AI API Evaluation, Guardrails and Monitoring
Test every change before it ships. AI API evaluation, guardrails and monitoring blocks unsafe outputs and shows cost and quality drift while it is still small.
Put ChatGPT, Claude, Gemini and your own documents to work with controls around them: secure keys, validated output, human approval and a log of every request. From invoice and contract extraction to RAG search and AI content, each build is made to be checked.
Test every change before it ships. AI API evaluation, guardrails and monitoring blocks unsafe outputs and shows cost and quality drift while it is still small.
Run large jobs through an AI batch processing API: items are queued and tracked, failures retried and checked results delivered to your systems.
AI content generation automation turns briefs into drafts in your voice, checks facts and style, and waits for your approval before anything is published.
Pull parties, dates, amounts and renewal terms out of contracts, with each value linked to its clause and a warning before key dates arrive.
Schedule data pulls, do the sums in code, and get plain-language AI analysis and reports sent to the people who need them.
AI document classification types each file with a confidence score, sends it to the right team and asks a person only when it is unsure.
AI document processing reads PDFs and forms with OCR, checks every field against your rules and writes clean records to your systems.
Find names, IDs and contact details with AI PII detection, mask them by your rules and have a reviewer confirm before the document is shared.
AI email response automation sorts the inbox, drafts replies from approved information and holds each one for your approval before it is sent.
Let a model request actions while your own code checks the arguments and runs them, with approval for risky steps and a full log of tool use.
AI image generation automation turns a brief into on-brand variants in the right sizes and waits for approval before any image goes live.
Read supplier invoices with an AI model, check the arithmetic, match them to orders and catch duplicates before they reach your books.
AI OCR for scanned documents cleans each page, extracts the fields you need and shows where it is unsure, with the original beside the result.
Ask questions of your PDFs in plain words and get answers that cite the page and quote, with a clear refusal when the document is silent.
AI receipt data extraction reads merchant, date, total and tax from photos and PDFs, checks your policy and files the expense.
Get dependable JSON from a model: a defined schema, validated responses, automatic retries and repair, and a review queue for failures.
ChatGPT API integration puts OpenAI models to work inside your tools, with a secure key, a capped cost and every request logged.
Claude API integration turns a good chat result into a repeatable workflow, with system prompts, long-document handling, output checks and a request log.
Gemini API integration matches the model to each task, handles long inputs and files, links to Google Workspace and keeps cost under control.
RAG API and vector search integration finds passages by meaning and returns them with their sources through a simple, permission-aware API.
AI API integration is more than a prompt. These services connect the OpenAI ChatGPT API, the Claude API and the Gemini API to your tools with capped cost, structured JSON output, retries and monitoring, so a good result becomes a repeatable workflow.
Document automation covers PDF extraction, OCR on scanned pages, invoice, receipt and contract data extraction, classification and routing, and PII redaction. Answers cite the page and quote behind them, risky actions wait for approval and nothing is posted on its own. Related searches this hub answers include OCR data extraction, invoice data extraction AI, RAG vector search integration and PII redaction automation.
Hand us the document type or API job, a typical volume per day and who signs off on the output. You get a written scope with one price, agreed before we run anything against live files.