Enterprise AI Architecture That Scales With Your Vision

We work with organizations across financial services, healthcare, logistics, and technology sectors. Our services are most valuable for enterprises implementing production AI systems, organizations expanding existing AI capabilities, and companies evaluating strategic AI investments. We focus on projects where technical excellence and measurable outcomes are priorities.

Architecture design engagements typically span six to ten weeks depending on organizational complexity and scope. The process includes current state assessment (1-2 weeks), architecture design and documentation (3-4 weeks), stakeholder review cycles (1-2 weeks), and implementation planning (2-3 weeks). We adjust timelines based on your specific requirements and constraints.

Prompt engineering services include systematic development of prompts for your use cases, creation of evaluation frameworks to measure output quality, implementation of prompt libraries with version control, security assessment for prompt injection vulnerabilities, and optimization based on production usage patterns. Deliverables include documented prompt templates, evaluation metrics, and integration guidance.

Yes, we offer maintenance agreements for organizations requiring ongoing support. Support services include performance monitoring, optimization based on production data, assistance with scaling and capacity planning, integration of new capabilities, and incident response. We design implementations to enable your team to maintain systems independently while providing support when needed.

We work across major AI platforms including OpenAI, Anthropic, Google Cloud AI, Azure AI, and AWS AI services. Our experience covers large language models, computer vision systems, recommendation engines, and specialized domain models. We maintain platform-agnostic architecture approaches to avoid vendor lock-in while leveraging specific platform capabilities when appropriate.

We implement comprehensive security measures including data encryption in transit and at rest, access controls with principle of least privilege, audit logging for all AI operations, secure model serving infrastructure, and privacy-preserving techniques where applicable. All implementations follow industry security standards and regulatory requirements relevant to your sector. We conduct security reviews as part of every engagement.

Pricing is project-based and depends on scope, complexity, and timeline requirements. AI Architecture Design services start at S$48,300, Prompt Engineering services at S$21,700, and Model Fine-Tuning at S$36,800. These represent typical engagement sizes. We provide detailed proposals after understanding your specific needs during initial consultation. All costs are outlined clearly before project commencement.

Absolutely. We commonly collaborate with internal engineering teams, providing specialized AI expertise while transferring knowledge to your staff. Our approach includes comprehensive documentation, code reviews, architecture discussions, and hands-on training sessions. We design solutions that your team can maintain and evolve after our engagement concludes.