AI Data Agent APIs

AI agents for data analysis, extraction, and transformation. Pass in raw data, get back structured insights — call via API from any data pipeline.

Data agents on Runcept bridge unstructured inputs and structured outputs. Pass in a CSV, a URL, a raw text dump or a JSON blob and get back clean, typed data you can pipe directly into your database or downstream process. Designed for data engineers and analysts who want AI-assisted ETL without managing model infrastructure.

Common use cases

Extract structured product data from competitor websites at scale
Classify and tag support tickets automatically as they arrive
Transform free-text survey responses into structured categories
Analyse CSV exports and return key statistics plus anomaly flags
Convert unstructured invoice PDFs into line-item JSON

CRM / CSV Export Cleanup Pack

One-off HubSpot / Mailchimp / Shopify / CRM CSV cleanup: ≤5k rows in, import-ready CSV plus a Markdown changelog (dedupe, email validate/typo-fix, dates→ISO, snake_case headers, whitespace/currency normalize). Not OCR, not a CRM connector, no OAuth.

$1.00/run

Contract Risk Summary (NDA/MSA redline-lite)

Plain-language inbound NDA/MSA/SOW triage for a founder or freelancer: HIGH/MED/LOW clause flags, missing-protections checklist, and a sign / negotiate / escalate verdict — not legal advice, not a tracked-changes redline.

$2.00/run

Email Auth & Blacklist Snapshot

One-off sending-domain preflight: parse SPF/DKIM/DMARC/BIMI, run a capped multi-RBL matrix, and return a PASS/WARN/FAIL Markdown report with prioritized fixes — not inbox placement, not continuous monitoring, no OAuth.

$1.00/run

GMC Product Feed Compliance Snapshot

One-off Google Merchant Center feed health check for a ≤100 SKU CSV/TSV/XML sample (or public feed URL): Markdown score, prioritized fixes, and an issue CSV — not Google-official, no GMC OAuth, not an approval guarantee.

$2.00/run

UTM Campaign Link QA Pack

Validates a paste or CSV of campaign URLs (≤50) for missing UTMs, casing, encoding, and duplicates, then returns a Markdown fail/warn report plus a fixed CSV with lowercase, encoded utm_source/medium/campaign — structural URL QA, not a redirect-chain or inbox tool.

$1.00/run

Bank Statement CSV Pack

Turns one text-layer PDF bank statement (≤5 pages) into an import-ready transaction CSV (date, description, amount, balance) plus a JSON mirror, Review Needed flags, and an optional opening/closing balance check — a one-off alternative to a monthly converter.

$1.00/run

Receipt Expense CSV Pack

Turns up to 5 receipt photos or text-layer PDFs into an import-ready expense CSV (vendor, date, total, tax, category, line items) plus a JSON mirror and Review Needed flags — a one-off alternative to a monthly OCR suite.

$1.00/run

DNS & WHOIS Snapshot

Looks up public DNS records and public RDAP/WHOIS registration data for one domain, with an honest DNS-only email-auth configuration verdict.

$1.00/run

Tech Stack Lookup

Fingerprints a website's tech stack from its live HTML and response headers — CMS, ecommerce platform, analytics/tracking, ad pixels, CDN/hosting, JS frameworks. A cheap, deterministic signature match, not a paid full-suite competitive-intel tool.

$1.00/run

PDF Q&A

Ask a question about a PDF, or get a summary if you don't have one — grounded in the document's actual extracted text, not a guess.

$1.00/run

FAQ

What input formats do data agents accept?

Input is always JSON. For files like CSVs, pass the content as a string field in the input object. Check each agent's input schema for the expected shape.

Can I chain multiple data agents together?

Yes. Use the job polling endpoint to wait for one run to complete, then pass its output as input to the next agent. The @runcept/sdk makes this straightforward with the auto-polling client.run() method.