Tactical Tools

I have a library of pre-built integrations for platforms like Google Ads, Meta, Slack, and AirTable, plus AI agent frameworks I've developed over years of project work. So instead of starting from scratch, I can spend most of my time on the logic that makes the tool useful for you.

The approach

Functional and reliable, without the enterprise timeline

Enterprise software projects typically take 6+ months and significant budget. Quick prototypes are fast to build but aren't stable enough to use in production.

I build software that sits in the middle: functional and reliable, but focused on solving one specific problem well. By using pre-built components for the infrastructure, I can deliver working tools in 2-3 week sprints.

Examples: automating ad-ops reporting workflows, auditing creative assets, monitoring campaign spend, or building internal dashboards that pull data from multiple platforms.

How it works

Three layers. Custom logic on proven infrastructure.

Three-layer architecture: Custom Business Logic, The Tactical Kit, and The Connectors
1

Custom Business Logic

The specific prompts, decision trees, and workflows for your use case. This is where I spend the majority of time - building the logic that makes the tool valuable to your business.

2

The Tactical Kit

Pre-built components for agent orchestration, memory systems, and RAG pipelines. These handle the complex AI infrastructure so I can focus on your specific requirements.

3

The Connectors

Battle-tested API integrations and MCP servers for platforms like Google Ads, Meta, Slack, and AirTable.

Services

Ways we can work together

01

Infrastructure & Integration

For teams that need to connect their internal systems to AI platforms or advertising APIs. I deploy secure gateways and integration layers that handle authentication, rate limiting, and error handling.

MCP server deployments · API wrapper libraries · Secure cloud connectors

02

Automation Agents

Autonomous agents that run 24/7 to handle specific operational tasks. These follow your rules and integrate with your existing tools—built for your specific workflow rather than a generic SaaS approach.

Spend monitoring · Creative asset tagging · Pacing alerts · Report generation

03

Product Development

For founders and innovation teams looking to validate new product ideas quickly. Using the Tactical Kit as a foundation, I can launch a working application with auth, payments, and AI features in 2-3 week sprints.

Internal tools · New revenue stream experiments · Customer-facing applications

FAQ

Common questions

Is this just a template?

The infrastructure components (auth, database connections, API wrappers) are pre-built because reinventing those doesn't add value. The business logic features (prompts, decision trees, workflows) are completely custom for your needs.

Do I own the code?

Yes. I deploy it into your environment (or a managed cloud instance you control), and you own the custom code. It's yours to run, modify, or hand off to another developer. No ongoing subscription required.

What happens when platforms change their APIs?

Ongoing maintenance is available as part of a support agreement. This covers updates to the connector layer as platforms evolve, so your tools keep working without requiring a dedicated engineer to track breaking changes.

Have a process that could be automated?

If you have a specific operational problem or an idea you want to validate quickly, let's discuss whether this approach is a good fit.

Get in touch