AI Agents,
built around your workflow.
AI Agents aren't something you buy off a shelf. To deliver real value they need to connect to your workflows, knowledge, data, existing systems and the way people actually work — with testing, approval gates, monitoring and continuous improvement. That's engineering. EvoMesh delivers the whole chain, from workflow discovery to live operations.
From discovery to continuous improvement
AI Agent projects are engineering work, not magic. We break them into five modules that can be combined based on what you actually need.
AI Workflow Discovery
We map people, tasks, data, rules, exceptions and priorities to find the highest-value first automation opportunity and assess feasibility & risk.
- As-is workflow maps & pain-point inventory
- Data source & system inventory
- Prioritisation, ROI and risk recommendations
Bespoke Agent Design
We design single-agent or multi-agent workflows around your business context, roles, permissions and operating steps — including human handoff points.
- Agent roles & prompting strategy
- Approval gates & human review points
- User journeys & interface prototypes
Knowledge & Data Connection
We organise approved documents, SOPs, FAQs, product and operational data into traceable knowledge sources for agents, with update & permission workflows.
- Data inventory & knowledge architecture
- RAG retrieval with source citations
- Access controls and update processes
Systems & Channel Integration
We connect CRM, ERP, forms, email, websites and internal tools via APIs, webhooks, databases or middleware, so data flows end-to-end.
- Integration design & interface specs
- Event flows & error handling
- Multi-channel delivery (Web / WhatsApp / Email)
Operational Governance & Continuous Improvement
We put in place testing, human review, logging, monitoring, feedback and version-improvement practices so agents can safely enter daily operations and keep getting better as your business evolves.
- Test plans & scenario library
- Monitoring metrics & alerts
- Runbooks & training
- Monthly reviews & iterations
AI Applications Built on the HiveCode Platform
HiveCode is more than a platform — it powers purpose-built HiveApps for specific operational scenarios. Every app is built on the same AI Agent foundation, delivered or customised as a project.
HiveWatch
Centralised visibility into agent and service signals, anomalies and follow-ups — so teams stay on top of issues and keep a clear record.
- Multi-source signal aggregation & prioritisation
- Anomaly detection & auto-follow-ups
- Team collaboration & audit trail
HiveWork
Enterprise-grade workflows, task context and internal knowledge streaming — so teams find answers faster and move work forward.
- Internal knowledge retrieval & Q&A
- Auto-triage & task routing
- Cross-system workflow integration
HiveSite
Bilingual websites, form flows, content management and AI-assisted workflows — from corporate sites to landing pages, delivered end-to-end.
- Bilingual SEO & information architecture
- AI forms, lead routing & replies
- e.g. hivecode.cc, evomesh.com.hk
HiveShop Assistants
AI applications for product content, data operations, merchandising workflows and customer support assistance.
- AI product description & content generation
- First-response customer support automation
- Order & inventory workflow assistance
HiveBiz
Integrate existing processes, internal knowledge and designated systems into governed AI workflows — delivered as custom projects.
- System & data source integration
- Process automation with approval gates
- Access control, audit & governance
HiveAssistant
AI-assisted solutions for forms, documents, approvals and project collaboration workflows — faster processing with higher accuracy.
- Document archiving & data extraction
- Approval process automation
- Project collaboration & tracking
All HiveApps run on the HiveCode AI Agent Platform and are designed, integrated and delivered by EvoMesh.
AI Agents typically help when…
- Repetitive document handling, triage or replies eat into team time
- Data is manually copied between multiple systems
- Quoting, follow-ups and first-line replies need standardising at scale
- Knowledge is scattered across SOPs, chats, Excels and SharePoint
- You need workflow monitoring, exception alerts or recurring operational reports
- You want to validate a new business/product idea as an MVP in days
Why EvoMesh?
- A real engineering team: we aren't consultants — we write code, build systems and integrate APIs ourselves.
- Our own platform: HiveCode is our in-house AI Agent platform; we don't outsource the core engine.
- Patent-backed: 5 core technologies (HiveSense / HiveMemory / HiveSkills / HiveTools / HiveApps) with US provisional patents.
- Proven delivery: LokSum, hkcn2, BayBite, EZJOB and RichView — real production systems, not slide decks.
- Human-in-the-loop: agents handle repetition; people handle judgment, with approval gates and monitoring built in.
An AI Agent is NOT…
❌ Just a chatbot
A chatbot is just a UI. Real agents connect to data and systems, carry permissions, have memory and follow workflows.
❌ A model subscription
A ChatGPT/Copilot subscription gives you a hammer. How you build it into your process is a separate problem.
❌ A replacement for your team
We design for "agents do repetition; people do judgment", with approvals and monitoring — not reckless full automation.
Have a workflow you want to improve?
Book a free 30-minute call. Tell us the pain point, and we'll help you decide whether an AI Agent is the right first step — and where to start.
Book a workflow consultation