Built for production AI pipelines

Real scenarios teams are deploying today

Rynko Flow validates every AI agent output before it reaches production. Rynko Render turns the approved result into a branded document.

Agent submits output

Any agent — MCP, REST, or SDK — posts its payload to a Flow gate endpoint.

Flow validates in milliseconds

Schema + business rules + approval routing. Full audit trail on every run.

Act on the result

PASS → webhook or document. FAIL → caught before production. REVIEW → approver inbox.

Where teams deploy Flow gates

Not demos. Actual validation scenarios running in production AI pipelines.

Most Common
Purchase Order Validation
Stop AI agents from issuing unauthorized POs
Your AI generates purchase orders from procurement requests. Without a gate, a misconfigured agent could issue a $500k PO when your policy caps AI approvals at $10k.

How Flow fixes it

Flow enforces spend limits, required vendor fields, and payment terms. Anything over threshold routes to a human approver before the PO is issued.

Example rules

amount <= 10000vendor in approved_listpayment_terms in [30, 60, 90]
AI Invoice Extraction
Validate extracted invoice data before writing to your ERP
Your LLM extracts fields from supplier invoices. OCR errors and hallucinations silently corrupt records — invoice totals that don't match line items, missing VAT numbers, amounts in the wrong currency.

How Flow fixes it

Flow validates extracted amounts, cross-checks line item totals, enforces required fields, and rejects records that can't be trusted before they hit your ERP.

Example rules

total == sum(line_items)vat_number matches regexcurrency in supported
Contract Review Routing
Route high-value AI-drafted contracts to legal automatically
AI drafts contracts from deal data in seconds. But a contract missing an indemnity clause or an auto-renewal provision that your legal team requires could slip through unnoticed.

How Flow fixes it

Flow checks that required clauses are present, enforces your standard terms, and automatically routes contracts over $50k to your legal team for review before they go to the counterparty.

Example rules

contract_value <= 50000 OR requires_legal_reviewrequired_clauses all present
Patient Intake Processing
Validate AI-processed patient data before it enters clinical systems
AI processes patient intake forms and extracts structured data. Incomplete or incorrect records — missing allergies, wrong dosage units, malformed dates — can reach clinical systems if nothing catches them.

How Flow fixes it

Flow validates required clinical fields, enforces value ranges (dosage, weight, dates), and routes records with critical missing data to a clinical reviewer before intake.

Example rules

dob is valid_dateallergies not empty OR confirmed_noneweight in range(1, 500)
HR Offer Letter Approval
Enforce salary bands and approval chains for AI-generated offers
AI generates offer letters from candidate data and approved salary ranges. A miscalculated bonus, an expired equity grant date, or a salary above band can go out the door if nobody checks.

How Flow fixes it

Flow validates salary against grade bands, enforces required approvals for equity grants, and routes senior hires to HR leadership before letters are sent.

Example rules

salary within band(grade)equity_grant_date > todaysigning_bonus <= max_allowed
Financial Report Compliance
Catch calculation errors and missing disclosures in AI-generated reports
AI assembles financial summaries from raw data. Rounding errors in totals, missing required disclosures, or figures that don't reconcile between sections can reach executives or regulators.

How Flow fixes it

Flow validates balance equations, checks for required disclosure sections, and creates a full audit trail — every report generation is logged with inputs, validation results, and reviewer decisions.

Example rules

assets == liabilities + equityrequired_disclosures all presentdelta_yoy within threshold
Rynko Render — The Natural Next Step

Once Flow validates, generate the document in one more call.

After an approved PO, invoice, or contract passes your gate, trigger Rynko Render to produce a branded PDF or Excel file from the same payload. Visual template designer. No Puppeteer. No ExcelJS.

Explore Render
Flow gate: APPROVED
POST /api/documents/render{ "templateId": "po-template", "data": run.payload }
PDF ready in <1s

Documents your agents generate

After Flow validates the data, Render turns it into a professional document.

Invoices & Receipts

Validated POs and invoices become branded PDF documents in one more API call.

Contracts & Agreements

Approved contracts rendered as PDFs with correct legal formatting, ready to sign.

Compliance Reports

Validated financial data exported as audit-ready Excel reports with formulas intact.

Certificates & HR Documents

Approved offer letters and completion certificates generated at scale.

Flow + Render in two calls

Validate the agent output. Then generate the document. One API for both.

1. Validate with Flow
POST /api/flow/gates/po_gate/run
{
  "vendor": "ACME Corp",
  "amount": 8500,
  "currency": "USD",
  "payment_terms": 60
}

// Response:
{
  "runId": "run_abc123",
  "status": "APPROVED",
  "duration_ms": 14
}
2. Generate with Render
POST /api/documents/render
{
  "templateId": "purchase-order",
  "format": "pdf",
  "data": {
    "vendor": "ACME Corp",
    "amount": 8500,
    "runId": "run_abc123"
  }
}

// Returns: { "url": "https://..." }

Why not just validate in your agent code?

No audit trail

Custom validation leaves no log of what ran, what was rejected, and what decisions were made.

No approval routing

Building a human-review inbox with magic links and email notifications takes weeks.

Flow logs every run

Every submission, result, and reviewer action is recorded. Auditors get a full trail.

Approvals built-in

Reviewers get an email with a magic link. No account needed. Decision recorded automatically.

Add a validation gate in 5 minutes.

Import your Pydantic or Zod schema. Write your rules. Deploy.

No credit card required · 500 free standard runs/month · Cancel anytime