Software, AI, and consulting services
AARI GROUP helps businesses define, scope, and deliver software systems for real workflows. When AI belongs in the solution, we design it as part of the software architecture with the right technical and operational controls.
Our work can include software discovery, product and workflow scoping, system architecture, RAG architecture, LLM optimisation, prompt engineering, document processing, human review design, and secure client data handling.
Core services
AARI GROUP provides consulting-led software and AI services for businesses and organisations that want practical systems, not generic automation claims.
We review business operations to identify where software can reduce manual work, clarify ownership, connect information, and improve day-to-day workflow reliability.
Best for businesses that know something needs to work better but need clarity on what should be built.
AARI GROUP maps your domain, processes, information flow, user roles, document types, handoffs, review points, and desired outcomes so the software is specific to the real work.
Best for complex operations, document-heavy workflows, or repeated manual processes.
We prepare practical plans covering workflow states, data requirements, interfaces, integrations, access controls, AI requirements, risks, testing, delivery stages, and support needs.
Best for businesses ready to move from idea to a scoped build path.
We support the design and delivery of admin systems, internal tools, workflow platforms, portals, review queues, dashboards, and structured operational systems.
Best for teams outgrowing spreadsheets, inboxes, disconnected systems, or manual tracking.
We design workflows that receive, structure, classify, summarise, extract, and route information from forms, reports, applications, contracts, emails, notes, client documents, or operational records.
Best for admin-heavy businesses, service providers, compliance-adjacent workflows, and document processing tasks.
We review workflows, documents, communication patterns, admin pressure, follow-up gaps, and decision points to identify where AI can create practical value inside a software system.
Best for businesses that know AI could help but need a grounded view of where it belongs.
We design AI systems that retrieve and use approved business knowledge such as policies, procedures, templates, reports, notes, FAQs, and internal reference material.
Best for internal knowledge assistants, onboarding support, admin teams, and structured workflows.
AARI GROUP designs structured AI-assisted workflows that can classify enquiries, extract details, check missing information, retrieve knowledge, draft responses, create tasks, and send outputs for human review.
Best for enquiry triage, support triage, lead qualification, task routing, follow-up, and internal operations.
We develop refined prompt structures, test them against simulated business scenarios, review failure cases, and improve behaviour before real use.
Best for repeatable AI outputs, controlled drafting, consistent summaries, and workflow-specific behaviour.
We consider model choice, prompt size, context retrieval, batching, caching opportunities, workflow steps, and usage patterns to help control operating cost.
Best for systems expected to run regularly, process documents, support staff, or operate across repeated workflows.
We help define practical software and AI usage guidance, data handling rules, human review points, permission boundaries, and operational controls.
Best for businesses introducing software and AI responsibly across teams, documents, and client-facing workflows.
AARI GROUP supports scoping, system design, workflow configuration, prompt refinement, testing, documentation, rollout planning, and post-delivery improvement.
Best for clients that need practical support moving from plan to working software or AI-enabled systems.
Not sure which service fits?
AARI GROUP can help determine what software is needed, whether AI is suitable, and what the safest implementation path looks like.