AI Engineering

    AI Engineering Services —
    Custom AI Solutions for Business

    Custom assistants, document retrieval and workflow integrations, designed around your data and approval rules. We scope implementation, ongoing support and third-party usage separately.

    What we build for you

    AI Chatbots & Agents

    • Assistants connected to an approved knowledge base, with source references where available.
    • Channel integrations and escalation to a named human owner, scoped to available APIs.
    • Restrict data and tool access by role. Human approval is required before publication, outbound messages, spending or other consequential actions; define escalation and a stop mechanism.
    • The proposal separates implementation and support from model/API usage, hosting, platform subscriptions and integration costs. Agree usage limits and billing before launch; savings and ROI are not guaranteed.

    Workflow Automation

    • Document extraction, email and CRM workflows with explicit triggers and permissions.
    • Reporting pipelines with error handling and review before changes to customer records.
    • Restrict data and tool access by role. Human approval is required before publication, outbound messages, spending or other consequential actions; define escalation and a stop mechanism.
    • The proposal separates implementation and support from model/API usage, hosting, platform subscriptions and integration costs. Agree usage limits and billing before launch; savings and ROI are not guaranteed.

    Custom AI Development

    • RAG, evaluation and AI application components for agreed data sources.
    • API integration or fine-tuning feasibility, subject to provider terms and data suitability.
    • Restrict data and tool access by role. Human approval is required before publication, outbound messages, spending or other consequential actions; define escalation and a stop mechanism.
    • The proposal separates implementation and support from model/API usage, hosting, platform subscriptions and integration costs. Agree usage limits and billing before launch; savings and ROI are not guaranteed.

    AI-Powered Marketing & SEO

    • Keyword research, briefs and draft content for editorial review.
    • Ad-copy variants and content reuse; publication and budget changes require approval.
    • Restrict data and tool access by role. Human approval is required before publication, outbound messages, spending or other consequential actions; define escalation and a stop mechanism.
    • The proposal separates implementation and support from model/API usage, hosting, platform subscriptions and integration costs. Agree usage limits and billing before launch; savings and ROI are not guaranteed.

    Monthly subscription plans

    Deliverables, timing, support and usage limits are agreed in the proposal. API usage, hosting, subscriptions and integrations are scoped separately. Plan descriptions below are in English.

    Starter

    A scoped pilot for a selected workflow or assistant.

    최소 USD 1,500/월 · 월 최대 12시간 + USD 1,500 설정
    • Workflow and data-access review
    • Selected automation or chatbot implementation
    • Prompt and output evaluation on agreed test cases
    • Human approval and escalation checkpoints
    • Operating documentation and handover
    Discuss an AI workflow

    Growth

    A coordinated backlog of integrations and supervised AI workflows.

    최소 USD 3,500/월 · 월 최대 28시간 + USD 1,500 설정
    • Prioritized implementation roadmap
    • Agreed CRM and business-tool integrations
    • Assistants for selected support, research or content tasks
    • Editorial review for public-facing outputs
    • Usage and quality reporting at an agreed cadence
    • Training and support scope defined in the proposal
    Discuss an AI workflow

    Enterprise

    Custom AI application components and governance for complex requirements.

    최소 USD 6,000/월 · 월 최대 48시간 + USD 1,500 설정
    • RAG or model-adaptation feasibility for approved data
    • Application components, internal tools and dashboards
    • Role-based access and evaluation requirements
    • Integration, monitoring and incident-handling design
    • Team handover and operating responsibilities
    • Delivery milestones and support terms agreed in writing
    Discuss an AI workflow

    How we structure the work

    Access controls

    Restrict data and tool access by role. Human approval is required before publication, outbound messages, spending or other consequential actions; define escalation and a stop mechanism.

    Human approval

    Start with data permissions and a workflow review, then a limited pilot and acceptance testing. Delivery dates depend on access, integrations, security review and the agreed backlog.

    Scoped costs

    The proposal separates implementation and support from model/API usage, hosting, platform subscriptions and integration costs. Agree usage limits and billing before launch; savings and ROI are not guaranteed.

