Multi-systemABM / revenue teamProposed pattern
Account journey room
Understand one account across intent, campaigns, content, CRM, and conversations
6senseDemandbaseCRMmarketing automation+2
Open implementation brief
- Interface
- Account timeline, stakeholder map, evidence panel, action queue
- Reads
- Read account, person, intent, engagement, opportunity, and conversation signals
- Writes
- Add notes, tasks, campaigns, and approved outreach
- Approval
- Required for outbound and CRM stage changes
- Access
- Native MCP plus CRM/API orchestration
- Smallest MVP
- Single-account research and meeting-prep view
- Guardrails
- Identity confidence; source attribution; opt-out and territory rules
Multi-systemBrand / communicationsProposed pattern
Brand intelligence radar
Detect material shifts in brand and category conversation
BrandwatchMeltwaterSprinklrSimilarweb+1
Open implementation brief
- Interface
- Signal radar with clusters, sources, confidence, and escalation queue
- Reads
- Read mentions, coverage, sentiment, topics, traffic, and share of voice
- Writes
- Create alerts, briefs, and response tasks
- Approval
- Approval for public response
- Access
- Meltwater MCP plus listening APIs
- Smallest MVP
- Daily signal digest with evidence
- Guardrails
- No opaque sentiment claims; retain source links; crisis thresholds
Multi-systemWeb and demand-gen teamProposed pattern
Brief-to-landing-page studio
Turn an approved brief into a governed page
Miro/NotionFigma/CanvaWebflow/AEM/Sitecore/Contentfulanalytics
Open implementation brief
- Interface
- Split-screen brief, content tree, preview, QA, and publish checklist
- Reads
- Read brief, components, brand rules, existing pages, and analytics
- Writes
- Create draft page, components, metadata, and test plan
- Approval
- Required for publish and experiment start
- Access
- Native MCP for several CMS/design tools; APIs otherwise
- Smallest MVP
- Draft a page in a nonproduction environment
- Guardrails
- Environment isolation; accessibility; SEO; legal; analytics validation
Multi-systemGrowth lead / finance partnerProposed pattern
Budget reallocation workbench
Compare marginal returns and propose reallocation
Ad platformsSalesforce/HubSpotStripeBI
Open implementation brief
- Interface
- Scenario model with confidence bands and approval packet
- Reads
- Read cost, pipeline, revenue, and forecast data
- Writes
- Create approved budget-change instructions or tasks
- Approval
- Finance and channel-owner approval
- Access
- Warehouse/BI plus ad APIs or MCP
- Smallest MVP
- Weekly scenario and one-click approval handoff
- Guardrails
- No direct money movement; show assumptions and attribution caveats
Multi-systemOperations engineer / product builderProposed pattern
BYO-UI application shell
Stand up a role-specific interface over governed production systems without rebuilding their data layer.
Retool or VercelSupabase or warehouseone or more SaaS APIs/MCP servers
Open implementation brief
- Interface
- Authenticated web application with evidence panels, bounded forms, approval states, and audit history.
- Reads
- Role-relevant objects and provenance from underlying systems.
- Writes
- Only narrowly defined, validated, reversible actions with owner-aware routing.
- Approval
- Required based on action consequence and system ownership.
- Access
- Direct API, SQL, webhooks, MCP, and delegated OAuth.
- Smallest MVP
- One persona, one job, two systems, one approval-gated write.
- Guardrails
- Tenant isolation; RLS; least privilege; secrets; idempotency; logs; rollback.
