NICK BERGHANE
AI tools · Workflow automation · AI testing

I build AI tools and workflows that work, and I find out where they break.

Self-taught builder with 10+ years inside SaaS, fintech and regulated markets. I design, build and ship custom tools with the Anthropic API, Next.js and Supabase, and I stress test AI output until it holds up. Years on the business side mean I start from what a team actually needs, not from the tech.

What I build

Tools I’ve designed, built and run myself, from voice capture to automated daily briefs to offline phone apps.

NickOS

Voice and text capture that runs the day

Say or type anything and it is routed into tasks, projects, events and ideas. Built on Next.js, Supabase and the Anthropic API.

Next.js · Supabase · Anthropic API · Vercel

Control Tower

An operating system built on Google Sheets

One sheet tracks every project, deadline and open loop, and an automated daily brief pulls in the day's calendar and new email so the next step is always clear.

Google Sheets · Gmail · Calendar · automated daily brief

Pocket

Phone-first tools that work offline

A hub of small web apps that install like native apps and keep working with no signal: an HTML editor, an audio converter, and Night Cruiser, a generative driving radio with recorded instruments.

Offline web apps · Web Audio · Vercel · GitHub
Open →

Redline

A multi-step AI audit workflow

Reads a website’s HTML, sitemap, metadata, speed scores, calls to action and lead capture, then outputs a ranked fix list with an implementation and QA plan. First run: WCTC.

Agentic workflow · Claude Code · structured output
See the WCTC run →
Writing

What I notice when I push on AI systems, written up.

METASLOP 001: The Machine Has No Interior

It keeps writing one anyway

A curated critical edition of 20 AI reasoning traces from a single conversation under scrutiny. Under pressure, the model produces a self-shaped explanation for what it said, and that explanation becomes material for its next answer. Edited as artifacts, not as evidence of a hidden mind.

Critical edition · 20 traces · 25 pages · June 2026
Read a sample →
Work with me

Contract and part-time work. Remote, based in Phoenix.

Custom tool builds

One tool or workflow, scoped with you, built and handed over in about two weeks. Internal dashboards, intake flows, capture tools, automated briefs and reports.

AI workflow automation

Connecting an LLM to the tools a team already uses, like Gmail, Calendar, Sheets and a database, so routine work runs itself and a person only checks the result.

AI testing and evaluation

Stress testing AI features and model output: finding where answers go wrong, contradict themselves or drift, and writing up exactly what failed and how to fix it.

Ongoing care

Keeping a tool running after launch, with small changes as the team’s needs shift.

Earlier work

Before building full time I spent a decade in B2B growth and content. It’s why the tools I build start from the business problem.

$2.5M+ ARRLeafLink content program, 2022
75% avg. monthlySpendr revenue growth, 2024
43.8% lower CPASpendr acquisition efficiency
+55% page viewsLeafLink content audience growth

Spendr

Building marketing into a measurable growth engine

Owned the marketing function across B2B and B2C at an early-stage fintech, spanning brand, GTM, acquisition, lifecycle, content, partner growth, analytics, and conversion.

75% avg. monthly revenue growth · 76% MAU growth · 43.8% lower CPA · 100+ retail partners
View case study →

LeafLink

Turning complex market knowledge into revenue-driving content

Built and ran a vertical B2B content program for a regulated cannabis marketplace, translating research, product information, and market complexity into useful content for buyers, customers, and sales teams.

$2.5M+ ARR in 2022 · +55% page views · +53% unique visitors
View case study →
The through-line

Journalism, then B2B content and growth leadership, now building.

Learn something complex quickly → find where it breaks → build the fix → make sure it holds.

The same pattern runs through SaaS, MarTech, regulated cannabis, fintech, education, and the tools I build now.
Get in touch

Have a tool you need built, a workflow that should run itself, or an AI feature you need tested?

Email me with what you’re trying to do and I’ll tell you honestly whether I can build it and how long it would take.