AI Integration
AI reporting and moderation in production
We integrate AI into operational software, with human review where the workflow requires it. Our team handles development, AI integration, deployment, monitoring, and ongoing support.
- Production reporting workflow
- Production photo moderation
- Human review in the workflow
- Ongoing engineering support
Site reporting with human review
- Users submit on-site photos and answers about site conditions through a mobile app. AI uses those inputs to prepare reports for trustees.
- A person reviews generated reports before they are sent. The system produces approximately 200 reports per month.
- The founders report approximately five minutes per report including review, compared with about one hour previously, and a qualitative improvement in report quality.
- These timings are approximate, founder-reported, and not independently verified. The measurement period and method have not been recorded. They concern reporting effort rather than total inspection time.
Photo moderation in production
- A live platform screens photos for adult content.
- Low-confidence results are sent for human review.
- Our responsibilities include development, AI integration, deployment, monitoring, and ongoing support.
- No quantified moderation accuracy or efficiency outcomes have been supplied. Both production examples are shared with client names kept anonymous.
Additional development experience
- The team has also developed an AI chatbot and retrieval-augmented generation (RAG) systems. Their production status has not been confirmed.
- Our offer is software engineering and AI integration; the confirmed examples do not establish custom model-training or specialist machine-learning research capability.
- Agree the use case, data access, human review, acceptance criteria, and operational responsibilities before delivery.
- We have no current technical certifications or formal vendor partnerships.