Real projects. Real results. Not demos — deployed solutions with measured before-and-after outcomes.
A manufacturing company was managing $3M+ in annual revenue from a P&L spreadsheet with no way to see trends, spot problems, or brief the ownership team at a glance. We turned their raw Excel data into a live, interactive financial dashboard — deployed and password-gated in under a week.
The company had real financial momentum — $3.42M in YTD revenue, improving margins, and a 46% drop in overhead per cubic metre — but none of it was visible in a format leadership could act on. Every answer required digging through spreadsheet tabs. There was no single view of what was working, what had changed, or where costs were moving. The owner couldn't brief investors or staff without manually compiling numbers each time.
AI Opportunity Audit + Implementation Sprint
From generic AI outputs to an environment that starts every conversation at 80%. Built a custom AI operating environment that eliminated cold-start prompting and produced consistent, high-quality outputs from day one.
AI outputs were inconsistent and required heavy editing. Too much time was spent re-explaining context. Every session started from zero.
AI Opportunity Audit + Implementation Sprint
We built an always-on Telegram bot that gives our founder complete access to Claude AI from any phone, anywhere. Text it, voice-note it, send a photo — it thinks, searches, writes, generates PDFs, and delivers results back in seconds.
A founder's best thinking doesn't happen at a desk. Ideas surface in the car, decisions get made on the go, and waiting until you're back at a laptop means losing the moment. Off-the-shelf tools couldn't read our files, run our workflows, or operate within our business context.
TFS Internal — we built this for ourselves. We can build it for you.
Built a fleet of specialized AI agents that answer financial questions across a complex corporate group — instantly, with every number traced to a source document. What used to take hours of manual document search now takes seconds.
The leadership team of a 6-entity holding group needed fast, reliable answers to financial questions spanning multiple subsidiaries. The answers lived across dozens of PDFs: financial statements, audits, loan documents. Finding them meant searching manually, cross-referencing across entities, and hoping nothing was missed.
AI Implementation Sprint
Built a production-ready investor brief for an energy company pursuing European capital — delivered in 2 weeks, active in investor conversations immediately after. Every number traces back to a single financial model so updates take minutes, not days.
The company had a compelling story — audited operating assets, a committed build pipeline, and 26 sites of greenfield opportunity — but no document that could hold up to institutional scrutiny. Financials lived in a spreadsheet. Narrative lived in the founder's head. There was no way to update numbers quickly across a multi-section brief without manual errors creeping in.
AI Implementation Sprint
Shifted a consulting team from using AI as a search box to managing it like a capable team member. Not a tool demo — a structured half-day session that changed how the team thought about their own work.
The team had access to AI tools but adoption was flat. People used ChatGPT occasionally for search-like queries and went back to their normal workflows within a week.
AI Transformation Coaching (workshop format)
From 12+ hours of manual work per video to a streamlined, AI-assisted production system. Every step — from ideation to publish — was mapped, automated where possible, and handed off with documentation.
A content creator was spending the majority of production time on low-value work: researching topics, writing scripts from scratch, creating thumbnails, and writing descriptions — all manually, every time.
AI Implementation Sprint
We built an always-on Telegram bot that gives our founder complete access to Claude AI from any phone, anywhere. Text it, voice-note it, send a photo — it thinks, searches, writes, generates PDFs, and delivers results back in seconds.
A founder's best thinking doesn't happen at a desk. Ideas surface in the car, decisions get made on the go, and waiting until you're back at a laptop means losing the moment. Off-the-shelf tools couldn't read our files, run our workflows, or operate within our business context.
TFS Internal — we built this for ourselves. We can build it for you.
We built our own daily intelligence layer so our AI assistant always has current business data — no dashboards to open, no reports to pull. Every morning at 6 AM, the pipeline runs itself.
Every AI-assisted session started from stale data. Business metrics lived in disconnected platforms — YouTube Analytics, Google Analytics, FX rates — with no automated way to surface them. Getting a current picture meant logging into three tools and doing the math manually, every time.
TFS Internal — we built this for ourselves. We can build it for you.
Every morning at 7 AM, an AI-synthesized briefing lands in Telegram before the workday starts. Business metrics, research highlights, and key priorities — compiled automatically, no manual effort required.
Staying on top of a business means checking multiple sources every morning — metrics, research feeds, priorities, meeting follow-ups. That review either doesn't happen consistently, or it burns 30–45 minutes before real work begins. Most founders don't have a chief of staff to do it for them.
TFS Internal — we built this for ourselves. We can build it for you.
A fully automated, personalized meal planning system — from macro targets to grocery list. Built to run weekly without manual input, adapting to preferences, what's in the fridge, and what's on sale.
Weekly meal planning was consuming 45–60 minutes and still producing inconsistent results — mismatched macros, forgotten groceries, decision fatigue by Wednesday.
AI Implementation Sprint