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AI AGENTS / API EXECUTION LAYER

LET AI RUN YOUR
PRINT PRODUCTION

PROMPT.API.PRINT.
Connect AI agents to pricing, validation, and production through PrintPrice OS. From prompt to printed output — fully controlled.

PRICE IT → FIX IT → PRINT IT

PROMPT
AGENT
BUDGET
PREFLIGHT
CONTROL
PRINT

EXECUTION_SEQUENCING

From prompt to production

One request can trigger pricing, validation, routing, and production readiness across the system.

STAGE_01

User prompt

RECEIVED

STAGE_02

AI parses specs

SUCCESS

STAGE_03

Budget estimate

CALCULATED

STAGE_04

Preflight validation

VALIDATED

STAGE_05

Control Plane routing

ROUTED

STAGE_06

Production-ready job

READY

EVERY STEP IS DETERMINISTIC, AUDITABLE, AND POLICY-ENFORCED.

What your agent can do

PrintPrice OS gives AI agents controlled access to real production operations.

Generate exact quotes

Get real production pricing based on specs, quantity, materials, and destination.

POST /v1/budget/estimate

Validate and fix files

Detect print issues, apply automatic fixes, and certify output before production.

POST /v1/preflight/jobs

Create production jobs

Turn estimates and validated files into routed production jobs.

POST /v1/control/jobs

Track execution

Monitor job state, matched partner, and execution progress in real time.

GET /v1/control/jobs/{id}

One call. Full execution flow.

For AI agents, the fastest path is a unified execution endpoint.

POST /v1/agents/executejson
{
  "intent": "price_validate_route",
  "input": {
    "specs": {
      "product_type": "book",
      "quantity": 2000,
      "binding": "hardcover"
    },
    "file_url": "https://storage.example.com/files/book.pdf",
    "delivery_country": "DE"
  },
  "options": {
    "auto_fix": true,
    "auto_route": true,
    "profiles": ["book_interior_standard", "book_cover_standard"]
  },
  "agent": {
    "name": "publishing_assistant",
    "session_id": "sess_123",
    "user_type": "publisher"
  }
}
Responsejson
{
  "execution_id": "agt_01JX8S...",
  "status": "running",
  "steps": [
    { "name": "budget_estimate", "status": "completed" },
    { "name": "preflight_validation", "status": "completed" },
    { "name": "production_routing", "status": "running" }
  ],
  "trace_id": "trc_d9f0..."
}

ONE EXECUTION ID.
FULL SYSTEM ORCHESTRATION.

Use the full flow or call each layer directly

Budget API

Calculate real production cost from structured specs.

POST /v1/budget/estimatejson
{
  "job_name": "Hardcover Book 2000 copies",
  "product_type": "book",
  "quantity": 2000,
  "binding": "hardcover",
  "delivery_country": "DE"
}
Responsejson
{
  "estimate_id": "est_01JX8P...",
  "status": "calculated",
  "currency": "EUR",
  "total_cost": 9870.00,
  "lead_time_days": 12
}

Preflight API

Validate and auto-fix print files before production.

POST /v1/preflight/jobsjson
{
  "file_url": "https://storage.example.com/files/book.pdf",
  "profile": "book_interior_standard",
  "auto_fix": true,
  "return_artifacts": true
}
Responsejson
{
  "job_id": "pfj_01JX8Q...",
  "status": "queued",
  "profile": "book_interior_standard",
  "auto_fix": true
}

Why this works in the real world

AI can trigger execution, but the OS controls the outcome.

Real pricing

Not generated guesses. Real production logic.

Validation enforced

Files are checked and corrected before production.

Routing controlled

Jobs are routed through system rules, not freeform automation.

Audit logged

Every action generates a traceable system record.

POLICY

ENFORCED

AUDIT

LOGGED

STATE

CONSISTENT

ROUTING

ACTIVE

FORENSIC_VISIBILITY

Every execution has a trace

AI actions are visible, reviewable, and governed. Nothing happens without a record.

GET /v1/audit/trace/{trace_id}

System Audit Tracejson
{
  "trace_id": "trc_d9f0...",
  "status": "consistent",
  "events": [
    {
      "service": "budget",
      "action": "estimate_calculated",
      "timestamp": "2026-03-24T10:10:22Z"
    },
    {
      "service": "preflight",
      "action": "issues_fixed",
      "timestamp": "2026-03-24T10:11:02Z"
    },
    {
      "service": "control",
      "action": "partner_routed",
      "timestamp": "2026-03-24T10:11:44Z"
    }
  ],
  "policy_state": "enforced",
  "audit_state": "logged"
}

ECOSYSTEM_NODES

What teams are building

AI Publishing Assistants

Automating the design-to-delivery pipeline for independent publishers.

Print Procurement Agents

Real-time selection and routing for high-volume enterprise production.

Autonomous Prepress Pipelines

Fixing and preparing thousands of files per hour without manual touchpoints.

ERP / MIS Automation Layers

Integrating legacy systems with current production capacity via intelligent bridges.

ACTIVATE AGENTIC PRODUCTION

Your AI can now operate in the real world

Pricing, validation, and production — through one execution layer. Join the companies building the future of manufacturing.

NODES AVAILABLE: 1,280REGION: GLOBAL EDGE
DETERMINISTIC EXECUTION. REAL PRODUCTION OUTCOMES.