Jigsawstack
for LuumenAI
Small AI models for text and image checks, with prompts you create on approval
Connect JigsawStack and Luumen can run the small models your team already leans on: classify text and images against your own labels, read sentiment, pull data out of screenshots with vision OCR, check spelling, spam and profanity, and forecast time series. Creating a reusable prompt, cloning a voice or generating an image is a separate, previewed step.
The Jigsawstack toolbox
23 tools: 20 read, 3 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadCheck Image for NSFW ContentDetect NSFW content in images.
- ReadCheck ProfanityCheck text for profanity and inappropriate language.
- ReadCheck SpamPerform spam check analysis on text.
- ReadCheck SpellingCheck and correct spelling errors in text.
- ReadClassify ContentClassify text and image datasets using custom labels.
- ReadConvert HTML to Image or PDFConvert HTML to images (PNG/JPEG/WEBP) or PDF, or capture website screenshots.
- ReadCreate Embedding V2Generate enhanced vector embeddings with speaker fingerprint support using the v2 model.
- ReadCreate PredictionForecast time series data using AI-powered prediction.
- ReadDetect Objects in ImageRecognize and identify objects within an image using computer vision AI.
- ReadExtract Data with Vision OCRRecognize, describe and retrieve data within images with great accuracy using Vision OCR.
- ReadGet Search SuggestionsGet real-time search suggestions for a given query.
- ReadGet SentimentRetrieve sentiment analysis via GET request.
- ReadList PromptsList all prompts stored in the Prompt Engine.
- ReadRun Prompt By IDExecute a stored prompt using its prompt engine ID.
- ReadScrape WebsiteScrape any website and extract structured data using AI-powered element prompts or CSS selectors.
- ReadSentiment AnalysisAnalyze text sentiment.
- ReadSummarize TextGenerate concise, intelligent summaries of text or documents with AI.
- ReadText to SpeechConvert text to natural-sounding speech.
- ReadTranslate TextTranslate text from one language to another.
- ReadWeb SearchPerform AI-powered web search with AI overview and geo-aware results.
- WriteCreate PromptCreate a new prompt in the Prompt Engine for reusable LLM interactions. Approval by default
- WriteCreate Voice CloneCreate a cloned voice for text-to-speech synthesis. Approval by default
- WriteGenerate Image from PromptGenerate images from text prompts. Approval by default
One prompt, start to finish
What a governed Jigsawstack run looks like inside Luumen.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
Read actions answer immediately. Anything that writes — create prompt, create voice clone, generate image from prompt — is shown as a plan and requires approval by default. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Every call to Jigsawstack — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
Adobe Marketing Agent MCPAdobe Experience Platform context, sandbox switches, and async task status
AffindaRead parsed documents, collections, and annotations — change them with approval
Agent MailGive the agent its own mailbox for reading threads and sending updates
AI/ML APIInspect assistants, threads, and runs — and change them as approved stepsPut Jigsawstack to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.