    범위, 한도 및 별도 비용

    표시된 범위에 대한 USD 서비스 요금입니다. 명시적으로 포함하지 않으면 세금, 광고, 소프트웨어/API 및 외부 비용은 별도입니다. 설정 비용도 별도이며 최종 범위와 조건은 작업 전에 합의합니다.

    아래 상세 범위는 영어로 제공하며 수행 언어는 개별 제안서에서 합의합니다.

    One brand, market and delivery language unless stated otherwise. Caps are work limits, not outcome promises. Client supplies lawful data, access and material rights. Public AI actions and content require agreed review. No rankings, leads, revenue, hiring or third-party approval guarantees.

    Contract, payment schedule, cancellation, hour rollover and support SLA require an explicit agreement. Legal, tax, investment and regulated work require the appropriate jurisdiction and an authorised professional role; this fee is not evidence of licensure.

    AI 챗봇 및 에이전트최소 USD 3,500/프로젝트

    One knowledge agent, one web channel, up to 50 approved documents/250 pages and one standard read-only business integration, defined evaluation/handoff. Voice, multiple channels, transactional actions and regulated use separately scoped.

    워크플로우 자동화최소 USD 1,500/프로젝트

    One standard workflow, up to 8 steps/2 supported native connections, agreed test cases, documentation/handoff. Unsupported connectors/custom systems separately quoted.

    맞춤 AI 개발범위별 견적

    Custom quote after scoped discovery. RAG/fine-tuning/custom services priced from actual data, integration, evaluation, security and ownership requirements. A discovery fee is not advertised as the price of completed custom development.

    AI 기반 마케팅최소 USD 3,000/프로젝트

    One human-approved content/research workflow, up to 2 native connections, templates and 5 reviewed test drafts/handoff. Ongoing production/media/SEO management separate.

    스타터 플랜최소 USD 1,500/월 · 월 최대 12시간 + USD 1,500 설정

    One prioritized workstream, small standard automation/support tasks, monthly report/call. New build and maintenance both consume hours; no unlimited chatbots/output.

    그로스 플랜최소 USD 3,500/월 · 월 최대 28시간 + USD 1,500 설정

    Up to 3 prioritized workstreams; agreed integrations/improvements and review calls within capacity. Not eight new custom automations every month.

    Enterprise최소 USD 6,000/월 · 월 최대 48시간 + USD 1,500 설정

    Up to 4 prioritized workstreams, named lead and agreed development/support capacity. No ‘unlimited’, dedicated-full-time engineer+PM or uncosted response SLA. Larger/security-regulated deployments separately quoted.

    연락처

    Discuss an AI workflow

    Tell us the task, available data, current tools and review responsibilities. We will assess dependencies and prepare a scoped proposal.

    버튼을 클릭하면 개인정보 처리에 동의합니다. 개인정보처리방침

    Frequently Asked Questions

    What exactly is AI Engineering as a service?

    Workflow automation connects approved existing tools. Custom development can add retrieval, evaluation and application logic. Define boundaries, acceptance criteria and maintenance responsibilities for each.

    Do I need any technical knowledge to use your services?

    Restrict data and tool access by role. Human approval is required before publication, outbound messages, spending or other consequential actions; define escalation and a stop mechanism.

    How quickly can you build and deploy AI automations?

    Start with data permissions and a workflow review, then a limited pilot and acceptance testing. Delivery dates depend on access, integrations, security review and the agreed backlog.

    Which AI tools and platforms do you work with?

    Select vendors and models after checking current availability, regional access, data terms and task-specific tests. Retrieval is not model training, and fine-tuning is only scoped when justified.

    Can you train our internal team to use AI?

    Training and handover can cover approved tools, review procedures and operating documentation. Sessions and support coverage are specified in the proposal, not assumed to be unlimited.

    What's the difference between AI automation and custom AI development?

    Workflow automation connects approved existing tools. Custom development can add retrieval, evaluation and application logic. Define boundaries, acceptance criteria and maintenance responsibilities for each.

    AI 엔지니어링 서비스 | KeyGroup