Common Mistakes to Avoid in AI MVP Development

FOA is a modular AI-powered smart factory management platform designed to digitize and streamline maintenance operations, production monitoring, and resource planning for manufacturing units via MQTT. It helps facilities reduce downtime, optimize costs, and enhance productivity through real-time analytics, automation, and predictive maintenance powered by AI and IoT integrations.

It is an AI-powered Workflow Automation Solution built to support and accelerate the operational and administrative workflows involved in the construction and architectural projects through smart document processing and data organization.

We are developing a comprehensive, NDIS-compliant CRM platform for allied health service provider in Australia, focused on supporting children and young people with disabilities through therapies such as Occupational Therapy, Speech Therapy, Psychology, Physiotherapy, Counselling, and Behaviour Support.

The platform streamlines end-to-end operations including client onboarding, service agreement management, therapist workflows, session scheduling, case notes, and compliance-driven billing. It enables accurate NDIS service code mapping, automated invoicing aligned with different funding types (Self, Plan, and NDIA-managed), and real-time budget tracking to prevent over-claiming and reduce payment errors.

To design and implement an integrated, automated planning and forecasting platform that enhances forecast accuracy, eliminates manual and siloed processes, provides real-time visibility into key business metrics, and enables seamless collaboration across planning, sales, and supply chain teams—empowering the organization to respond pro-actively to market changes and make informed, data-driven decisions across short- and long-term planning cycles.

Real estate agents spend a significant portion of their day on phone calls – following up with leads, booking property visits, and confirming client preferences. The client, a mid-sized real estate agency, was struggling with missed follow-ups, delayed responses, and scattered call logs.
To address this, we built a smart inbound-outbound calling agent that acts like a virtual assistant. Integrated directly with the client’s CRM and calendar, the agent automatically places calls, captures lead details, books appointments, and updates records in real time – all while keeping the human agent in control.

An AI-powered outbound engagement platform that automates voice calls, follow-ups, and data syncing for recruitment agencies, service providers, and customer support teams. It integrates seamlessly with CRMs, calendars, and telephony systems to handle high-volume call campaigns using intelligent voice agents. The system uses natural voice synthesis, sentiment detection, and real-time syncing to streamline outreach, reduce manual workload, and increase engagement.