The work behind the product
See how AI work actually gets done.
Explore complete workflows, the specialist agents inside them, and practical guides for connecting AI to the tools your team already uses.
The system in one minute
Three parts. One complete job.
A request becomes a visible workflow. Focused agents own bounded responsibilities. The orchestrator chooses the next step, gates feedback, and checks the job against its accepted outcome.
Use the stack you already have
The tools stay. The work gets organized.
Browse 57 providers and 711 supported actions across communication, publishing, SEO, commerce, advertising, research, media, and more.
Explore every integration →
Ready-made paths
Start with a complete workflow.
See the stages, specialist roles, tool boundaries, evidence requirements, recovery paths, and completion checks for work across engineering, content, sales, support, SEO, and paid media.
Explore all workflows →Brand Foundation Setup
A current brand profile and durable voice guide that future agents can retrieve, apply, test, and update without guessing.
Branding Content Production
A reviewed, evidence-backed piece in the project voice, with channel versions and publication governed by the request's explicit execution intent.
Customer Feedback Intake
One route-approved Slack thread containing the complete feedback packet and safe refs for investigation.
Engineering Tracked Delivery
A delivered change with an explicit flow, truthful tracker state, proportionate verification, independent review, and release evidence.
Finance Bookkeeping Preparation and Reconciliation
A reviewed, externally recorded close packet marked prepared/unposted, with matched and exception refs that can be handed to later workflows.
Finance Cashflow Management
A dated external thirteen-week forecast packet with safe evidence/proof refs, uncertainty, exception state, and tax-estimate handoff readiness.
From the work
Practice, evidence, and direct answers.
Each guide starts with the answer, then shows the decisions, evidence, failures, and practical methods behind it.
Read all articles →
Claude
GeminiAI workflow automation: automate the rules, not the judgment
A practical way to decide what AI workflows should enforce in code, what agents should decide at runtime, and when a person genuinely needs to step in.
Read the guideHow should an AI orchestrator triage feedback?
A practical way for AI orchestrators to separate blocking findings from repairs, preferences, and scope drift without weakening review.
Read the guideHow to refine an AI agent workflow: best practices after the first working version
A practical method for using agents, independent workflow runs, and post-run debriefs to refine AI workflows without scope drift.
Read the guideWhat should an AI agent handoff include?
A practical handoff packet for AI agents, covering objective, state, evidence, context, tools, output, recovery, ownership, and stopping rules.
Read the guideFocused responsibilities
The right specialist at the right stage.
Agents research, create, review, and verify. Orchestrators choose the next valid step and gate feedback against the accepted plan.
Meet every agent →Brand Profile Architect
Builds and maintains evidence-led brand profiles and durable voice guides from operator judgment, representative samples, and independent review.
Branding Channel Strategist
Owns angle, structure, and channel publication job decisions without executing publication.
Branding Claim Auditor
Read-only adversarial reviewer that enforces evidence-over-assertion.
Brand Orchestrator
Main-agent operating loop for evidence-led brand-foundation setup and voice-consistent content production, review, and optional publication.
Campaign Production Orchestrator
Generic main-agent orchestration preset for end-to-end marketing campaign production from intake brief through plan approval, media production, landing pages, visual signoff, and gallery…
Delivery Orchestrator
Generic main-agent SDLC delivery orchestration preset for project-adapted flow design, planning, tracker/run-plan coordination, reviewer selection, E2E/manual verification matrices,…
Finance Department Orchestrator
Main-agent guidance for a six-workflow finance department that keeps all finance facts external while coordinating bounded agents, provider actions, received-payment settlement approvals,…
Workflow Orchestrator
Main-agent operating loop for workflows that do not need a domain-specific orchestrator.