Deep in AI, 
fluent in business.
I'm Jake Richardson. I research, build and ship AI systems: agents, MCP connectors and custom apps, with a marketer's instinct for where the growth is.
Tools I build with
- Claude
- OpenAI
- Gemini
- Cursor
- n8n
- Vercel
- Figma
- Notion
The system is
only half the job.
I've shipped workflows, MCP servers and integrations, design systems, and web apps and tools for teams in small businesses and enterprise organizations. I research the problem, build the system, connect it to the way people work, and stay for the adoption.
I'm not attached to making everything AI-powered. I'm attached to making it work better.
See how I work- local search ranking for a contractor client
- #1
- five-star reviews from the review system I built for them
- 50+
- projects across live products, builds and experiments
- 25
- years across in-house, agency and independent work
- 6
Move faster without
breaking the business.
I connect models to the systems a business already runs on: the CRM, the content library, the events platform. Scoped access, a person approving the risky steps, and evidence before anyone trusts the output.
Agent policy
InteractiveMode
Tools in scope
Draft. Writes the first version for a person to finish. Anything that leaves the building waits for a person. In scope: CRM, Email, Files.
Agents with guardrails
Every agent I deploy gets a scope, a review step and a hard stop. Flip the controls: the policy decides what it may touch.
Connection pattern
Connected to the real stack
A conceptual view of how agents connect to approved business tools, with access kept tight.
One search away
Press ⌘K or Ctrl K anywhere on this site. Pages, apps and projects, the same way a good internal tool should feel.
Evidence before confidence
A convincing demo is not a dependable system. I test the claim before anyone trusts the output.
Software you can click through.
Independent products and the research projects in between. Drag the row, or open the console for all 25.
- Public beta
Saturview
A football intelligence product where the assistant may only cite supported records.
Read the build - Live
- Live
Form Atlas
A source directory and brief builder that turns design references into direction an agent can use.
Read the build - Live
- Shipped v1
I take the complexity.
You get the leverage.
Researcher when the answer is unclear. Builder when it's time to make it real. Strategist throughout.
Find the leverage.
Understand the customer, the commercial opportunity, and where the work gets stuck. Challenge the brief before automating the wrong thing.
Research the answer.
Test the models, tools, and assumptions against the actual task. A convincing demo is not the same thing as a dependable system.
Build it into the business.
Develop the application, connect the workflow, and make the experience usable. The technology has to fit the people, not the other way around.
Make adoption stick.
Train the team, watch what happens, and improve the system. Launch is a checkpoint. Useful is the goal.
From first websites to what comes next.
10 milestones shown
Independent
FoundationsWebsites & e-commerce
Started selling websites and building e-commerce platforms and storefronts.
Independent
FoundationsSocial media marketing
Expanded into social media marketing through college.
Jacksonville State University
EducationB.S. in Marketing
Graduated with a Bachelor of Science in Marketing.
Varsity Tutors
CareerAccount Executive
Worked as an Account Executive. Exact start and end months are not displayed.
Romega Digital
CareerDigital Marketing Associate
Agency experience in digital marketing.
Warren Averett
CareerMarketing Associate
Supported marketing and communications at an accounting and advisory firm.
A large commercial manufacturer
CareerSr. Marketing Automation Specialist
Ran marketing automation, CRM operations and lifecycle email, and started building AI into the team's everyday work.
Role detailsHide details
- Built the marketing team's first multi-agent framework on Claude and MCP, used by sales reps across the company.
- Built MCP connectors into the content library, the events platform and the CRM, including agents that clean lead data on their own.
- Shipped internal scheduling and request apps that replaced inboxes and spreadsheets.
- Brought AI into the email content workflow; engagement rose over two years and finished above the industry average.
A large commercial manufacturer
CareerDigital Marketing Manager, AI & Marketing Automation
Promoted to lead digital marketing, AI and marketing automation. Focused on practical tools, workflows and helping teams adopt them.
Role detailsHide details
- Coached marketers and executives from one-off AI requests to building their own automations.
- Moved work back in-house from outside agencies and single-purpose software subscriptions.
- Set the guardrails for agent work: scoped access, capped outputs and human review before anything left the building.
AnovaGrowth
IndependentFounder
Founded AnovaGrowth to bring together websites, marketing automation, AI and custom software for businesses.
SaturView
IndependentBuilt & launched
Built and launched a college-football analytics product. Research results and prospective predictions are kept distinct.