Automation resolves the bulk of requests - quality scoring closes the loop

Sequential pipeline - 3 team lanes, packed steps, hero node, feedback loop, evidence rail

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Automation resolves the bulk of requests - quality scoring closes the loop slide template rendered with SlideForge
Cost
$0.05/slide
Engine
Deterministic
Pattern
Swimlane Flow
Output
.pptx + PDF + PNG

Example brief

A per-lane sequential pipeline for a service request flow. Lanes: Intake (collect requests across channels; classify and enrich), Resolution engine (emphasized: match playbook, resolve automatically as the hero step, escalate exceptions), Quality & audit (spot-check outcomes, score quality weekly). A dashed feedback edge returns from the weekly score to the resolver. A callout chip on the engine lane notes end-to-end audit logging. Evidence rail: no-touch resolution for standard requests, exceptions escalate with context, weekly scores feed back. Takeaway: automate the standard path; spend human attention on exceptions only.

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Structured intent — create_slide payload

Copy-paste-ready. Renders deterministically (verbatim, no LLM). Add a theme_id for any of the built-in themes — the layout stays identical.

{
  "form": "swimlane_flow",
  "variant": "sequential_pipeline",
  "headline": "Automation resolves the bulk of requests - quality scoring closes the loop",
  "context": "Service request pipeline - stages by owning team",
  "takeaway": "Automate the standard path; spend human attention on exceptions only.",
  "data": {
    "lanes": [
      {
        "id": "intake",
        "label": "Intake"
      },
      {
        "id": "engine",
        "label": "Resolution engine",
        "emphasis": "primary"
      },
      {
        "id": "quality",
        "label": "Quality & audit"
      }
    ],
    "activities": [
      {
        "id": "s1",
        "lane_id": "intake",
        "title": "Collect requests",
        "detail": "All channels, one queue"
      },
      {
        "id": "s2",
        "lane_id": "intake",
        "title": "Classify & enrich",
        "detail": "Intent + priority + context"
      },
      {
        "id": "s3",
        "lane_id": "engine",
        "title": "Match playbook",
        "detail": "Known-issue library"
      },
      {
        "id": "s4",
        "lane_id": "engine",
        "title": "Resolve automatically",
        "detail": "No-touch for standard cases",
        "emphasis": "primary"
      },
      {
        "id": "s5",
        "lane_id": "engine",
        "title": "Escalate exceptions",
        "detail": "Human queue with full context"
      },
      {
        "id": "s6",
        "lane_id": "quality",
        "title": "Spot-check outcomes",
        "detail": "Sampled reviews"
      },
      {
        "id": "s7",
        "lane_id": "quality",
        "title": "Score quality weekly",
        "detail": "Accuracy + time-to-resolve"
      }
    ],
    "handoffs": [
      {
        "from": "s7",
        "to": "s4",
        "kind": "feedback",
        "label": "Weekly scores retune the resolver"
      }
    ],
    "callouts": [
      {
        "text": "Every action audit-logged end to end",
        "anchor": "engine"
      }
    ],
    "takeaways": [
      "Standard requests resolve with no human touch",
      "Exceptions escalate with full context attached",
      "Weekly quality scores feed the resolver back"
    ]
  }
}

cURL (REST)

curl -X POST https://api.slideforge.dev/v1/render/intent \
  -H "Authorization: Bearer sf_live_..." \
  -H "Content-Type: application/json" \
  -d '{"form":"swimlane_flow","variant":"sequential_pipeline","headline":"Automation resolves the bulk of requests - quality scoring closes the loop","context":"Service request pipeline - stages by owning team","takeaway":"Automate the standard path; spend human attention on exceptions only.","data":{"lanes":[{"id":"intake","label":"Intake"},{"id":"engine","label":"Resolution engine","emphasis":"primary"},{"id":"quality","label":"Quality & audit"}],"activities":[{"id":"s1","lane_id":"intake","title":"Collect requests","detail":"All channels, one queue"},{"id":"s2","lane_id":"intake","title":"Classify & enrich","detail":"Intent + priority + context"},{"id":"s3","lane_id":"engine","title":"Match playbook","detail":"Known-issue library"},{"id":"s4","lane_id":"engine","title":"Resolve automatically","detail":"No-touch for standard cases","emphasis":"primary"},{"id":"s5","lane_id":"engine","title":"Escalate exceptions","detail":"Human queue with full context"},{"id":"s6","lane_id":"quality","title":"Spot-check outcomes","detail":"Sampled reviews"},{"id":"s7","lane_id":"quality","title":"Score quality weekly","detail":"Accuracy + time-to-resolve"}],"handoffs":[{"from":"s7","to":"s4","kind":"feedback","label":"Weekly scores retune the resolver"}],"callouts":[{"text":"Every action audit-logged end to end","anchor":"engine"}],"takeaways":["Standard requests resolve with no human touch","Exceptions escalate with full context attached","Weekly quality scores feed the resolver back"]}}'

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Frequently asked questions

How do I render the Automation resolves the bulk of requests - quality scoring closes the loop template?

Send a POST to /v1/render/auto with a brief, or call create_slide via MCP with the structured intent shown below. The response includes an editable .pptx, a PDF, and a PNG. $0.05 per slide.

Does an AI write the slide?

No. SlideForge renders deterministically from a structured intent — no LLM draws the slide, so text is never mangled or fabricated. The optional brief path uses a router to pick the pattern, then renders deterministically.

Can I customize the colors and fonts?

Yes. Pass a theme_id to apply a built-in or custom brand theme; the layout stays the same.

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