Multi-systemEnterprise architecture / product opsProposed pattern
BYO-UI interface registry
Track custom interfaces, owners, systems, permissions, and risk
CMDBwork managementIAMAPI gateway+1
Open implementation brief
- Interface
- Catalog with dependency graph, owner, purpose, audience, and review status
- Reads
- Read interface metadata, endpoints, scopes, incidents, and usage
- Writes
- Register, review, approve, deprecate, and assign owners
- Approval
- Required for production status
- Access
- Internal APIs and registry metadata
- Smallest MVP
- Inventory current custom UIs and agents
- Guardrails
- Ownership; expiry; least privilege; incident path; data classification
Single-systemMarketing operationsProposed pattern
Campaign agent supervision inbox
Review agent-proposed actions across the stack
All MCP/API-connected Marcom tools
Open implementation brief
- Interface
- Unified queue with evidence, diff, risk, approver, and rollback
- Reads
- Read proposed action, source evidence, permissions, and expected impact
- Writes
- Approve, reject, edit, schedule, or roll back supported actions
- Approval
- Always required for high-impact actions
- Access
- Cross-server orchestration and audit layer
- Smallest MVP
- Supervise three action types across two systems
- Guardrails
- No silent writes; clear diffs; typed risk; immutable audit; emergency stop
Multi-systemCampaign manager / creative opsProposed pattern
Campaign asset assembly room
Assemble approved assets for a launch
CanvaFigmaAEMBynder+3
Open implementation brief
- Interface
- Brief, asset search, variant grid, review status, export panel
- Reads
- Read briefs, brand systems, assets, rights, and approval state
- Writes
- Generate variants; update metadata; export approved packages
- Approval
- Creative and legal approval
- Access
- MCP for Canva/Figma/AEM; DAM/CMS APIs
- Smallest MVP
- One campaign, three channels, approved variants
- Guardrails
- Brand rules; licensing; provenance; no publishing from draft state
Multi-systemAI platform and security teamProposed pattern
Capability gateway and tool registry
Expose a small approved set of business capabilities to agents and custom interfaces.
Composio or Nango or PipedreamSmithery or official registryenterprise identity and logs
Open implementation brief
- Interface
- Tool catalog, connected accounts, scopes, owners, risk class, usage, approvals, and deprecation state.
- Reads
- Tool schemas, credentials, connected accounts, server metadata, execution logs, and downstream permissions.
- Writes
- Approve, disable, version, or scope tools and connected-account access.
- Approval
- Required for new consequential tools, broader scopes, and production promotion.
- Access
- MCP, delegated OAuth, integration SDKs, and platform APIs.
- Smallest MVP
- Ten approved tools across three systems with usage logging.
- Guardrails
- Allowlist; ownership; least privilege; prompt-injection defenses; provenance; kill switch.
Multi-systemCreator business / community operatorProposed pattern
Creator membership operations room
Understand member health and coordinate benefits, content, community, and revenue workflows.
Patreon or KajabiCircleStripe or CRM
Open implementation brief
- Interface
- Member segments, benefit obligations, engagement, churn risk, issues, and action queue.
- Reads
- Members, tiers, purchases, activity, community participation, benefits, and support state.
- Writes
- Create follow-up tasks, update supported member metadata, prepare benefit delivery, and message drafts.
- Approval
- Required for member removal, entitlement change, refunds, public communication, and payout actions.
- Access
- OAuth APIs, webhooks, and Circle MCP where applicable.
- Smallest MVP
- One membership program, benefit exception list, and member follow-up queue.
- Guardrails
- Member privacy; contract terms; paid access; consent; financial approval.
