Cognitive Workforce
Every problem deserves a specialist, not a generalist. Twelve distinct trades, wired into your operation.
Extract
They pull structured data out of what arrives unstructured. 4Vision Extractor
Agent capable of analyzing images and scanned documents to extract structured information.
PDF, PNG, JPG, WebP · max. 20 MB
Financial Extractor
Agent specialized in extracting structured data (totals, taxes, line items) from invoices and receipts.
PDF, PNG, JPG · max. 20 MB
RAG Extractor
Agent that extracts structured information backed by semantic retrieval over the knowledge vault.
PDF, TXT, CSV, Word · max. 50 MB
Audio Transcriber
Agent that converts voice and audio recordings into structured, processing-ready text.
MP3, WAV, OGG, WebM · max. 25 MB
Classify
They decide what each document is and where it belongs. 2Document Classifier
Agent that analyzes document content and categorizes it according to a predefined taxonomy.
PDF, PNG, JPG, WebP · max. 20 MB
Financial Expense Classifier
Agent specialized in classifying professional expenses with fiscal context (tax region + activity sectors), reasoning deductibility per A/B/C tier.
PDF, PNG, JPG · max. 20 MB
Advise
They reason over regulation: tax, customs. 2Financial Advisor (Agentic)
Agent specialized in financial analysis, capable of executing complex tools and consulting regulations.
Customs Advisor (Agentic)
Agent expert in customs regulations, tariffs, and import/export processes.
Compose
They produce text: documents, translations, dialogue. 3Conversational (Talker)
General-purpose conversational agent capable of maintaining fluid dialogues and using the knowledge vault.
Text Translator
Agent designed to translate texts with high precision while maintaining the original context and tone.
JSON, TXT · max. 10 MB
Document Generator
Agent that drafts complete documents (quotes, reports, drafts) from instructions and business context.
JSON · max. 10 MB
Composition
Specialists do not work alone
A single agent is a demo. What turns the bench into an operation is the infrastructure: you chain them, you trigger them when a document lands, you wake them on a schedule.
Orchestration
You do not pick
You describe the problem and the Meta-Agent routes it to the right specialist. The bench sits behind it; you never have to learn it.
A real chain: from photo to published listing
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Product photo
A photo of a new product arrives by email. Nothing to upload to a dashboard.
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Vision Extractor
Writes the web listing from the image.
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Text Translator
Translates it field by field, structured.
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Validation
It clears the business rules, or a person signs it off. Nothing publishes unvalidated.
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Webhook to your site
The product goes live only once the data checks out.
Isolated vaults
Documents live in a vault per client. Public models are never trained on them.
An email per agent
Every agent has its own address. Forward it a document and it gets to work.
Webhooks, no limit
Inbound and outbound. What an agent produces lands in your ERP, your CRM, or the next agent.
Agents on a schedule
They wake up on their own. Quarter-end does not wait for someone to remember to press a button.
Triggers
A document lands in the vault and the agent starts on its own. Nobody has to remember to kick it off.
This is engineered, not purchased
Every operation has its own documents, its own systems and its own quirks. We design the chain with you before anything is deployed.
Talk to engineering