AI Agent Development
Purpose-built AI agents that plan, reason, and execute complex workflows. Domain-aware, integrated with your systems, and designed to deliver measurable ROI.
Beyond Basic AI
Most businesses have experimented with chatbots. Few have unlocked the real power of autonomous AI agents.
Shallow Integrations
Generic AI tools sit on top of your business without truly understanding your domain, processes, or data.
Constant Supervision
Off-the-shelf assistants need a human in the loop for every step, capping the real productivity gains.
No Execution
Most AI generates suggestions but cannot reach into your systems and actually complete the work.
Agents That Actually Work for You
I'm Matt Ferrante, a software engineer with over fifteen years of experience designing intelligent systems. I build autonomous AI agents that understand your domain, integrate with your stack, and execute end-to-end with minimal supervision.
What Makes These Agents Different
Six capabilities that separate purpose-built agents from generic AI.
Autonomous Planning
Agents that break down complex tasks, plan their approach, and execute with minimal supervision.
Domain Knowledge
Custom knowledge bases so your AI understands your industry, customers, and business deeply.
Multi-Tool Orchestration
Agents that fluently use multiple tools and APIs together to accomplish complex workflows.
Adaptive Learning
Solutions that improve over time by learning from interactions, feedback, and outcomes.
System Integration
Agents that connect directly into your existing software ecosystem rather than sitting beside it.
Human-AI Collaboration
Balanced workflows where humans and AI each handle what they do best, with clear handoffs.
Agents That Get Smarter Over Time
Your agents are not frozen at launch. They build persistent memory, learn from every interaction, and continuously improve the way they work with your team.
Persistent Memory
Agents remember context across sessions—customers, past decisions, preferences, and prior work—so they get more useful the longer they run.
Continuous Learning
Feedback loops capture what worked and what didn't, so prompts, tools, and workflows are refined based on real outcomes—not guesswork.
Model Upgrades Included
As foundation models improve, your agents get upgraded automatically. You stay on the frontier without managing migrations yourself.
Where Agents Are Already Winning
Real workflows we've built or are actively building for businesses like yours.
Customer Support Triage
Agents that read inbound tickets, pull customer history, draft responses, and escalate the right issues to humans.
Sales Research & Outreach
Account research, lead enrichment, and personalized outbound drafts—done at a scale a human team can't match.
Internal Knowledge Q&A
Domain-aware agents that answer questions from your docs, wikis, CRM, and data warehouse—accurately and with sources.
Ops & Reporting
Agents that pull data from multiple systems, run analyses, and deliver weekly reports without anyone touching a spreadsheet.
Content & SEO Workflows
Research, outlining, drafting, editing, and publishing pipelines—coordinated by agents with editorial guardrails built in.
Back-Office Automation
Invoice processing, reconciliations, vendor follow-ups, onboarding—the repetitive work that drains your team's time.
Plugs Into Your Stack
Your agents read, write, and act through the tools your team already uses. No rip-and-replace.
Slack & Teams
Chat-driven agents your team can talk to in the channels they live in.
Email & Calendar
Gmail, Outlook, and Google/Microsoft calendars for inbox and scheduling agents.
CRMs
Salesforce, HubSpot, Pipedrive, Attio—agents that update records and surface insights.
Support Tools
Zendesk, Intercom, Front, Help Scout for ticket triage and reply drafting.
Databases & Warehouses
Postgres, MySQL, BigQuery, Snowflake, Redshift—agents that query your data safely.
Cloud Storage
Google Drive, Dropbox, S3, Notion—agents that read, write, and organize your docs.
Dev & PM Tools
GitHub, Jira, Linear, Asana—agents that move work through your engineering and ops pipelines.
Custom APIs & MCP
Any REST/GraphQL API, plus Model Context Protocol servers for proprietary internal systems.
Don't see your stack? If it has an API, your agent can use it. We build custom integrations as part of every engagement.
The Development Process
A clear path from discovery to a production-ready autonomous system.
Discovery & Domain Modeling
Deep dive into your business processes, data, and the knowledge domain the agent needs to operate in.
Agent Architecture Design
Designing the optimal structure for your autonomous system—reasoning, memory, tools, and guardrails.
Knowledge Integration
Building comprehensive, well-structured knowledge bases specific to your domain and workflows.
Tool & API Integration
Connecting your agent to the internal systems, APIs, and tools it needs to actually execute work.
Deployment & Optimization
Rolling the agent into production and refining its performance based on real-world usage and outcomes.
Your $20 Strategy Session
A focused consultation to map out where AI agents can transform your business. The fee is applied toward your implementation when you move forward.
During the Session
- Analyze your current operations and identify ideal agent implementation opportunities.
- Explore how domain-specific knowledge can be integrated into your AI systems.
- Map potential agent workflows and integration points within your business.
Within One Week
- Custom agent architecture recommendations for your specific needs.
- Knowledge integration strategy for your business domain.
- Implementation roadmap with clear milestones and deliverables.
- Pricing options tailored to your budget and requirements.
Two Ways to Work Together
After the strategy session, pick the engagement model that fits your business. Both come with the same quality of agent design and integration work.
You Host It
Project-based engagement, priced after the strategy session.
I design, build, and deliver your agents. You take ownership of the code and host it on your own infrastructure. Great for teams that want full control and already have the engineering capacity to operate AI systems.
- Full code ownership and IP transfer.
- Deployed to your cloud accounts (AWS, GCP, Azure, etc.).
- Documentation and runbooks so your team can operate independently.
- Optional retainer for ongoing improvements and support.
I Host It
Everything included. No tokens, no infra, no headaches.
I build, host, and continuously improve your agents. You just use them. Perfect for businesses that want the outcomes without operating an AI platform internally.
- Unlimited agents—build as many as your business needs.
- Unlimited usage—no token metering or overage bills.
- Continuous updates & improvements—new capabilities, smarter prompts, model upgrades.
- Fully hosted—I handle infra, monitoring, uptime, and scale.
- No maintenance burden—your team uses the agents; I keep them running.
Why Now
The AI agent revolution is happening right now. While others are still experimenting with basic chatbots, forward-thinking businesses are deploying autonomous agents that handle complex workflows end-to-end.
Being early matters. The teams building agent expertise today will compound that advantage for years.
Why the ROI
Well-designed AI agents replace processes that previously required multiple human touchpoints. Businesses are seeing returns in weeks, not months.
Your custom agents become long-term assets that continuously deliver value—not one-off projects.
Ready to Build Your Agent?
Book your $20 strategy session and let's map out where autonomous agents can transform your business.
Book an Agent Strategy Session