Don't pitch an AI agent. Show one working
Move beyond presentations and proof-of-concepts: BM Architect enables your teams to design, test, and deploy complete AI workflows with an interactive demo interface, directly from a business use case. Describe the workflow in plain language. Blue Mesh designs, tests and deploys it, and hands stakeholders a working demo.
BM Architect at work
The real BM Architect interface building and deploying a Text Summarizer from a single prompt (1.6x speed).
What BM Architect builds and runs
Build & Manage Workflows
Agents, decisions, loops, and sub-workflows - grounded in your knowledge bases, deployed, updated, or deleted directly on Blue Mesh.
Data & Integrations
Databases, APIs, webhooks, HTTP, file uploads (PDF, CSV, docs), web search, email, and logging - all in one place.
AI Agents & Knowledge
Role-driven agents in leader-and-specialist teams, with knowledge bases they sync, test and search, so answers are grounded and every decision recorded.
Deploy & Operate
API keys, scheduling, monitoring and metrics, with approval before a workflow deploys and again before it acts.
Test & Analyze
Run tests, validate outputs, track success rates and troubleshoot recent runs before the workflow is released to users.
Demo & Showcase
Generate a demo page and test API keys for each workflow, so stakeholders use it rather than hear about it.
Promising AI Ideas Often Never Reach Production
Many AI initiatives stall before delivering business value: long development cycles, limited stakeholder visibility, and delayed validation make it difficult to secure buy-in. Without a working prototype, organizations struggle to evaluate performance, user experience, and business impact until it's too late.
An initiative is approved and a team assigned, and months later there is a deck and no running system.
Weeks pass between a use case being described and anything a stakeholder can click, because every prototype starts from an empty canvas and a developer's queue.
Decisions get taken on slides rather than on a working demo, so buy-in arrives late, requirements keep moving, and the people who will run the workflow never see it until it is built.
From a described use case to a deployed workflow
Maya generates a workflow on the Studio canvas; BM Architect takes the same description through test, deployment, a demo page and test keys. Skip it when you already know precisely what the workflow should do and would rather lay it out by hand, in which case go straight to BM Studio.
Use Case to Demo Builder
Turn a described use case into a working AI workflow with a demo page, so stakeholders test the working thing, not a slide.
Behavioral Memory
Agents retain context across interactions, so a returning user or a repeated task does not start from nothing.
Optimized for Smaller Models
Workflows run on smaller private models served from your own capacity, and a model sized to one task costs less.
Queue and Latency Analytics
Monitor request queues and bottlenecks in real time, catching performance issues before they reach users.
- BM Studio The canvas a generated workflow lands on, where you adjust the agents, tools and logic by hand.
- IT operations and MSPs Routine IT work carried end to end by workflows, with an engineer approving anything consequential.
- Enterprise sales One business use case, quoting, running as a deployed workflow with a reviewer in the loop before a price goes out.
Turn your next use case into a working demo, not a backlog item
Bring one use case described in enough detail to be real. In one session we will have BM Architect design, test and deploy it, and hand your stakeholders the demo page.