Practical AI for your operations

For manufacturing quality systems, we typically work with camera feeds or image datasets showing both acceptable and defective products. For text summarisation, we need samples of documents your organisation regularly processes. In either case, we'll guide you on data format, volume, and privacy considerations during our initial consultation.

Manufacturing quality systems typically take 6–10 weeks, including camera setup, model training, testing, and integration with your quality management systems. Text summarisation configuration runs 3–5 weeks. The AI Readiness Workshop can be delivered as a full day or two half-day sessions. Timelines depend on data readiness and your team's availability.

No. Our approach is to work alongside existing inspection workflows, not replace them. The system flags anomalies for human review, helping your team focus on genuine issues rather than routine scanning. This typically improves consistency and throughput without reducing headcount.

We document the system thoroughly and train your team on operation and basic troubleshooting. We're available for follow-up questions and refinements. Many clients choose ongoing monitoring and model updates as their processes evolve, though this is optional.

We focus on manufacturing quality, text summarisation, and organisational readiness. If your challenge falls outside these areas, we're happy to discuss it. We can often point you toward appropriate resources or collaborators if we're not the right fit.