TISA Hub

Engineering & Applied AI

Build around the way your business works.

Turn a defined business workflow into useful software. We design and build applications, connect systems and automate work, using AI where the task, data and review process make it suitable.

Discuss your requirementExplore capabilities

Start with the workflow. Choose the technology that fits the task.

Three frosted-glass frames connected by a continuous magenta ribbon, with teal and indigo panes.
Map the workflowConnect systemsReview outputs
Concept illustration · a workflow, integration and human review

Capabilities

From business workflow
to working software.

For founders, CTOs and business owners who need a scoped application, a reliable connection between systems or less manual work around an existing process.

01

Business applications & portals

Build applications around defined roles, workflows and business rules. Create customer, partner or internal portals with access and handover needs considered from the start.

02

Dashboards & operational tools

Bring relevant data into a useful view. Design dashboards and internal tools around the decisions, actions and data quality your team needs.

03

Systems & API integration

Connect applications and data sources. Define mappings, authentication, failure handling and ownership, then test the agreed integration behaviour.

04

Workflow automation

Map triggers, steps, exceptions and approvals. Automate repeatable work while keeping decision points and fallback paths understandable.

05

AI & LLM solutions for defined tasks

Assess whether AI fits a task such as document extraction, assisted retrieval or draft generation. Consider data access, integration, limitations and the need for human review.

06

Evaluation, testing & handover

Define acceptance criteria and test the expected workflow and important failure cases. For AI work, use representative evaluation examples and review how uncertain outputs are handled.

What useful work looks like

Show how the workflow
behaves.

A build should be understandable to the people using and maintaining it. Possible deliverables define the process, connected systems, exceptions and tests so that acceptance is based on agreed behaviour.

Workflow integration handover
Workflow
Triggers and user roles
Integration
Data and system contracts
Exceptions
Retries and review points
Acceptance
Tested scenarios and limits

The excerpt shows a possible deliverable structure. Scope and acceptance criteria are agreed for your requirement.

Illustrative deliverable excerptIntegration handover
Request intake · example workflow

Make the normal path and the exceptions clear.

Request receivedInputs validatedRecord created
Missing information
Flag the required fields and ask a person to resolve them.
Duplicate request
Use the request identifier to avoid creating a second record.
Unavailable system
Apply the agreed retry limit, then route the exception to its owner.
Acceptance checks
Verify normal completion, duplicates, invalid inputs and connection failures.

Fictional workflow. System contracts, data and tests are defined for the actual build.

Where to start

A useful
first engagement.

These are possible starting points. We agree the deliverables and boundaries for your requirement.

Ways to engage

Choose how to engage.

  • 01

    Defined projects

    A specific output with an agreed scope.

  • 02

    Advisory support

    Focused guidance for a decision or review.

  • 03

    Ongoing operations

    An agreed operating scope and ownership.

Responsibilities, availability and support arrangements are established per engagement.

Start a conversation

Tell us about the workflow you want to improve.

Describe the people, systems and manual steps involved. We can discuss a useful application, integration or automation scope.

Discuss your requirementcontact@tisahubs.com