Sembly

Sembly AI is an agentic platform for professional services teams that turns meetings, documents, and other background materials into branded proposals, pitch decks, statements of work, and reports. It began as an AI meeting notes product and, with Sembly 3.0 in 2026, moved toward producing client deliverables. Outputs export as editable .pptx or .docx files.

What It Is

Sembly is a web-based AI deliverable production system aimed at consulting, agencies, technology services, advisory, recruitment, and venture teams. Each client gets a dedicated context environment holding identity, project history, reference files, contracts, meetings, and delivery standards, which is reused across engagements.

How the Workflow Works

A user describes the deliverable as a goal statement rather than a chain of prompts. Sembly assembles relevant context from meetings, documents, CRM records, websites, and knowledge bases. Users can control sources, steer structure and emphasis as the document builds, and approve the file before it ships. Brand identity can be derived from the client's website and stored as reusable brand packages.

Deliverable Types

Listed document types include proposals, pitch decks, statements of work, project plans, status reports, QBR decks, creative briefs, and campaign reports. Users can also describe their own document type.

Positioning and Company Background

The vendor's comparison page contrasts Sembly with Claude, Gamma, and Microsoft Copilot, claiming it keeps persistent client context and shared branding across users. These are vendor claims. The about page states that the company was founded by Gil Makleff and Artem Koren, and that the platform holds SOC 2 Type II certification, HIPAA compliance, and Microsoft 365 Certification. It also cites 40+ integrations and 48 languages.