Multi-systemPerformance marketerProposed pattern
Cross-channel campaign cockpit
Monitor and govern campaigns across paid media
Google AdsMeta AdsLinkedInMicrosoft Ads+2
Open implementation brief
- Interface
- Exception-first dashboard with drill-down and approval queue
- Reads
- Read spend, delivery, pacing, attribution, and creative status
- Writes
- Propose budget shifts; pause/resume; update labels after approval
- Approval
- Required for spend, bids, launch, and pause actions
- Access
- Native MCP where available; APIs elsewhere; bridge through MuleSoft/Zapier/Make
- Smallest MVP
- Daily pacing, anomaly, and recommendation view
- Guardrails
- Budget caps; account allowlist; idempotency; audit log; no autonomous launch
Multi-systemCustomer success / growthProposed pattern
Customer health and expansion cockpit
Find expansion opportunities grounded in product and relationship signals
GainsightCRMGonganalytics+1
Open implementation brief
- Interface
- Health timeline, risk/opportunity evidence, playbook queue
- Reads
- Read health, usage, support, conversation, renewal, and opportunity signals
- Writes
- Create CTA, success plan, task, or approved CRM update
- Approval
- Approval for commercial outreach and forecast changes
- Access
- Gainsight/Gong/CRM MCP plus analytics APIs
- Smallest MVP
- One segment and weekly opportunity queue
- Guardrails
- Do not infer sentiment without evidence; role and territory controls
Multi-systemCMO / VP MarketingProposed pattern
Executive Marcom morning brief
See the few changes that matter today
BIanalyticsCRMsocial listening+1
Open implementation brief
- Interface
- Narrative brief with linked evidence and exception cards
- Reads
- Read KPIs, anomalies, launches, pipeline, and brand signals
- Writes
- Create follow-up tasks or request investigations
- Approval
- Approval for external communication only
- Access
- Read-only MCP/API aggregation
- Smallest MVP
- Daily five-minute brief
- Guardrails
- Source citations; metric lineage; freshness labels; no hidden aggregation
Multi-systemGrowth / product marketingProposed pattern
Experiment review board
Review active tests and decide next actions
Adobe TargetOptimizelyStatsigAmplitude+2
Open implementation brief
- Interface
- Portfolio board with hypotheses, status, evidence, and decision log
- Reads
- Read experiment configuration, audiences, metrics, and results
- Writes
- Create/update experiments or rollout tasks after approval
- Approval
- Required for traffic allocation and rollout
- Access
- Native MCP for Adobe Target/Statsig/Amplitude; APIs elsewhere
- Smallest MVP
- Portfolio audit and decision packet
- Guardrails
- Statistical caveats; guardrail metrics; exposure checks; rollback
Multi-systemSDR / growth teamProposed pattern
GTM research and prospecting cockpit
Research and build a focused prospect list
ApolloClayZoomInfo6sense+2
Open implementation brief
- Interface
- Search, evidence, enrichment, dedupe, and sequence staging
- Reads
- Read people, companies, signals, enrichment, and CRM ownership
- Writes
- Create/update contacts and stage approved sequence enrollment
- Approval
- Required for outreach and sequence enrollment
- Access
- Apollo/Clay/6sense/Demandbase MCP plus APIs
- Smallest MVP
- One ICP segment and 50-record review queue
- Guardrails
- Privacy; opt-out; territory; dedupe; provenance; no unreviewed bulk send
Multi-systemCreator / social marketingProposed pattern
Influencer campaign room
Manage creator selection, content, and performance
Latersocial APIsCRMDAM+1
Open implementation brief
- Interface
- Creator profiles, deliverables, content approvals, and performance
- Reads
- Read audience, deliverables, posts, engagement, and conversions
- Writes
- Create briefs, tasks, tracking links, and approved outreach
- Approval
- Required for contracts, outreach, and public content
- Access
- APIs plus work-management and commerce surfaces
- Smallest MVP
- One campaign from brief to reporting
- Guardrails
- Disclosure rules; rights; payment and contract separation
Multi-systemLifecycle marketerProposed pattern
Lifecycle journey debugger
Find broken or underperforming journeys
BrazeKlaviyoSalesforce MCEAJO+2
Open implementation brief
- Interface
- Journey map with entry, branch, suppression, and delivery diagnostics
- Reads
