AI-Assisted Business Decision Support
Better context for consequential campaign decisions.
In developmentThe project
Bidvanta is an application in development for Apple Ads campaign analysis. It combines campaign evidence with AI-assisted explanations and recommendations, while retaining explicit validation and human review around consequential changes.
Campaign decisions require interpreting evidence and weighing possible actions against business rules. An explanation can be helpful without being sufficient authority to make a change. The objective is to support judgment while preserving that distinction.
I am developing a workflow that brings campaign analysis, AI-assisted interpretation, deterministic policy checks, and human review together. The design keeps the recommendation stage separate from the decision to act.
The work uses Swift and TypeScript. Its core design separates campaign evidence, generated recommendations, deterministic policy validation, and human review, creating explicit boundaries between interpretation and action.
Designing AI-enabled decision support around business constraints, evidence, and accountability. The emphasis is on making recommendations reviewable rather than treating generated output as a decision.
Current product status
In development. Work is ongoing across campaign analysis, recommendation review, and policy validation. Bidvanta is not yet a commercial release.
Navigation & Operational Management
A navigation and operational management application designed around real delivery workflows, integrating route guidance, information capture, mileage tracking, and reporting.
Explore CodeGPSConnected Security & Cloud Infrastructure
A cloud-connected security platform bringing together camera event discovery, media management, access controls, live updates, and operational reliability.
Explore SecureCamA conversation is a good place to start
Whether you're a business looking to improve operations or an organization seeking someone who combines business insight with hands-on technical execution, I'd welcome a conversation.