From discovery to
deployed agents.
A proven methodology that starts with deeply understanding your business and ends with AI agents operating autonomously across your organization. Every phase delivers standalone value.
Discovery & Process Documentation
This is the foundation. I embed with your team — shadowing workflows, interviewing stakeholders, and mapping every business process end to end. Where documentation doesn't exist, I create it. Where it's outdated, I rebuild it.
The output is a comprehensive Business Continuity & Onboarding Playbook — detailed workflow documentation and SOPs covering your entire operation. Think of it this way: we approach AI deployment the same way you'd onboard your best new employee. Before they can do the work, they need to understand every process. This playbook is how your AI agents get trained.
This deliverable has immediate value beyond automation. It's the kind of documentation that makes your business more resilient, your onboarding faster, and your institutional knowledge permanent.
What gets documented:
- Customer acquisition and lead management workflows
- Marketing campaigns, content pipelines, and distribution channels
- Sales processes from first touch through close
- Customer onboarding and success playbooks
- Support and service ticket lifecycles
- Financial operations — invoicing, reconciliation, reporting
- HR and employee lifecycle processes
- Vendor and procurement workflows
- Compliance, audit, and regulatory processes
- Internal communication and approval chains
Automation Opportunity Report
With every process mapped, I produce a comprehensive report identifying every viable automation opportunity across your organization. Each opportunity is evaluated and ranked along multiple dimensions so your team can make informed decisions about where to invest.
Each opportunity is scored on:
Business Value
Revenue impact, cost savings, and time reclaimed
Implementation Complexity
Technical difficulty, integration requirements, and timeline
Risk & Dependencies
What could go wrong and what needs to be in place first
Quick Win Potential
Can this be deployed fast to build momentum and prove value
This report is yours to keep. Your team can take it and execute independently, bring in another vendor, or move to the next phase with me. There's no lock-in — the report stands on its own.
Implementation
We align on the first 3–5 automations to deploy. The implementation approach is fully customizable based on your team's capabilities, existing infrastructure, security requirements, and budget.
Implementation options:
- Off-the-shelf SaaS — leverage existing platforms like Zapier, Make, or n8n for straightforward workflows
- Leading AI providers — integrate models from OpenAI, Anthropic, Google, or open-source alternatives
- Hosted or on-premise — cloud-native for speed, self-hosted for compliance and data sovereignty
- Open source stack — full transparency, no vendor lock-in, complete ownership
- Custom agentic platform — a purpose-built automation system designed and owned entirely by your organization
I've built agent platforms from scratch and I've wired together SaaS tools in an afternoon. The right approach depends on your business, and I'll recommend honestly — including when the simpler option is the better one.
Monitoring, Validation & Handoff
Deploying an automation isn't the finish line. Once agents are live, we enter a monitoring phase where we validate performance against the success metrics defined in the automation report. We dig into the data to ensure every automation is delivering the value we projected.
This phase includes:
- Performance dashboards and success metric tracking
- Iterative tuning and optimization based on real-world results
- Edge case identification and handling
- Full knowledge transfer to your team
- Documentation of the agentic platform architecture and operations
- Training sessions to ensure your team can manage and extend the system
The goal is full independence. When the engagement ends, your team owns and operates everything. No ongoing dependency on me to keep the lights on.
Ongoing support available
If you'd prefer continued partnership, maintenance and optimization retainers are available for teams that want ongoing expert oversight.
Simple next steps.
Every engagement starts with a conversation. No pitch deck. No hard sell.
Discovery call
30-minute conversation about your business, your pain points, and where you think AI might fit. I'll be honest about whether I can help.
Scoping & proposal
A clear outline of the engagement: what we'll cover, what you'll receive, timeline, and fixed pricing. No surprises.
Kick off
We start the discovery phase immediately. You'll see progress from week one — not after a months-long planning cycle.
Ready to map your automation opportunities?
Let's start with a conversation about your business.
Get in touch