- Read journey config, audiences, messages, events, and delivery metrics
- Writes
- Draft changes; clone versions; open approval requests
- Approval
- Required before activation or send
- Access
- Native MCP where available; REST APIs elsewhere
- Smallest MVP
- Read-only journey inspection and issue list
- Guardrails
- Consent; suppression; frequency caps; test audience; version rollback
Multi-systemMarketing ops / data teamProposed pattern
Marcom data quality console
Find and resolve broken data across the stack
SegmentRudderStackHightouchCDPs+3
Open implementation brief
- Interface
- Schema and lineage view with quality tests and remediation queue
- Reads
- Read schemas, freshness, events, syncs, identities, and failures
- Writes
- Rerun jobs, quarantine records, open fixes, and approve mappings
- Approval
- Required for schema/mapping changes
- Access
- dbt/BigQuery/Snowflake MCP plus APIs
- Smallest MVP
- Freshness, volume, identity, and sync checks
- Guardrails
- No destructive fixes by default; reversible changes; lineage
Multi-systemMarketing PMOProposed pattern
Marketing project launch room
Coordinate launch dependencies across systems
Asanamonday.comJiraSmartsheet+2
Open implementation brief
- Interface
- Milestone map, blockers, owner queue, decision log
- Reads
- Read tasks, dependencies, comments, documents, and status
- Writes
- Create/update tasks, reminders, comments, and handoffs
- Approval
- Approval for major date or scope changes
- Access
- Native MCP across several work systems
- Smallest MVP
- One launch template and exception dashboard
- Guardrails
- Source-of-truth rules; notification throttling; ownership
Multi-systemPlatform / integration teamProposed pattern
MCP wrapper factory for API-only SaaS
Turn approved APIs into small governed MCP toolsets
MuleSoftApollo GraphQLWorkatoZapier+2
Open implementation brief
- Interface
- Tool catalog designer, schema tester, policy layer, and deployment view
- Reads
- Read OpenAPI/GraphQL schemas, app scopes, and test data
- Writes
- Publish allowlisted tools with annotations and approvals
- Approval
- Required before production deployment
- Access
- API-to-MCP gateway
- Smallest MVP
- Wrap five read tools and one approval-gated write tool
- Guardrails
- No pass-through tokens; allowlists; validation; tenant isolation; observability
Multi-systemGlobal content operationsProposed pattern
Media localization and variant studio
Create governed language, format, and audience variants from an approved source asset.
HeyGen or Descript or RunwaySmartling or LokaliseDAM or CMS
Open implementation brief
- Interface
- Source asset, locale matrix, translation state, render queue, comparison viewer, and approval ledger.
- Reads
- Source content, terminology, brand assets, rights, target locales, workflow state, and destination requirements.
- Writes
- Create translation jobs, generate variants, update metadata, attach outputs, and route approvals.
- Approval
- Required for voice or likeness, translation acceptance, claims, and publication.
- Access
- Media APIs/MCP + localization API/webhooks + DAM/CMS API.
- Smallest MVP
- One approved asset, two locales, one delivery destination.
- Guardrails
- Source version; terminology; reviewer ownership; rights; provenance; accessibility.
Multi-systemSales, customer success, and recruiting operationsProposed pattern
Meeting routing and preparation workspace
Turn a scheduled meeting into the right context, participants, preparation, and follow-up workflow.
CalendlyCRMZoomSlack or work management
Open implementation brief
- Interface
- Upcoming meetings, account context, attendee map, preparation packet, routing exceptions, and follow-up queue.
- Reads
- Invitees, event type, account and opportunity context, availability, meeting details, owners, and recent activity.
- Writes
- Create tasks, update approved CRM activity, prepare agendas, and route ownership exceptions.
- Approval
- Required for rescheduling, cancellation, external invitations, or record-owner changes.
- Access
- Scheduling API/webhooks + CRM API/MCP + meeting API + collaboration API.
- Smallest MVP
- One event type, CRM match, and automated preparation packet.
- Guardrails
- Invitee privacy; calendar permissions; ownership; notification policy; duplicate prevention.
