AI Engineering
Custom assistants, document retrieval and workflow integrations, designed around your data and approval rules. We scope implementation, ongoing support and third-party usage separately.
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.
A scoped pilot for a selected workflow or assistant.
A coordinated backlog of integrations and supervised AI workflows.
Custom AI application components and governance for complex requirements.
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.
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.
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.
Honorários em USD pelo escopo indicado. Impostos, mÃdia, software/API e custos de terceiros são separados salvo inclusão explÃcita. Configuração separada. Escopo e condições são acordados antes do trabalho.
O escopo detalhado abaixo está em inglês; o idioma de execução é acordado na proposta individual.
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.
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.
One standard workflow, up to 8 steps/2 supported native connections, agreed test cases, documentation/handoff. Unsupported connectors/custom systems separately quoted.
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.
One human-approved content/research workflow, up to 2 native connections, templates and 5 reviewed test drafts/handoff. Ongoing production/media/SEO management separate.
One prioritized workstream, small standard automation/support tasks, monthly report/call. New build and maintenance both consume hours; no unlimited chatbots/output.
Up to 3 prioritized workstreams; agreed integrations/improvements and review calls within capacity. Not eight new custom automations every month.
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.
Tell us the task, available data, current tools and review responsibilities. We will assess dependencies and prepare a scoped proposal.
Workflow automation connects approved existing tools. Custom development can add retrieval, evaluation and application logic. Define boundaries, acceptance criteria and maintenance responsibilities for each.
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.
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.
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.
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.
Workflow automation connects approved existing tools. Custom development can add retrieval, evaluation and application logic. Define boundaries, acceptance criteria and maintenance responsibilities for each.