Services
AI systems and automation, built around your process
Every engagement starts with how the work actually happens today — not a template. Below are the areas I work in most.
01
AI Agents
Context-aware assistants and internal tools designed around real business processes.
Custom AI agentsRetrieval-augmented generationAPIsPostgreSQL
Discuss ThisProblems this solves
- Staff repeatedly answer the same questions across scattered documents and tools
- Client or project knowledge lives in someone's head instead of a searchable system
- Existing chatbots give generic answers because they aren't grounded in real business data
What this looks like
- A project-scoped assistant that answers questions from indexed documents and structured data
- An internal support agent that routes requests using real, current business context
- A voice or text interface for staff to query operational knowledge on demand
02
Workflow Automation
Automated processes across tools, teams and databases.
n8nMake.comZapierWebhooks
Discuss ThisProblems this solves
- Manual, repetitive steps between tools eat hours every week
- Handoffs between people or systems get dropped or delayed
- The same data gets copied and re-entered in multiple places
What this looks like
- A new form submission automatically creates records, notifies the right person and updates a tracker
- Status changes in one system propagate automatically to the tools that depend on them
- Scheduled workflows that keep data synchronized without manual exports
03
n8n & Make.com
Reliable multi-step scenarios, APIs, webhooks and integration systems.
n8nMake.comREST APIsWebhooks
Discuss ThisProblems this solves
- Off-the-shelf integrations don't cover a business's actual process
- Existing automations break silently and nobody notices until something is missing
- A process needs conditional logic, retries or error handling that simple triggers can't express
What this looks like
- Multi-step scenarios that branch on real business conditions, not just a single trigger-action pair
- Error-handled automations with retries and alerts instead of silent failures
- Custom API and webhook integrations between tools that don't natively connect
04
CRM & Operations Automation
Lead routing, follow-ups, quoting, internal workflow and operational systems.
CRM platformsAirtableNotionMonday.com
Discuss ThisProblems this solves
- Leads sit unassigned or follow-ups get missed
- Quoting or onboarding takes manual assembly of the same information every time
- Operational status is scattered across spreadsheets, chats and inboxes
What this looks like
- Automatic lead routing and follow-up sequencing based on lead source or criteria
- Quote or proposal generation assembled from CRM data instead of copy-pasted by hand
- A single operational view built from data that already lives in existing tools
05
AI Content & Data Workflows
Structured generation, document processing, categorization and publishing pipelines.
AI modelsDocument processingStructured data pipelines
Discuss ThisProblems this solves
- Documents need to be read, summarized or categorized at a volume no one has time for
- Content production is manual and inconsistent in structure or quality
- Unstructured data needs to become structured data before it's useful
What this looks like
- A pipeline that ingests documents, extracts structured fields and stores them for reuse
- AI-assisted drafting with a consistent structure, reviewed before publishing
- Automatic categorization and tagging applied to incoming content
06
Custom Integrations
APIs, webhooks and custom applications when off-the-shelf automation is not enough.
APIsWebhooksCustom applicationsPostgreSQL
Discuss ThisProblems this solves
- Two systems need to talk to each other and no pre-built connector exists
- A process is specific enough that a no-code tool can't fully express it
- The business needs a small custom application, not another automation platform subscription
What this looks like
- A purpose-built integration between two internal or third-party systems via their APIs
- A small custom internal tool that replaces a fragile spreadsheet-and-email process
- Webhook-driven services that react to events in real time
Not sure which of these fits?
Tell me what's slow or manual right now — I'll tell you what it takes to fix it.