Multi-systemGrowth and mobile marketingProposed pattern
Mobile attribution diagnostic room
Explain discrepancies across media spend, installs, events, revenue, and privacy-constrained attribution.
AppsFlyer or Adjustad platformswarehouse or BIcommerce or subscription system
Open implementation brief
- Interface
- Source comparison, attribution-window controls, event reconciliation, anomaly evidence, and issue queue.
- Reads
- Spend, installs, conversions, events, revenue, cohorts, fraud, privacy regime, and data freshness.
- Writes
- Create investigation tasks, annotate discrepancies, and prepare approved configuration changes.
- Approval
- Required for attribution setting, audience, budget, or campaign changes.
- Access
- Measurement APIs + ad APIs + warehouse queries.
- Smallest MVP
- One app, three channels, one conversion event, and discrepancy report.
- Guardrails
- Model label; privacy threshold; lookback window; identity uncertainty; data latency.
Single-systemNewsletter operator / editorProposed pattern
Newsletter operator cockpit
Run a publication without navigating separate content, audience, growth, monetization, and automation screens.
beehiiv or Kit or Ghost
Open implementation brief
- Interface
- Editorial calendar, audience health, draft queue, sponsorship status, and approval rail.
- Reads
- Posts, drafts, subscribers, segments, referrals, products, automations, performance, and site state.
- Writes
- Create drafts, manage tags and segments, prepare automations, update metadata, and assign reviews.
- Approval
- Required for sends, public publication, automation activation, and paid-access changes.
- Access
- First-party MCP where available; stable API and webhooks for deterministic integrations.
- Smallest MVP
- One publication, weekly calendar, audience exceptions, and draft-to-approval flow.
- Guardrails
- Consent; role permissions; publish boundary; monetization data isolation; provenance.
Multi-systemContent and audience teamProposed pattern
Newsletter-to-video studio
Turn an approved newsletter or article into governed video variants and distribute them.
beehiiv or GhostHeyGen or DescriptYouTube or social platform
Open implementation brief
- Interface
- Source preview, script editor, video settings, render status, review, and channel handoff.
- Reads
- Approved article, audience context, brand rules, avatars or media assets, channel requirements, and prior performance.
- Writes
- Create script and video drafts, save assets, update campaign metadata, and prepare distribution.
- Approval
- Required for likeness and voice use, claims, final render, and publication.
- Access
- Publishing API/MCP + media-generation API/MCP + distribution API.
- Smallest MVP
- One article, one 60-second video, one destination, and a human publish step.
- Guardrails
- Source attribution; rights; consent; brand; accessibility; channel-specific approval.
Multi-systemPartnerships and channel leadershipProposed pattern
Partner ecosystem cockpit
Operate partner pipeline, referrals, attribution, enablement, and payout exceptions in one place.
impact.com or PartnerStackCRMStripe or financecontent or learning platform
Open implementation brief
- Interface
- Partner portfolio, referral and deal pipeline, attribution evidence, content readiness, and payout approval queue.
- Reads
- Partners, contracts, referrals, deals, conversions, commissions, payouts, enablement, and CRM state.
- Writes
- Register deals, update partner metadata, prepare rewards, create tasks, and route payment exceptions.
- Approval
- Required for attribution overrides, commission changes, contracts, and payouts.
- Access
- Partner API + CRM API/MCP + finance API + content system.
- Smallest MVP
- One program, referral pipeline, and commission-exception queue.
- Guardrails
- Contract version; fraud; tax and payout data; source-of-truth; financial separation of duties.
