We pinpoint where your finance and data teams lose hours, then build the AI workflows that take over the grunt work: reporting, reconciliation, analysis. Your people get their time back for judgment, not formatting.
Most teams sense AI could help. They just don't know where to start, or they tried and it didn't stick. We do know, because we've spent years inside this exact work.
Analysts burn days recreating the same models, decks, and summaries. Those hours vanish and never compound.
Data dragged by hand between Excel, the CRM, and a dozen tabs. Slow, fragile, and mind-numbing.
A few people try ChatGPT, it doesn't fit the real workflow, and the team quietly slips back to the old way.
Most teams begin with an audit, then build from there. Every step pays for itself and leaves your team sharper than before.
We map how your team actually works, find where AI saves the most hours, and hand you a prioritized build plan, not a strategy deck you'll never open.
Hands-on sessions that get your team genuinely using AI on their real work, from Excel and reporting to research and slides. Not watching toy demos.
We take your highest-leverage workflow and ship a working system in weeks. Reports and board decks that draft themselves, KPI dashboards, and the copy-paste between your tools, gone. Idea to live, not a demo that dies in a slide.
Private GPT and Claude assistants trained on your documents, processes, and tone, answering in your company's voice, not the internet's.
Built for finance teams: automate research, model review, variance analysis, reporting, and slide-building so analysts spend their time on judgment, not formatting. This is the work we know cold.
A clear, low-risk path. No call required to start. Just tell us what's slowing you down.
Tell us about your team and the work eating the most time. We reply within 48 hours with an honest take.
We map your workflows, data, and bottlenecks, then pinpoint where AI pays back the fastest.
We build and ship the highest-leverage workflow as a working system, wired into the tools you already use.
We train your team to run and extend it, and stay on for new workflows as your needs grow.
We're not a generic AI shop. Career Principles has trained hundreds of thousands of finance, data, and business professionals. Now we build the AI systems that do that work for your team.
FP&A, modeling, reporting: we know the work, so what we build fits how your team operates.
Teaching is our origin. No black box: your team learns to run and extend everything we build.
Excel, Copilot, Claude, GPT, Power BI, your CRM: one workflow across your existing stack.
Your systems, your data, your prompts. No lock-in to a platform you can't leave. It's yours to keep.
Share your team and the work eating the most time. Within 48 hours you'll have an honest take, real options, and pricing. No pressure, no jargon.
We'll review what you sent and get back to you within 48 hours with next steps.