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Pipeline skills · 355 components

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Capabilities and skills packs, distilled from real enterprise projects.

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Synthetic data

Intelligence · Pipeline in motion

Watch the work flow.

From long audio to structured notes. Follow each handoff, with human review at the decisions that matter.

Explore the flow and parameters
Turn long audio into notesSynthetic data · 27-second walkthrough

Proven across 14 industries

Each tile is one industry: how many capabilities have shipped there, and how they split across the four modules.

  1. Travel & hotels 113capabilities Agent OS 25, AI Gateway 2, Intelligence 49, Commerce 37
  2. Manufacturing & industry 80capabilities Agent OS 19, Intelligence 41, Commerce 20
  3. Education 59capabilities Agent OS 22, AI Gateway 7, Intelligence 11, Commerce 19
  4. Media & content 56capabilities Agent OS 2, AI Gateway 1, Intelligence 33, Commerce 20
  5. Government & public services 49capabilities Agent OS 4, AI Gateway 12, Intelligence 11, Commerce 22
  6. Retail & ecommerce 48capabilities Agent OS 7, AI Gateway 1, Intelligence 14, Commerce 26
  7. Logistics & supply chain 47capabilities Agent OS 7, Intelligence 26, Commerce 14
  8. Lifestyle & consumer apps 44capabilities Agent OS 26, AI Gateway 1, Intelligence 4, Commerce 13
  9. Finance 42capabilities Agent OS 7, AI Gateway 6, Intelligence 26, Commerce 3
  10. Healthcare 42capabilities Agent OS 13, AI Gateway 9, Intelligence 9, Commerce 11
  11. Legal services 42capabilities Agent OS 15, AI Gateway 5, Intelligence 22
  12. Energy 41capabilities Agent OS 22, Intelligence 19
  13. Business & general services 41capabilities Agent OS 17, AI Gateway 14, Commerce 10
  14. Sports 33capabilities Agent OS 2, Intelligence 30, Commerce 1
Module split
  • Agent OS
  • AI Gateway
  • Intelligence
  • Commerce
355 capabilities · 14 industries

Ordered pipelines for the work that matters.

Each skill chains existing components into three to seven steps. Every step names its input and output; people decide at the review gates.

  • S01 · Agent OS

    Plan and deliver work

    Break a goal into dependent tasks, confirm execution and deliver reviewable results.

    1. Plan the steps
    2. Approve the scopeHuman review
    3. Run and collect
    4. Review and hand overHuman review

    4 steps2 human reviews7 components

  • S12 · AI Gateway

    Compare and switch models

    Compare available services on shared samples, then review differences and adjust primary and fallback choices.

    1. Check candidate services
    2. Compare sample results
    3. Review switch proposalsHuman review
    4. Configure primary and fallback
    5. Recheck samplesHuman review

    5 steps2 human reviews7 components

  • S19 · Intelligence

    Turn long audio into notes

    Organize long recordings and timestamps, review transcripts and produce traceable notes.

    1. Prepare recording sources
    2. Transcribe and align
    3. Check text and attributionHuman review
    4. Draft the notes
    5. Review and exportHuman review

    5 steps2 human reviews6 components

  • S33 · Commerce

    Quote and confirm

    Prepare quotes and line items from requirements, then hand them to the customer for confirmation.

    1. Check eligibility and prices
    2. Assemble supplier quotes
    3. Prepare confirmation details
    4. Hand over for confirmationHuman review

    4 steps1 human reviews4 components

  • S02 · Agent OS

    Resume interrupted work

    Check history and runtime readiness, resume unfinished work and review the result.

    1. Recover the history
    2. Confirm the resume pointHuman review
    3. Resume execution
    4. Inspect the resultHuman review

    4 steps2 human reviews6 components

  • S13 · AI Gateway

    Check usage and costs

    Check the budget before submitting batch jobs, then reconcile costs against recorded usage.

    1. Check available budget
    2. Submit and collect results
    3. Account for request costs
    4. Review discrepanciesHuman review

    4 steps1 human reviews5 components

  • S20 · Intelligence

    Build a daily brief

    Turn multiple sources into cited facts and review them before preparing a subscribable brief.