Multi-systemRevOps / demand genProposed pattern
Pipeline quality debugger
Explain why pipeline is weak or stuck
RevSureCRMmarketing automationads+2
Open implementation brief
- Interface
- Funnel trace with stage-by-stage evidence and diagnostics
- Reads
- Read journeys, stage history, campaigns, activity, and conversion signals
- Writes
- Create remediation tasks, segment fixes, or approved field updates
- Approval
- Approval for CRM write-back and campaign changes
- Access
- Warehouse/SQL plus MCP/API
- Smallest MVP
- One funnel or segment diagnostic
- Guardrails
- Do not overwrite source fields without ownership; preserve definitions
Multi-systemPR / communicationsProposed pattern
PR coverage and journalist briefing
Prepare outreach and track earned coverage
CisionMeltwaterBrandwatchCMS+1
Open implementation brief
- Interface
- Journalist/media map, coverage timeline, message evidence, task queue
- Reads
- Read journalist profiles, coverage, mentions, owned content, and campaign context
- Writes
- Create briefing notes, lists, tasks, and approved outreach drafts
- Approval
- Required for outreach
- Access
- Meltwater MCP plus PR APIs
- Smallest MVP
- One announcement briefing package
- Guardrails
- Respect contact policies; source links; human-authored final outreach
Multi-systemResearch, product, and marketing leadersProposed pattern
Research evidence room
Move from raw customer evidence to traceable decisions without losing source context.
Dovetail or UserTestingTypeform or QualtricsNotion or work management
Open implementation brief
- Interface
- Question, evidence snippets, themes, contradictory evidence, decision log, and follow-up research queue.
- Reads
- Studies, sessions, responses, transcripts, highlights, participant metadata, themes, and prior decisions.
- Writes
- Create evidence links, tags, insights, decision records, and follow-up tasks.
- Approval
- Required for publishing external claims or exposing participant identity.
- Access
- Research APIs + work/knowledge API or MCP.
- Smallest MVP
- One research question, ten evidence items, and one decision record.
- Guardrails
- Consent; PII; evidence links; sampling caveats; analyst interpretation label.
Multi-systemMarketing finance / RevOpsProposed pattern
Revenue reconciliation console
Reconcile campaign outcomes with billing and revenue
StripecommerceCRMBI+1
Open implementation brief
- Interface
- Transaction-to-campaign matching with exceptions and evidence
- Reads
- Read payments, invoices, orders, opportunities, attribution, and campaign costs
- Writes
- Create reconciliation notes, tasks, and approved accounting exports
- Approval
- Required for refunds, adjustments, and ledger changes
- Access
- Stripe MCP plus data warehouse/BI
- Smallest MVP
- One channel and monthly close workflow
- Guardrails
- No autonomous financial mutation; idempotency; audit; accounting ownership
Single-systemRevenue representativeAuthor-built implementation
RepSure revenue workflow command center
Prioritize and act across leads, accounts, journeys, opportunities, meetings, forecasts, research, ownership, and sync health from one local-first workspace.
RevSure
Open implementation brief
- Interface
- Native macOS command center with Today and Work Queue views, lead, account, and opportunity detail, journey and meeting context, forecasts, research, ownership controls, and Data & Sync receipts.
- Reads
- Read source-backed lead, account, opportunity, journey, meeting, forecast, attribution, ownership, and synchronization data exposed through RevSure MCP.
- Writes
- Persist local assignments, preferences, saved filters and views, drafts, checkpoints, and sync receipts. Customer-system writeback remains disabled until a specific governed RevSure MCP action is verified and product-enabled.
- Approval
- Human confirmation is required before any future consequential writeback. The current architecture is manual-sync-first and local-write-first.
- Access
- RevSure MCP → incremental backend synchronization → durable writable SQLite read model → RepSure macOS interface.
- Smallest MVP
- A local-first Work Queue plus lead, account, and opportunity views with source-backed scores, visible freshness, full-dataset filtering, pagination, and a truthful Data & Sync receipt.
- Guardrails
- Never fabricate scores, journeys, forecasts, ownership, or activity; preserve valid zero scores; deduplicate by stable source identity; keep conservative checkpoints; preserve local edits across upgrades; distinguish local load from live sync.
