Weaver is an AI-powered builder where agents are created through chat. Describe what you need, iterate in real-time, and export production-ready open-source code—with MCP connections to your systems built in.
They understand your business process. They know every edge case, every exception, every workaround. They can describe exactly how the work gets done. But they can't code agents.
They can build agents. They understand the frameworks, the APIs, the infrastructure. But they don't understand your business process—and requirements docs lose half the context.
Requirements get written. Context gets lost. Edge cases surface in production. Iteration takes months. The agent that finally ships looks nothing like what the business needed.
Weaver's AI translates natural conversation into production-ready agent code. Your domain experts describe the process. Weaver generates open-source code on Google ADK with MCP connections to your enterprise systems—ready to deploy on Loom.
When we hand over the keys, your team gets Weaver too. Start with us, scale without us.
Weaver is a collaboration layer, not a self-service tool.
Business analysts. Process owners. The people who know how the work actually gets done—the exceptions, the edge cases, the tribal knowledge that never makes it into documentation.
Integration specialists. Security experts. The people who know how to make it production-ready—connecting to legacy systems, handling failures, ensuring governance.
Together, you get agents that work in the real world. Not prototypes that stall when they hit your brownfield.
Self-service sounds good. Enterprise is hard.
From process knowledge to production agent.
Your domain expert describes the process in natural language—the steps, the decisions, the exceptions. Weaver's AI asks clarifying questions, captures business rules, and builds understanding through conversation. No requirements docs. No translation loss.
Weaver translates conversation into open-source agent code on Google ADK. Actions, decision points, error handling—all generated automatically. MCP connections wire up to your enterprise systems (SAP, Salesforce, internal APIs). Sicaya engineers refine for production quality.
Your expert throws edge cases at the agent in the same chat interface. "What if the invoice doesn't match?" "What about partial shipments?" Problems surface in conversation, not production. Iterate until it handles your reality.
Export the finished agent as open-source code—fully yours, fully portable. Deploy directly to your Loom instance with MCP connections already configured. Same infrastructure, same governance, no handoff friction.
Senior AP analyst describes exception logic she'd applied manually for years
Sicaya developers build integrations, configure escalation workflows
Analyst tests against historical exceptions—catches edge cases in development
Agent moves through Shadow → Supervised → Full Autonomy
"I spent an hour describing how I actually process exceptions. Six weeks later, the agent was doing it better than half my team."— Senior AP Analyst, $2B Manufacturing Company
Every month you wait, competitors get closer to automating what you're still doing manually.
Proven agents deploy in days. Procurement, Compliance, Incident Management—already running in production at enterprise companies. Immediate ROI while you plan what's next.
Explore Marketplace →Your process, your edge cases, your competitive advantage. See how we work with your team to build agents that reflect how your business actually operates.
See How We Work →When we hand over the keys, you get it all.
Weaver generates code on Google ADK. Fully open-source. Inspect, modify, extend—no black boxes.
Agents come wired to your systems via Model Context Protocol. SAP, Salesforce, internal APIs—ready to connect.
Deploy to your Loom instance. Your VPC, your governance, your security. No data exodus.
AWS, Azure, GCP, on-prem. The code runs anywhere. No vendor lock-in, fully portable.
Your team gets Weaver to build future agents independently. No recurring fees.
Platform maintenance and support from Sicaya. Your ownership, our backing.
Most agent builders only solve the backend. Weaver generates the entire application stack—production-ready code that you own, extend, and deploy anywhere.
Your agents don't just talk—they build. Standard agents return text. Weaver agents return interactive components.
Weaver generates clean, standard Python code on Google ADK—not proprietary configs that only run on our engine.
The hardest part of building agents is the browser-to-server connection. Weaver handles it automatically via AG UI protocol.
Want to understand the technical architecture behind Weaver?
View Technical Deep-Dive →30-minute architecture review. We'll identify your first agent and map the path to production.
Book a Review →