# Draft & Goal > “Multi-agent orchestration for enterprise marketing — many specialized, governed AI agents running in parallel, in production, model-agnostic and enterprise-grade.” - Canonical entity: https://directory.readyscan.ai/entities/draft-goal-q140673260 - Website listed in the source snapshot: https://dng.ai/ - Category: [Businesses](https://directory.readyscan.ai/directory/businesses) - Machine record: https://directory.readyscan.ai/discovery/entities/draft-goal-q140673260.json - Material fingerprint: fnv1a64:348da19a95f84a7c - Entity revision: fnv1a64:d8d06d144d94c35a - Published: 2026-10-20 - Modified: 2026-10-20 ## Products & services ### [Draft & Goal](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-offering-content-native-digital-agencies-535e26ea177a881a-offering-1e362342ad950030cc85) “Multi-agent orchestration platform for enterprise marketing — many specialized, governed AI agents running in parallel across research, content, campaigns, localization, publishing, and reporting.” [Product website](https://dng.ai/) Sources: https://dng.ai/ ### [Enterprise AI onboarding](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-offering-content-native-digital-agencies-535e26ea177a881a-offering-7daf2e3c2cbc858969f0) “Launch a governed enterprise marketing AI workflow in 30 days with white-glove scoping, implementation, enablement, and a complete operational handover.” [Product website](https://dng.ai/services/enterprise-ai-onboarding/) Sources: https://dng.ai/services/enterprise-ai-onboarding/ ## Questions & answers ### [What is Draft & Goal?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-cdf63abc1a563b885822) “Draft & Goal is a MarketingOS for enterprise teams. It turns recurring marketing processes — such as research, production, localization, quality assurance, publishing, and reporting — into governed workflows that can run on demand, on a schedule, or when a signal triggers them.” Sources: https://dng.ai/faq/ ### [How is Draft & Goal different from a chatbot or AI content generator?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-5b9558deb0819c2352d1) “A chatbot produces an answer. Draft & Goal runs a process. It coordinates specialized agents, models, data, business rules, integrations, approvals, retries, and reporting across a reusable workflow, so the work can move from an initial signal to a controlled business outcome.” Sources: https://dng.ai/faq/ ### [Who is Draft & Goal built for?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-88ae2bd901960992858b) “It is built for enterprise marketing teams that manage recurring, multi-step work across people, markets, and systems. Common users include marketing operations, SEO and content, demand generation, campaign, localization, analytics, and digital teams.” Sources: https://dng.ai/faq/ ### [Do marketers need to code to use it?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-fc71fe6355ad3133a2be) “No. Teams can design and manage workflows in the visual Studio, including instructions, sources, rules, conditions, and approval steps. APIs and MCP servers are also available when technical teams want to extend the platform or connect specialized systems.” Sources: https://dng.ai/faq/ ### [How long does onboarding take?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-f50f8d11b3545f1918ab) “The target is a first workflow in production within 30 days. The exact timeline depends on workflow scope, data and system access, and the timing of security, legal, and stakeholder reviews.” Sources: https://dng.ai/services/ ### [Who needs to participate from our team?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-c46e16f57f1f05e1b2aa) “Most launches need a marketing process owner, a subject-matter expert, and the people who control relevant data, systems, security, or legal review. We keep their involvement focused around decisions, access, acceptance, and ownership.” Sources: https://dng.ai/services/ ### [What is a forward-deployed engineer?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-1b107ba13fabaa10e172) “An AI engineer who works directly with your marketing and technical teams to build production workflows, integrations, and governance inside your real environment—then documents and hands over what was built.” Sources: https://dng.ai/services/ ### [Who owns what gets built?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-c426ec80b9159ad02457) “You do. Workflows, connectors, brand and knowledge configuration, documentation, and operating patterns built for your deployment stay in your workspace, subject to the terms in your order form.” Sources: https://dng.ai/services/ ### [What can extend the 30-day target?