We build self-improving AI agents that get smarter every day.
Agents should not stay static. We build hosted assistants that learn from daily work, improve their skills, and become more useful over time.
A full-stack AI agency, not just a chatbot shop.
We cover the entire pipeline — from selecting the right LLM for your use case to deploying multi-agent systems in production with monitoring, security, and compliance built in.
Self-Improving Agents
Custom agents that learn from daily operations, upgrade their skills, and improve their workflows over time. Production-ready, not demos.
How we buildWorkflow Automation
Cron jobs, webhooks, API integrations. Connect agents to your CRM, email, Slack, databases, and tools.
See examplesCorporate Training
2-5 day onsite or virtual training for enterprise teams. From fundamentals to advanced multi-agent systems.
View curriculumLLM Integration
Connect OpenAI, Anthropic, Google, or local models via Ollama. We help you choose the right model and optimise cost.
Model selectionSecurity & Compliance
Jailbreak detection, prompt injection defence, POPIA/GDPR compliance, audit trails, and safe permissions.
Our approachCloud & Hosting
MComm-hosted agent harnesses for consulting clients. Deploy on VPS, Docker, or hybrid infrastructure with clear operational ownership.
View hosting optionsA proven methodology, not guesswork.
Every engagement follows the same disciplined process. No black boxes, no surprises — you see exactly what we build and why.
Audit your workflows and identify automation opportunities
We start with a 30-minute discovery call to understand your business, current processes, and pain points. We map which workflows are ripe for AI automation and which need human oversight. Output: a written opportunity assessment.
Design the agent system and select the right models
We design the agent architecture: which LLMs to use (cloud vs local), what tools and MCP servers are needed, how agents delegate to each other, and where human-in-the-loop checkpoints go. We benchmark models against your real data using Artificial Analysis.
Build agents, skills, and integrations in iterative sprints
We develop custom Hermes skills, MCP servers, and multi-agent workflows in 1-week sprints. You see progress every Friday. Each sprint delivers a working piece — not a slide deck. Skills are version-controlled, tested, and documented.
Deploy to production with monitoring and free cloud hosting
We deploy your agents on VPS, Docker, or serverless infrastructure — with free cloud hosting resources included. We set up monitoring, logging, alerting, and cost tracking. Your agents go live with production-grade reliability from day one.
Monitor, tune, and hand off with full documentation
We track agent performance, cost per interaction, and success rates. We tune prompts, switch models when better ones launch, and iterate on skills. When you're ready, we hand off everything with documentation, training, and ongoing support.
Two ways to work with us.
Choose consulting when you want MComm Technologies to work with you hands-on. Choose corporate training when your team already has agents and wants practical skills without a consulting retainer.
Business Consulting
Setup, monthly maintenance, consulting hours, ongoing skill upgrades, and an MComm-hosted self-improving agent harness.
View Consulting Prices →Corporate Training
Standalone team training for businesses that already have agents and want to build internal capability.
View Training →Built on open-source, production-proven tools.
We don't lock you into proprietary platforms. Everything we build runs on open-source tools you can inspect, modify, and own.
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Hermes AgentAgent harness · orchestratorThe core framework our agents run on. Open-source, self-hosted, full control. -
MCP ProtocolTool integration -
OllamaLocal models -
OpenRouterMulti-model access -
DockerContainerisation -
TelegramRemote control -
SupabaseDatabase & auth -
ObsidianRAG knowledge
Practical agents for work that already happens every day.
Start with one workflow, prove the value, then let the assistant improve as your team uses it.
FEATURED USE CASE
Sales automation from a business card.
Your salesperson snaps a photo of a business card. The agent reads it, creates or updates the CRM record, researches the prospect, and gives the team useful context before the follow-up.
View More Use Cases →Take a quick snapshot of the business card after a meeting, event, or site visit.
OCR pulls out name, company, job title, phone number, email, website, and notes.
The agent creates the lead, attaches the card image, tags the source, and assigns the next action.
It searches the prospect, company website, LinkedIn-style public signals, and recent news to prepare context.
You get a short sales brief: who they are, what they likely need, and the best follow-up angle.
Inbox triage
Agents classify incoming email, draft replies, flag urgent work, and keep humans in control before anything is sent.
Quote and proposal support
The agent gathers requirements, checks pricing rules, drafts the quote, and reminds the salesperson to follow up.
Customer support assistant
It searches your knowledge base, suggests answers, escalates edge cases, and improves its skills from repeated questions.
Real teams, real production agents.
From fintech to healthcare, our builds ship to production and stay there.
Ready to build your first AI agent?
Book a free 30-minute consultation. We'll map your automation opportunities and recommend the right approach — no commitment required.