    1. Collect readable material
    2. Structure facts and entities
    3. Link topics and events
    4. Verify and selectHuman review
    5. Prepare and deliver the brief

    5 steps1 human reviews9 components

  • S39 · Commerce

    Review campaign results

    Check visits and action records, compare content results and confirm the next schedule.

    1. Link sources and actions
    2. Check performance and health
    3. Draft adjustments
    4. Choose the next planHuman review
    5. Schedule and retain history

    5 steps1 human reviews9 components

  • S03 · Agent OS

    Approve computer actions

    Check identity and action scope, run approved actions and retain page and file changes.

    1. Check readiness
    2. Approve the action listHuman review
    3. Act and retain evidence
    4. Check the changesHuman review

    4 steps2 human reviews8 components

  • S14 · AI Gateway

    Set access rules

    Define team access, review rule changes and test allowed and denied requests.

    1. Define access scope
    2. Validate and review changesHuman review
    3. Apply access rules
    4. Review request evidenceHuman review

    4 steps2 human reviews6 components

  • S21 · Intelligence

    Find similar by image

    Import a catalog, retrieve candidates by image or text and review specifications and availability.

    1. Validate source recordsHuman review
    2. Build the image index
    3. Find similar candidates
    4. Check specifications and selectHuman review

    4 steps2 human reviews3 components

  • S34 · Commerce

    Confirm and cancel reservations

    Check available resources and short-lived quotes, then follow supplier states and cancellation requests after confirmation.

    1. Intake and check availability
    2. Create a short-lived confirmation
    3. Confirm or cancel with a personHuman review
    4. Reconcile resource-provider state
    5. Sync and notify

    5 steps1 human reviews9 components

We took apart real enterprise projects, kept every part worth reusing, and assembled the parts into ordered pipelines, with a person at every decision that matters.

Platform

Four modules. One operating layer.

From orchestration down to transactions, each module is a set of pipeline skills and the components they are built from. Take a whole pipeline or a single part.

  1. Agent OSAgent foundation Recoverable agent execution, tools, identity and delivery under governance. 11 skills107 components
  2. AI GatewayModel and service access Multi-protocol model routing, policy, metering and capability APIs. 7 skills35 components
  3. IntelligenceInformation and creation Monitoring, media, documents, retrieval, geography and analytics. 14 skills131 components
  4. CommerceTransactions and operations Payments, orders, membership, content and growth workflows. 10 skills82 components

Take the pipeline with you.

A skills pack holds the ordered steps, a parameter schema, a runner with synthetic fixtures and tests, and an integration checklist. Real services, domain rules and approvals are connected per project.

Browse skills packs · 42

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Bring the workflow; we map it to pipelines and parts.

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Explore the modules

Fourteen industries, one set of building blocks.

Industry pages restate the pipelines in each industry’s own terms and mark every link as source-supported or transferable use.

Manufacturing & industry

Adapt training-footage review to workstations: flag candidate actions for a shift lead to check against the SOP and hand over a shift review pack.

Transferable use Review video actions
Explore the industry →

Labels describe data associations and proposed adaptations, not customers or deployments.

Approach

Start with the work.Build for the handover.

A clear path from a business question to a system your team can operate, review and improve.

Discuss your workflow

  1. Diagnose the workflow

    Map the decisions, information and handoffs. Agree on the scope, constraints and acceptance criteria before choosing the components.

    A shared problem definition

  2. Test in a bounded sandbox

    Start with synthetic data. Where appropriate, use authorized real data in an isolated environment to examine errors, edge cases and operating costs.

    Evidence to guide the next step

  3. Build in human judgment

    Connect the steps around clear inputs and outputs. Put review gates, exception handling and recovery where the work requires them.

    A reviewable pipeline

  4. Hand over with governance

    Document ownership, access, monitoring and rollback. Give the team the operating guide and evaluation criteria to manage future changes.

    An accountable operating model