Multi-modal AI agents that process text, images, documents, audio, and video to automate complex workflows no text-only model can touch.
of enterprise software will be multimodal by 2030, up from less than 10% in 2024. The shift from text-only AI to systems that process images, voice, video, and documents together is not incremental - it's a platform change.
of AI's potential value is concentrated in core business functions - R&D, innovation, and digital marketing - where multi-modal capabilities have the highest impact. Text alone can't process invoices, inspect products, analyze medical images, or review video.
Multi-modal Use Case Design
Input Pipeline Architecture
Model Selection & Orchestration
Agent Logic & Decision Layer
Evaluation & Accuracy Testing
Production Deployment & Monitoring
We sit with you, map your workflows, users, and constraints. You leave with a scoped brief — not a proposal full of assumptions.
System design and UX decisions made before a line of production code.
Sprint-based delivery with demos every cycle and one accountable lead.
Deployment to your infrastructure with docs and a clean handover.
30 days of post-launch stabilization while real usage settles in.
CTOs, Product Leaders, Founders building AI that works beyond text
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Don't see your stack? We've shipped on 15+. Tell us what you use
Docucoder captures the procedure in real time and delivers a ready to review, CPT coded surgical report by the end of the case. No paperwork relay, no lost detail.
A role based ERP that put procurement, inventory, budgets and approvals for a multi site construction firm into one platform, from the C suite to the job site.
A telecom and IT services brokerage was running catalog, orders, and multi party commissions across a generic CRM and a sprawl of Excel. We rebuilt it as a single operational platform with the commission engine at its core.
A high end household and estate staffing agency was running its pipeline across spreadsheets, email, and WhatsApp. We replaced it with a two sided, stage gated platform where each side sees only the view it needs.
Westrow brokers perishable food into every major Canadian retailer. We rebuilt the system that connects their client, their retail customers, and every product spec in between, retiring a legacy database and a wall of spreadsheets for a single source of truth.
Any workflow where the input isn't just text. Invoice processing where the agent reads a scanned PDF, extracts line items, and validates against your database. Quality inspection where it analyzes product images for defects. Customer support where it processes a voice call, understands the complaint, and generates a resolution. Medical intake where it reads lab results, images, and patient notes together. If the human doing this job looks at images, listens to audio, or reads documents - the agent needs multi-modal capabilities too.
Book a 30-minute scoping call. We'll give you honest direction, not a sales deck.
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