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Built for the way
your industry runs.

AI and automation shaped around the systems, handoffs and decisions of your sector.

Request a discovery call

Example workflows,
industry by industry.

Ways we can help with document checks, approvals and handoffs, using the systems you already run.

Retail

Orders, stock requests and product updates that move without anyone re-keying them.

  • Catalog checksSupplier product data checked before it goes live.
  • Order exceptionsOrder context gathered and routed to the service team.
  • Store replenishmentStore requests checked and sent to the inventory owner.
Downtown store

Logistics

Shipping documents checked and every exception routed to the person who owns it.

  • Document checksInvoices, packing lists and waybills compared field by field.
  • Exception routingDelivery issues sent to the accountable operator.
  • Dispatch updatesCustomers kept informed without copying status by hand.

Telecommunications

Activations, field visits and support requests that reach the right team first time.

  • Activation handoffsOrders validated between sales and technical teams.
  • Field schedulingWork orders prepared and conflicts sent to a coordinator.
  • Support routingRequests classified and sent to the right queue.
Today
North crew
Central crew
South crew

Real estate

Inquiries answered, applications complete and maintenance moving before anyone chases.

  • Inquiry qualificationPortal inquiries qualified and handed to the right agent.
  • Leasing checksApplications checked for missing documents and fields.
  • Maintenance coordinationRequests routed to the manager or supplier with the property details.
Two-bedroom apartment

FMCG

Distributor orders, promotions and launches coordinated from brief to sign-off.

  • Order validationDistributor orders checked against products, prices and terms.
  • Promotion approvalsBriefs completed and sent to the named approver.
  • Launch coordinationTasks, files and approvals connected across teams.
Spring launchIn progress

Professional services

Client intake handled, so your people spend their time on judgment.

  • Client onboardingClient details collected into a record ready for review.
  • Document collectionRequested documents tracked and chased automatically.
  • Review workflowsWork routed for review, with the final call kept by your professionals.
New client file

Different industries.
The same slowdowns.

Five recurring problems to look for, with examples of how each can show up.

  • RetailOnline orders re-typed into the service desk.
  • LogisticsShipment status copied into customer emails.
  • TelecommunicationsActivation details entered again for provisioning.
  • Real estatePortal inquiries typed into the CRM.
  • FMCGDistributor orders keyed from email into the ERP.
  • Professional servicesClient details entered in three separate tools.

What we measure.

Every engagement starts with a baseline and a target, so the change is visible.

  • Employee capacity

    Handling time per task and hours lost to follow-ups.

  • Speed of execution

    End-to-end cycle time and the age of pending items.

  • Quality and consistency

    Incomplete submissions, rework and returned files.

  • Management visibility

    Unassigned work, open exceptions and reporting time.

  • Access to knowledge

    Time to find an answer and whether the source was right.

  • Operational control

    Approvals followed, exceptions escalated and real usage.

Three services
behind every industry.

An integration, an AI workflow or new software. We bring what the problem needs.

How an engagement starts

Three steps before we build anything.

See how we work
  1. Discovery call

    One conversation about the problem. No commitment.

  2. Audit

    A paid review of the workflows, systems and data involved.

  3. Proposal and plan

    Scope, ownership and measures agreed before we build.

One in-depth guide for each of our three services, plus tools to check your fit for AI, score what to automate first and see your overall readiness.

Guide · 14 min read

AI workflow automation: a practical guide for operations teamsAI workflow automation puts AI models inside a defined business process to read, classify and prepare work, while fixed rules, integrations and named people handle the steps that must be predictable. It suits repetitive, document-heavy or request-heavy work such as intake, routing, document checks and approvals. Start with one measurable workflow, keep consequential approvals with an accountable person, and expand only once the numbers show it works.Read

Guide · 15 min read

Running AI in production on AWS and AzureRunning AI in production on AWS or Azure means giving a model the same controls as any business system: identity, secrets, logging, cost limits, fallbacks and a named owner for every operating task. Managed services such as Amazon Bedrock and Azure OpenAI in Microsoft Foundry host the models, but the architecture, data boundaries and day-to-day operations remain your decisions to make and assign.Read

Guide · 14 min read

Build, buy or integrate: deciding on custom business softwareBuy standard software when the process is common and you can adapt to the product, integrate when your existing systems already hold the data and only the connections are missing, and build custom software only where the process sets you apart or no product fits its core steps. Most growing companies land on a hybrid: buy the core system of record, then integrate or build the edges around it. Compare the options on 3 to 5 year total cost of ownership, not on the first invoice.Read

Free tools

Tool

AI fit checkGet a structured read on one workflow: the service it calls for, what AI could take on, what stays with a person, and how ready it looks to start.Open the tool

Tool

Automation priority scorerList up to five processes and see them ranked for automation, with a score, the hours each takes today and the reason for its place.Open the tool

Tool

AI readiness self-assessmentTwelve questions across workflows, data, systems, governance and people. See your readiness by area and what to work on first.Open the tool
All resources

Find the right starting point.

Assess where AI could help across your workflows, systems and team.

Check your AI readiness