Business first. Built to work.

Make AI earn
its place.

We turn fragmented information and costly manual work into clearer decisions, better service and dependable operations. From the first assessment to a system your team can run.

Find your starting point
Translucent blue glass droplets gathering into one flowing form
People.Data.Software.Working together.
Sydney based. Built around your business.Strategy Data Delivery

Where we help

The work between
your systems.

The same question answered in five places. An order chased through three systems. A promising prototype that still needs to work with real customers. Start with the friction your team already knows.

01 / Data & insight

A shared picture
of the business.

Connect systems, spreadsheets and documents. Reconcile the records, agree what the numbers mean and build reporting around the decisions your team makes.

Data pipelines, commercial reporting and ongoing analytics

02 / Customer service & voice

Answers that lead
somewhere useful.

Connect phone and digital enquiries to approved knowledge and the systems behind the answer. Define what an assistant can do and how a person takes over.

Product questions, order updates and service follow-through

03 / Connected operations

Less chasing.
Clearer responsibility.

Join up orders, supplier updates and team handoffs. Identify exceptions, prepare the next step and route it to the person or system responsible.

Procurement, member support and fulfilment exceptions

04 / AI decisions & prototypes

A practical route
into everyday use.

Compare the tools you already have with new products and bespoke work. If your team has built a prototype, help it become a tested, connected system they can operate.

Tool selection, pilot delivery and production readiness

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

Start with one
worthwhile
improvement.

A focused assessment leads to a clear decision and a scoped pilot. We work alongside the people responsible for the result, from understanding the problem to running the solution.

  1. 01

    Understand the business

    Trace a real workflow with your team. Establish the service gaps, manual effort and decisions involved, then identify the owner and the baseline against which improvement will be measured.

  2. 02

    Choose what is worth doing

    Compare what you already own with specialist products, process changes and bespoke work. Assess the likely value, data readiness and full operating cost before recommending a build.

  3. 03

    Build into the operation

    Connect the data, define permitted actions and test one workflow against representative cases. Include difficult exceptions, human review and a practical fallback before expanding.

  4. 04

    Make the improvement last

    Measure completed work, quality and ongoing cost. Train your team and hand over the system, or agree managed operation with clear responsibilities and regular reviews.

Agree what
better means.

Success measures belong in the scope.

Useful work
Requests completed and exceptions resolved
Quality
Accuracy, review and appropriate escalation
Time & cost
Manual effort and the full cost of running the work

The foundations matter

Better models.
Dependable
foundations.

AI will keep changing. Your business still needs trusted records, clear permissions and a dependable way to get work done. We build those foundations so new capabilities can be evaluated as they arrive.

We use AI for language, context and ambiguity. We use rules, conventional software and people where precision or accountability calls for them. The simplest effective approach wins.

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

The experience behind ACH

A career across
very different businesses.

Customer businesses, member networks, industrial operations and research institutions. That range helps us understand a business on its own terms and recognise useful patterns from elsewhere.

Ahmed Saeed

Founder, AIConnectHub
Enterprise data leadership, consulting and product building

View Ahmed’s LinkedIn profile

Ahmed’s work spans data and analytics leadership at Nearmap, Kayo, Fox Sports and Office Brands, consulting and advisory engagements and building AI products through GetWorkforce and WerkX. ACH brings that commercial and technical experience into the same engagement.

The organisations and brands below reflect Ahmed’s employment, consulting and project experience, including work before ACH. Related group brands and product environments are shown together.

Media, streaming & publishing

  • Foxtel · Fox Sports · Kayo SportsRelated media and streaming experience
  • News Corp Australia
  • The Sydney Morning Herald

Customer journeys, subscription businesses, digital products and commercial analytics. Product environments also include Streamotion, WatchNRL and WatchAFL.

Retail & member networks

  • Office Brands · Office NationalCorporate office and member-store context
  • Office Depot
  • Kmart

Understanding how head office, stores, suppliers and e-commerce depend on consistent information and coordinated decisions.

Technology & connected products

  • Nearmap
  • Spacetalk
  • Navman Wireless

Geospatial information, connected devices and software businesses. Connecting product, customer and operational perspectives.

Resources, utilities & industry

  • Ok Tedi Mining
  • Minemax
  • Sydney Water
  • GWA Group

Operational data in asset-heavy and product businesses, where planning, reliable records and business context matter.

Higher education & institutions

  • University of Sydney
  • University of Wollongong

Project experience in complex institutions with distributed stakeholders. Additional sector experience includes aged care and NDIS services.

Financial services

  • IAGInsurance Australia Group
  • Next FinancialEarly-career data analyst internship

Experience across strategy, claims, finance and business intelligence, alongside broader fintech and lending work.

Consulting, advisory & earlier experience

Royal Cyber Consulting and advisoryGuidepoint Data and AI technical advisorySMEC AI Technical AI and data advisoryMesh AI Advisory board experiencePositive Group Digital marketing advisoryEasy Being Green Early-career sales

Built from the founder’s side, too.

Products, customers and the responsibility to keep improving.

Founder

WerkX

Building voice and operational AI products. Practical learning from customer conversations, onboarding, everyday exceptions and ongoing support.

Founder

GetWorkforce AI

Building and selling AI tooling for business workflows. Experience connecting a product idea to what a customer can adopt and use.

Entrepreneur in Residence

Antler

Founder-program experience developing an analytics venture, bringing problem selection and commercial validation into the building process.

This breadth matters when a problem crosses departments: a customer enquiry can be a data problem, a procurement issue can be a service problem and a good AI idea can still need a simpler operating process.

The depth behind the range

Selected areas of hands-on work

Commercial & customer data

Data strategy, business intelligence and analytics across customer, product and commercial information in media, geospatial technology and member retail.

Procurement & source integration

Ingestion and transformation of procurement records, contract values and milestones, turning inconsistent source information into records that can support reporting.

Knowledge & AI workflows

Preparing source material for retrieval, structuring records and handling validation and exceptions before information reaches an assistant or an operational workflow.

How we can work together

Your team.
Your way forward.

Work with us to choose a first project, strengthen an internal prototype or deliver a complete solution. We agree ownership, cost and ongoing responsibilities from the start.

01

Configure & connect

Make more of the software and infrastructure you already have. Configure suitable products, including WerkX or GetWorkforce components where they fit, and connect the missing pieces.

02

Build & hand over

Build alongside your team or prepare an existing prototype for real use. Agree code and licence terms, then transfer the documentation, tests and practical knowledge needed to run it.

03

Operate & improve

Keep a workflow, data pipeline or analytics service running. Agree support, monitor quality and cost and review improvements as the business and available technology change.

Start with the business

Tell us what keeps
getting in the way.

Bring a recurring problem, a pile of disconnected information or a prototype you want to put into use. We’ll work through the business case, the available options and a sensible first step.

Speak with Ahmed

Start a conversation

Start with a focused assessment: a workflow baseline, a recommendation and a costed scope for one pilot. We agree the fee and scope upfront.