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-31e29bdf42832888b1d5) “The most common dependencies are unavailable APIs, delayed data access, custom security requirements, and stakeholder or procurement reviews. We identify these during discovery and make the critical path visible.” Sources: https://dng.ai/services/ ### [Does every onboarding finish in exactly 30 days?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-fae6e57b594a6b6534ec) “Thirty days is the target for one agreed workflow when the launch group, system access, source material, and approvals are available on schedule. During discovery, we identify dependencies that could change the launch date before committing the final plan.” Sources: https://dng.ai/services/enterprise-ai-onboarding/ ### [What is included in the first workflow?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-a6192bb05484bc1bb461) “The engagement covers the agreed workflow charter, implementation, approved integrations, brand and knowledge setup, evaluations, governance controls, enablement, and handover. Additional workflows or material custom product development are scoped separately.” Sources: https://dng.ai/services/enterprise-ai-onboarding/ ### [How much time does our team need to provide?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-62b5ee38ab7aa04573ab) “Your workflow owner joins the core working sessions and coordinates access and review. The executive sponsor, domain reviewers, and IT or security contact participate at the decision points relevant to them. We agree the cadence and named owners during kickoff.” Sources: https://dng.ai/services/enterprise-ai-onboarding/ ### [Can you work with our existing models and marketing stack?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-88861e85db53de1bb006) “Yes. Discovery maps the models, data sources, identity requirements, and marketing systems already approved by your organization. We then confirm which connectors are available and whether any custom integration needs separate scope.” Sources: https://dng.ai/services/enterprise-ai-onboarding/ ### [What is a forward-deployed AI engineer?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-4810ad1bf75725eee360) “A forward-deployed AI engineer works directly with the people who own a business process and the systems around it. For a Draft & Goal engagement, that means designing and building the workflow in your operating context, connecting the required tools and controls, then transferring the system and knowledge to your team.” Sources: https://dng.ai/services/forward-deployed-engineering/ ### [Is this consulting or staff augmentation?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-1d0c0ec741c9ae87358b) “It is a scoped implementation engagement. We align on a defined workflow, build outputs, responsibilities, acceptance criteria, and a handoff. It is not a strategy deck, and it is not an open-ended request for an extra pair of engineering hands.” Sources: https://dng.ai/services/forward-deployed-engineering/ ### [Do we need MCP to work with you?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-f1fd136a71b9d5daebc7) “No. MCP is one way for AI agents to use approved tools and data. Depending on your systems and requirements, an engagement can use Draft & Goal's native connectors, REST APIs, webhooks, MCP servers, or a combination.” Sources: https://dng.ai/services/forward-deployed-engineering/ ### [Can you migrate workflows from Zapier, Make, n8n, or internal scripts?](https://directory.readyscan.ai/entities/draft-goal-q140673260#company-answer-content-native-digital-agencies-535e26ea177a881a-a-db8c0049c659d8396cde) “Yes, selected automations can be assessed for migration. We first determine which logic should be rebuilt, retained, retired, or connected, rather than recreating every legacy step without review.” Sources: https://dng.ai/services/forward-deployed-engineering/ ## Company sources - [Draft & Goal website](https://dng.ai/) — dng.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-535e26ea177a881a) - [dng.ai/faq/](https://dng.ai/faq/) — dng.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-1a442b9d1708cb29) - [dng.ai/services/](https://dng.ai/services/) — dng.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-923421454ed13259) - [dng.ai/services/enterprise-ai-onboarding/](https://dng.ai/services/enterprise-ai-onboarding/) — dng.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-a24703fabdf630f6) - [dng.ai/services/forward-deployed-engineering/](https://dng.ai/services/forward-deployed-engineering/) — dng.ai · [Related Ready Scan knowledge](https://readyscan.ai/sources/source-8377d251018d1108) ## Continue reading - Discover the bounded graph: https://readyscan.ai/api/v1/ai-search/discovery - Retrieve this entity evidence: https://readyscan.ai/api/v1/ai-search/entities/draft-goal-q140673260/evidence ## Publication boundary - This public-sourced record brings together company information and its sources. 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