Multimodal

What is Multimodal?

Multimodal is an AI company that builds agentic and document-processing products for financial services, mainly banks and credit unions. Its platform covers Unstructured AI, Document AI, Decision AI, Database AI, Conversational AI and Report AI. AgentFlow is its agentic platform, with six specialized agents and more than 100 playbooks for lending, operations and BSA/AML work. Playbooks are configured to an institution's policies and risk thresholds, and each output carries an audit trail showing which documents, data and policy led to a conclusion. Unstructured AI is an extraction layer with a serverless API that turns PDFs, images, emails, spreadsheets and other files into structured JSON for retrieval-augmented generation. Vendor-stated timing is about four to six weeks for a pilot and around three months for a complete solution. Unstructured AI is priced at $10 per 1000 pages processed, and the company says costs vary, so book a demo for a quote.

Use cases

• Extract data from loan applications and claims
• Prepare credit memos with an audit trail
• Support BSA/AML due diligence
• Convert unstructured files for RAG pipelines
• Answer client and employee questions from documents
• Generate reports from institutional data

Who it's for

• Credit unions
• Banks
• Lending operations teams
• Compliance teams
• Data engineers

Why use Multimodal

• Playbooks are configured to your institution's credit policies and compliance requirements.
• Every output includes an audit trail so examiners can trace a decision back to its sources.
• Handles many document formats, including scanned files, tax returns and appraisals.
• Unstructured AI prepares messy files for RAG and downstream GenAI applications.
• Managed platform that keeps each customer's data separate by account, with a private cloud deployment that can be scoped.

Multimodal features

• AgentFlow with six specialized agents
• 100+ playbooks for lending, operations and BSA/AML
• Audit trail linking outputs to source documents and policies
• Document AI trained on your schema
• Unstructured AI with intelligent chunking
• Table extraction and chart processing
• Serverless API handling 20+ file types
• Decision, Database, Conversational and Report AI products

How to get started with Multimodal

1. Book a demo or proof of concept and share a sample of your documents and policies.
2. Multimodal configures agents and playbooks to your credit policies, schemas and risk thresholds.
3. Documents are processed and structured, and agents apply your policies to produce output with an audit trail.
4. Your team reviews results and connects the structured data to downstream applications through the API.

Multimodal limitations

• Aimed at financial institutions rather than general business users
• Custom pilots take about 4-6 weeks and full solutions about 3 months
• Pricing beyond the Unstructured AI per-page rate is quoted on request

Multimodal pricing

Multimodal is sold on custom quotes, so its prices aren't published. Paid plans start at $10 usage-based, according to the official pricing page on 24 Oct 2026.

Multimodal plans

• Unstructured AI

  $10 per 1000 pages processed

  usage-based; cost can differ by needs

  • Serverless API
  • 20+ document types
  • Chunking, table extraction and chart processing

Plans as listed on the official pricing page on 24 Oct 2026. Prices can change and may vary by country or exclude tax. Check the official pricing page.

Multimodal alternatives

The main Multimodal alternatives listed on Debuly are Unstructured, Rossum, NIKTA AI, Orkas, Dravita AutoSemantica and Flowable. The table compares pricing and platforms; order is A–Z.

1. 

   Dravita AutoSemantica

   Enterprise AI platform that links company data into a governed knowledge layer for explainable, auditable AI agents.

   Automation and agentsResearch and search
   Contact salesVisit Dravita AutoSemantica (official site)
2. 

   Flowable

   Process, case and decision automation platform with governed AI agents, available as open source or an enterprise product.

   Automation and agentsDeveloper platforms
   Contact salesVisit Flowable (official site)
3. 

   NIKTA AI

   Russian AI company that builds AI agents and a GRAPH platform to automate business processes, with ruble pricing.

   Automation and agentsDeveloper platformsProductivity
   Contact salesVisit NIKTA AI (official site)
4. 

   Orkas

   Open-source, local-first desktop app where a Commander agent turns goals into to-dos and coordinates a team of AI agents.

   Automation and agentsProductivityChat assistants
   FreemiumVisit Orkas (official site)
5. 

   Rossum

   Document automation platform that pulls data from invoices and other business documents, with human review for exceptions.

   Automation and agentsDeveloper platformsProductivity
   PaidVisit Rossum (official site)
6. 

   Unstructured

   Turns PDFs, Office files, emails and images into clean, chunked, embedded data that is ready for LLM and RAG pipelines.

   Developer platformsAutomation and agentsProductivity
   FreemiumVisit Unstructured (official site)

Multimodal FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from multimodal.dev · fetched 24 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
• Cover: none collected yet, so a generated tile is shown.

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