Business first. Built to work.

Make AI useful
to your business.

We help SMEs and mid-market businesses put AI to work. We bring your people, data and software together, from deciding what matters to making it run.

Talk through a business problem
Translucent blue glass droplets gathering into one flowing form
People.Data.Software.Working together.
For SMEs and mid-market businessesStrategy Data Implementation

Where we help

The work between
your systems.

The enquiry that needs three lookups. The spreadsheet holding an operation together. The information your team keeps having to find.

01

Customer
experience

Help people get the right answer and complete the next step. Connect voice or digital assistance to approved information and the systems behind the service.

Enquiries, order updates and human follow-up

02

Operational
work

Reduce the chasing between inboxes, suppliers and internal teams. Bring exceptions into view, assign responsibility and make the next action clear.

Procurement, fulfilment and routine administration

03

Data and
decision-making

Give your team a dependable picture of what is happening. Connect fragmented sources and build reporting or knowledge tools around real decisions.

Data pipelines, reporting and knowledge retrieval

What useful can look like.

Illustrative workflows we can scope around your business.

Customer experienceFrom an enquiry to a useful answer.
Customer enquiry

“Can you help me find my order?”

  1. Find the context

    Use authorised customer and order records.

  2. Prepare a useful response

    Ground the answer in current information.

  3. Keep a person in the loop

    Pass unresolved cases to the right team.

An answer with context. A clear path to help.
Internal operationsFrom an exception to an owned action.
Delivery exception

An expected dispatch needs follow-up.

  1. Bring the records together

    Compare the order, dispatch and supplier update.

  2. Prepare the next action

    Draft a follow-up with the relevant context.

  3. Route it to an owner

    A person reviews and approves the next step.

Less chasing. A visible next step and owner.

Our approach

Understand it.
Then make
it work.

We stay close to the people doing the work. Every engagement starts with your priorities and ends with clear ownership of what comes next.

  1. 01

    Understand the business

    Clarify your commercial priorities, customer needs and competitive position. Map how work happens today, including the systems, decisions and handoffs involved.

  2. 02

    Choose what is worth doing

    Assess value, effort and data readiness. Recommend the right combination of existing software, process changes and new development, including when a simpler solution is enough.

  3. 03

    Build into the operation

    Connect the necessary data and systems. Implement a defined workflow with your team, test it against real tasks and establish how exceptions reach a person.

  4. 04

    Make the improvement last

    Measure the result, support adoption and document how the system runs. Hand it over to your team or agree ongoing operation and improvement.

The foundations matter

Useful AI needs
your business
behind it.

Models are one part of the solution. The work also needs reliable information, the right permissions and a way to deal with the unexpected.

We work within your existing infrastructure where it fits. New tools and their ongoing costs are explicit choices.

A system built around the work
Business
knowledge
Operational
data
Existing
software
One defined workflowThe right information.
A useful next action.
A person accountableA result you can measure

Relevant experience

Business depth.
Hands-on delivery.

AIConnectHub brings founder Ahmed Saeed’s experience in enterprise data and analytics together with recent work on AI and operational systems.

Founder experience

Previous roles and engagements

Office Brands

Retail and member networks

Data and analytics work connecting the corporate office, member stores and e-commerce, including business intelligence and commercial reporting.

Data & Analytics
Manager / Consultant

Nearmap

Data strategy and business decisions

Leadership across data strategy, analytics and insights, connecting customer, product and operational information to business decisions.

VP
Data & Analytics

Foxtel / Kayo

Customer and commercial analytics

Data strategy, business intelligence and advanced analytics across the Foxtel, Fox Sports and Kayo environment.

Head of Data Strategy,
BI & Advanced Analytics

Experience shown above comes from Ahmed’s previous roles.

Selected implementation work

The detail behind the advice

Procurement information

Work on data ingestion and transformation across procurement records, contract values and milestones to support consistent reporting.

Knowledge for AI

Preparing source information for retrieval, with structured records, validation and exception handling before it reaches an assistant.

Reusable product tooling

Voice and administrative workflow tooling from WerkX / GetWorkforce can be evaluated alongside other options when it fits the engagement.

How we can work together

The right delivery model
for your team.

We agree the scope, ownership and ongoing responsibilities before implementation. The solution can use your existing tools, suitable products or bespoke software.

01

Configure & connect

Adapt existing products and connect them to your workflows. Use what is already useful and fill the gaps that matter.

02

Build & hand over

Develop a specific solution with your team. Agree code and licence terms, then provide the documentation and training needed to operate it.

03

Operate & improve

Agree ongoing management with defined support, performance measures and regular reviews as the business changes.

Start with the business

Tell us what keeps
getting in the way.

Bring a problem, a workflow or an idea you want to test. We’ll discuss what matters, what you already have and what a sensible first engagement could look like.

Speak with Ahmed

Start a conversation

An initial assessment can establish priorities, a baseline and a costed scope for one pilot.