Custom AI Product Development

Custom AI product development involves building tailored artificial intelligence solutions designed specifically for your business needs, workflows, and objectives. Unlike off-the-shelf AI platforms, custom AI products are built from the ground up to integrate seamlessly with your existing systems, respect your data governance requirements, and solve your unique business challenges.

At Forte Group, we develop everything from intelligent automation systems and AI chatbots to advanced RAG systems and domain-specific LLMs, all production-ready and built for scale.

We're framework-agnostic and work with the best technologies for your specific needs, including:
- LLM Providers: OpenAI (GPT), Anthropic (Claude), Google (Gemini), AWS Bedrock, Azure OpenAI
- Open-Source Models: LLaMA, Mistral, Falcon, BLOOM
- ML Frameworks: TensorFlow, PyTorch, Scikit-learn, Hugging Face
- Vector Databases: Pinecone, Weaviate, Chroma,:pgvector
- Cloud Platforms: AWS, Azure, Google Cloud
- Development Tools: LangChain, Haystack, custom proprietary frameworks

Unlike consultancies tied to specific vendors, we select the optimal technology stack for your requirements, budget, and existing infrastructure.

We implement multiple strategies to maximize accuracy and minimize AI hallucinations:
- Custom RAG systems with optimized retrieval, chunking, and reranking
- Fine-tuning models on your domain-specific data
- Prompt engineering with carefully crafted system prompts and context
- Validation layers that cross-reference outputs against trusted sources
- Human-in-the-loop workflows for critical decisions
- Continuous monitoring and feedback loops for ongoing improvement
- Confidence scoring to flag uncertain responses for review
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Our proprietary methodology gives you full control over prompts, context, and embeddings, enabling tunable accuracy that generic frameworks cannot achieve.

Custom AI development gives you complete ownership, control, and flexibility. Unlike platform subscriptions that lock you into specific vendors, frameworks, or pricing models, custom AI products are built specifically for your needs with your technology stack. You own the code, data, and models, meaning no vendor dependencies, no usage limits, and the freedom to modify, extend, or migrate as your business evolves.

Custom development also allows for enterprise-grade security, precise compliance with industry regulations, and optimization for your specific data and workflows that generic platforms cannot match.

Not necessarily. While having clean, organized data accelerates development, we help clients at all stages of data readiness. Our AI consulting services include data strategy, data quality assessment, and data preparation as part of the development process.

We can work with fragmented data across multiple systems, legacy databases, unstructured files, and documents. Part of our discovery process involves evaluating your current data landscape and creating a roadmap to get your data production-ready for AI.