- Why one system
- RevSure may consolidate data from connected systems such as HubSpot and Salesforce. RepSure uses RevSure as the single governed access layer and does not integrate with those upstream systems independently.
- Implementation state
- Built solo by Harry Hawk. RepSure is being hardened around journey coverage, enrichment, exhaustive retrieval, durable sync receipts, and update-safe data preservation.
- Evidence basis
- Author-provided RepSure Desktop Product Requirements and hands-on implementation with RevSure MCP.
Multi-systemAnalyst / marketing leaderProposed pattern
Semantic metrics explorer
Ask questions without losing metric governance
LookerPower BITableaudbt+2
Open implementation brief
- Interface
- Conversational query plus semantic definition, lineage, and chart
- Reads
- Read models, metrics, dimensions, data, and lineage
- Writes
- Save an analysis or create a governed dashboard draft
- Approval
- Approval for model changes
- Access
- Native MCP for Looker/Power BI/dbt/BigQuery/Snowflake
- Smallest MVP
- Five governed questions over certified metrics
- Guardrails
- Always show definitions, filters, grain, freshness, and query source
Multi-systemSEO leadProposed pattern
SEO opportunity workbench
Prioritize topics, pages, and competitive gaps
SemrushAhrefsSimilarwebGoogle Analytics+2
Open implementation brief
- Interface
- Keyword clusters, competitor gaps, content inventory, opportunity queue
- Reads
- Read rankings, traffic, backlinks, content, and conversions
- Writes
- Create briefs, tasks, and draft CMS entries
- Approval
- Approval for publishing and redirects
- Access
- Native MCP for research tools plus CMS API/MCP
- Smallest MVP
- One topic cluster and content plan
- Guardrails
- Separate estimates from observed data; canonical/redirect safeguards
Multi-systemCommerce marketerProposed pattern
Shoppable campaign assistant
Connect campaign intent to catalog and checkout
ShopifySalesforce CommercecommercetoolsAdobe Commerce+2
Open implementation brief
- Interface
- Campaign product set, inventory, offer, landing, and checkout preview
- Reads
- Read catalog, inventory, pricing, campaign, and conversion data
- Writes
- Create draft collections, carts, content, and approved offers
- Approval
- Required for price, discount, publish, and checkout changes
- Access
- Commerce MCP/APIs plus CMS
- Smallest MVP
- One campaign with a governed product collection
- Guardrails
- Inventory, price, discount, tax, and legal validation
Multi-systemSocial teamProposed pattern
Social publishing command center
Plan, approve, and publish across networks
BufferHootsuiteSproutSprinklr+2
Open implementation brief
- Interface
- Calendar, asset preview, approvals, per-network validation
- Reads
- Read queue, assets, engagement, and network requirements
- Writes
- Draft, schedule, publish, and reschedule approved posts
- Approval
- Required for publish and replies
- Access
- Buffer MCP plus social APIs
- Smallest MVP
- One-week calendar with approval workflow
- Guardrails
- Crisis pause; network policy; link and asset validation; audit trail
Multi-systemEvent and content marketingProposed pattern
Webinar-to-content engine
Convert a completed webinar into reusable, evidence-linked follow-up assets.
Zoom or ON24 or CventDescript or HeyGenCMS or newsletter platformCRM
Open implementation brief
- Interface
- Recording and transcript viewer, highlight selector, asset queue, follow-up segments, and publishing checklist.
- Reads
- Event, attendees, engagement, recording, transcript, questions, speaker permissions, and campaign context.
- Writes
- Create clips, summaries, draft posts, follow-up tasks, and approved campaign assets.
- Approval
- Required for speaker likeness, attendee quotes, claims, external publication, and outbound sends.
- Access
- Event API/webhooks + media API/MCP + CMS/lifecycle API.
- Smallest MVP
- One webinar, three clips, one summary, and a segmented follow-up draft.
- Guardrails
- Recording consent; attendee privacy; speaker rights; source timestamp; send approval.