Stop paying people to move information between systems.
AM12 automates expensive operational work—AI agents, back-office workflows, voice, integrations, RFID and custom software—without forcing you to replace the systems that already run your business.
Automation that reaches the system of record.
A chatbot is easy. The valuable part is everything behind it: business rules, integrations, data, permissions, failure handling and the action that actually gets completed.
AI automation that touches the real workflow
Agents, document processing and decision support connected to the systems your team already uses.
Explore capability →02Automate the work hiding between your software
Replace spreadsheet chains, copy-paste operations, approvals and recurring reporting with one reliable workflow.
Explore capability →03Voice AI for high-volume customer operations
Build call workflows for qualification, reminders, support triage and post-call automation—without losing the human escape hatch.
Explore capability →04Make your ERP, CRM, apps and APIs behave like one system
Custom integrations and internal software for businesses that have outgrown manual bridges between tools.
Explore capability →05RFID and IoT systems that connect the floor to software
Track inventory, assets, movement and machine signals—and make the data useful inside your operations stack.
Explore capability →06Cloud and data engineering for systems that need to stay boring
Production architecture, data pipelines, observability and cost control for software that has moved past the prototype stage.
Explore capability →AI is not the product.
The completed workflow is.
We will happily tell you when an LLM is the wrong tool. Deterministic rules, queues, APIs, barcode scanners or boring SQL are often better.
The job is to remove cost, delay or errors—not to maximise the amount of AI in the architecture.
How to pick the first workflow →One ugly process. One bounded build. Evidence before expansion.
Find the expensive loop
We map one workflow in enough detail to see the handoffs, systems, exceptions and actual cost.
Automate the right boundary
AI where judgment or unstructured data requires it. Rules and APIs everywhere they are cheaper and more reliable.
Ship into production
Integrations, fallbacks, permissions, monitoring and a human path are part of the build—not an afterthought.
Built for operationally messy businesses.
The best automation opportunities usually appear where software, documents, calls and physical operations collide.
AI automation for manufacturers
Connect production, QA, inventory, documents and management reporting without replacing every existing system.
See opportunities →Automation for warehouses and logistics teams
Reduce manual reconciliation across inbound, stock, picking, dispatch and customer updates.
See opportunities →Workflow automation for healthcare operations
Reduce repetitive administrative work around patient operations, integrations and internal coordination.
See opportunities →AI automation for professional services firms
Turn email, documents, follow-ups and recurring client work into structured workflows.
See opportunities →Send us the process your team hates doing.
If there is an automation case, we’ll tell you what we would attack first. If there isn’t, we’ll tell you that too.