Every format your business runs on — images, audio, video, documents — unified into a single model that reasons across all of it at once. No brittle pipelines. No stitching tools.
Most automation still assumes information arrives as clean text. Reality arrives as screenshots, scanned PDFs, phone calls, security footage, and photos — forcing it all through single-channel pipelines creates constant friction.
Text extraction from images and PDFs breaks constantly, requiring constant manual correction and re-processing.
Converting audio to text, images to descriptions loses critical context and meaning along the way.
Different modalities require different tools, different teams, and endless manual handoffs that slow everything down.
multimodal.ms treats text, images, audio, and video not as separate problems — but as a single stream of meaning a model reasons over together.
Combine text, images, audio, and video in a single request. The model reasons across all of it together — no preprocessing, no format wrangling, no stitching tools.
Extract real meaning from screenshots, diagrams, charts, and scans — far beyond OCR. Understand layout, spatial relationships, and visual structure natively.
Transcribe and genuinely understand spoken content — capturing tone, intent, and meaning, not just the words. Audio as a first-class input.
Analyze video frames and sequences over time. Understand what changes, what matters, and what happened — in surveillance, inspection, or recorded meetings.
Every capability you need to build AI that works with the world as it actually is — not just text.
Understand layout, tables, and figures in complex documents. Extraction that respects structure — far beyond OCR or plain text parsing.
Find what you need whether it lives in text, an image, or a recording. Unified semantic search across every modality your organization stores.
Answer questions about images for support, inspection, and compliance use cases. Point at a photo, ask a question, get a grounded answer — instantly.
Describe images and caption audio automatically, for every user. Build inclusive products without building separate accessibility pipelines.
Stream results for responsive, live experiences. Process audio and video as they arrive — don't wait for a file to finish before generating insight.
Sensitive media — photos, call recordings, documents — handled with appropriate protection. Encryption in transit and at rest, configurable retention.
Send any mix of inputs. Get a unified result. Build once, scale everywhere.
Send a scanned form, PDF, or image of a document. The model understands layout, reads tables, interprets charts, and extracts structured data — without fragile OCR rules.
Upload a recorded call or meeting. The model transcribes, understands context, and extracts decisions, action items, and sentiment — all in one pass.
Technicians submit photos from the field. The model analyzes damage, assesses condition, generates structured reports — with structured output your systems can act on.
Query across your entire media archive — documents, recordings, images — using natural language. The model retrieves the most relevant content regardless of what format it's in.
| Capability | multimodal.ms | OCR Tool | ASR Tool | Vision API |
|---|---|---|---|---|
| Image + Text Together | ✓ Native | ✗ | ✗ | Partial |
| Audio + Image Correlation | ✓ Native | ✗ | Text only | ✗ |
| Structured Output | ✓ JSON | Limited | Limited | Limited |
| Understands Layout | ✓ | Partial | ✗ | ✗ |
| Single API Surface | ✓ | ✗ | ✗ | ✗ |
| Real-Time Streaming | ✓ | ✗ | Partial | ✗ |
Book a demo. We walk through your specific media types and use case in a live session.
Receive credentials, SDK access, and documentation for your chosen modalities.
POST any combination of inputs to /v1/complete. Get structured results in milliseconds.
Enterprise SLA, VPC deployment, and dedicated support for high-volume workloads.
Ingest photos, call recordings, and scanned forms together. Automatically extract facts, flag inconsistencies, and generate structured reports — without a five-tool pipeline.
Record calls and meetings. Get transcripts, action items, decisions, and sentiment analysis — all in one pass. Search three years of meetings like a database.
Field technicians photograph damage and submit images. Get a structured assessment report in under a minute — not 3 days.
Auto-describe images, caption audio, and transcribe video for every user. Build inclusive products without building separate accessibility toolchains.
Photos, recordings, and documents carry real risk. multimodal.ms is built to handle sensitive media with appropriate protections at every layer.
Independently audited controls for media storage, access, and processing — covering confidentiality and availability.
All media encrypted in transit (TLS 1.3) and at rest (AES-256). No plaintext storage at any layer.
Define how long media is retained — or require immediate deletion after processing. Your data, your rules.
Self-hosted and single-tenant options keep sensitive media entirely within your network perimeter.
Fine-grained access control for who may submit, view, or retain media. Every API call logged and traceable.
Enterprise availability with redundant infrastructure and 24/7 monitoring across all processing pipelines.
We replaced a five-tool pipeline — OCR, NLP parser, manual review, ticketing, and a custom classifier — with a single multimodal.ms API call. Our document processing time dropped from 4 hours to under 30 seconds.
Our field technicians used to photograph damage and wait 3 days for an assessment. Now they get a structured report in under a minute. The speed change alone justified the switch — the accuracy improvement was a bonus.
We search three years of recorded meetings like a database now. Every decision, every commitment, every context — findable in seconds. It fundamentally changed how our leadership team operates.
The information that runs your business has always been multimodal. Only your tools were single-channel. That changes now.
See multimodal.ms handle your actual content — images, audio, documents — in a live walkthrough.