
Practical AI workflows, implementation lessons, Australian market signals, governance notes and upcoming Identify events for leadership teams.
DIRECT ANSWERS
AI implementation partner FAQs.
What does an AI implementation partner do?
An AI implementation partner connects business strategy to production deployment. That means identifying the right workflows, designing the operating model, selecting and integrating technology, establishing governance, helping teams adopt the new workflow and measuring business outcomes.
How is an AI implementation partner different from an AI consultant?
Consulting can stop at analysis or recommendations. Implementation requires ownership through design, integration, production, workflow change and adoption. Identify is structured around Map, Build and Activate so the work can continue from opportunity through deployment.
Do we need an AI strategy before implementation?
You need enough strategic clarity to choose the right first workflow and measure it. You do not need a long strategy program before anything ships. The AI Transformation Sprint is designed to create the opportunity portfolio, roadmap and first implementation brief quickly.
Which AI platforms does Identify work with?
Identify designs around the workflow, data, security requirements, integrations and economics. The site references platforms including OpenAI, Claude, Gemini, Perplexity, Grok and Microsoft Copilot as technologies we can build across; those names do not imply vendor endorsement or certification.
How long does an AI implementation take?
It depends on workflow complexity, integrations, data access, governance and change requirements. A contained workflow can move much faster than a multi-system program. Identify scopes the implementation after the business problem and operating constraints are clear.
How much does AI implementation cost?
Identify publishes indicative pricing for workshops and the AI Transformation Sprint. Production Build and Embedded AI Partner engagements are scoped directly with the team because integration, workflow and governance complexity vary materially.
Tell us what the business is trying to change.
If you already know the workflow, bring it. If you do not, start with the Readiness Benchmark or Transformation Sprint and we will help map the opportunity.