AI Agent development
Dedicated Agents for knowledge bases, content review, report generation, customer support, and office workflows.
Multi-model accessTool callingPermissionsHuman handoff
SoraStep · Enterprise AI Agents
Build production-ready AI Agents for enterprise workflows.
SoraStep connects AI Agents with business systems and automation flows, turning review, analysis, service, finance, and office work into reliable software capabilities.
SoraStepAgent OS
Sense, reason, execute
AI AgentFrom prototype to production
Full-stackWeb / mini app / app / admin
WorkflowConnected to real operations
Services
From intelligent Agents to complete business systems, designed around real enterprise workflows.
Software engineering
Enterprise management systems, business platforms, data consoles, APIs, and integrations.
Workflow modelingArchitectureData movementIteration
Web development
Websites, web apps, SaaS products, admin panels, and visual workspaces.
Responsive UISEOPerformanceMotion
Mini programs and apps
WeChat mini programs, cross-platform apps, and mobile business systems for multi-device operations.
WeChat ecosystemMobile workflowsNotificationsCross-platform UX
Solution directions
We start with high-frequency, rule-heavy, repetitive work where AI can deliver measurable operational value.
01workflow
Document, asset, and content review
For contracts, images, videos, marketing assets, articles, and user submissions, with classification, risk detection, rule checks, review routing, and audit trails.
02workflow
Data analysis and report generation
Connect operating, sales, project, and management data to clean datasets, identify trends, detect anomalies, and generate reports, dashboards, or slide decks.
03workflow
Intelligent customer service
For presales, aftersales, internal IT service desks, and knowledge-base Q&A with multi-turn conversations, intent detection, ticket routing, and human handoff.
04workflow
Monthly reconciliation and invoice recognition
Use OCR, field extraction, validation, and automated matching to reduce manual entry and surface exceptions earlier.
05workflow
OA office intelligence
Controlled assistants for approvals, meeting notes, policy Q&A, task follow-up, and workflow automation.
How we deliver
An engineering-led path from workflow discovery to continuous iteration.
01
Workflow discovery
02
Agent and system architecture
03
Focused prototype validation
04
Production engineering
05
Feedback, evaluation, and iteration
Engineering confidence
A refined interface only matters when the system has clear data boundaries, permissions, integrations, and observability.
Permissions and audit
System integration
Multi-device experience
Reliable delivery