Small Firm Award · Strategy & Governance

From Curiosity to Practice: How a Three Person Firm Built Enterprise Grade AI Governance

AI Native Accounting Foundation Case Study 2026 Small Firm Award for Strategy & Governance Winner

Financial Optics

Firm Snapshot

Financial Optics at a glance

Firm

Financial Optics, founded 2015–16

Model

Pure CAS and advisory (sold tax practice ~3 years ago)

Team

3 - Tim Sernett (owner), Angie (accounting manager), Carla (bookkeeper, Philippines-based via TOA Global)

Clients

18, nearly all at controllership or controllership + FP&A level

Niche

Independently owned full-service restaurants, 1–4 locations, upscale casual to fine dining

Book of business

~$500K managed between two staff

Recognition

Why Financial Optics Won

The AI Native Accounting Awards recognize measurable, responsible, replicable progress not innovation theater. Financial Optics won the Small Firm Award for Strategy & Governance because they did something most small firms skip entirely: they built the governance before adopting AI into the practice.

Background

The Starting Point

Financial Optics is a focused shop: restaurant clients, three service tiers (bookkeeping, controllership, light CFO/FP&A), and a small team stretched across all of it. Tim Sernett (Founder & CEO) was an early LLM adopter he started with ChatGPT and moved heavily to Claude and his first project wasn't accounting at all. With no budget for an agency, he used AI to execute a full marketing and website refresh himself.

That early win taught him the pattern he'd apply everywhere else: pick a real problem, do the work with AI alongside you, and judge the output like you'd judge a new hire's.

The Work

What Tim Built

01

A 90-day AI onboarding plan for people, not software

Rather than dropping tools on his team and hoping, Tim wrote a week-by-week, 90-day AI onboarding plan with separate tracks for Angie and Carla, matched to their roles. The start was slow which he expected but the design worked: both staff moved from assigned exercises to self-discovering their own use cases. That's the adoption threshold most firms never cross.

02

An AI Acceptable Use Policy with teeth

Tim used Claude to help draft a formal AI Acceptable Use Policy covering three data tiers: non-client data, client data, and client financial data. Both team members signed it, and it incorporates TOA Global's own AI policy so his offshore staffing relationship stays compliant.

The core rule is simple and absolute: a human reviews everything before it reaches a client. New capabilities including agentic AI and co-working tools don't get deployed until they've cleared his security and compliance evaluation. Governance isn't a binder on a shelf; it's a gate every workflow passes through.

03

A pilot > refine > rollout production workflow

Tim's flagship use case is client-facing: AI-generated executive summaries for his restaurant clients. The workflow pulls data from Fathom (his reporting layer on QuickBooks Online) into Excel, then into a dedicated Claude Project that produces a high-level dashboard: owner summary, month-over-month commentary, YTD analysis, budget vs. actual, and flagged priorities.

Pilot

Refine

Rollout

He didn't roll it out firm-wide on day one. He piloted with his two best clients, refined the output over two months, and only then extended it to every restaurant client. That discipline pilot, measure, refine, replicate is exactly the rubric the Foundation's Advisory Council scores against.

Outcomes

The Results

Client-facing deliverables transformed

Clients love the executive summaries so much that Tim suspects they've stopped reading the Excel schedules entirely. The narrative is the deliverable now.

Owner time reclaimed

Claude now handles analysis and commentary Tim used to produce manually every month.

Capacity without cuts

AI leverage is a growth strategy, not a headcount strategy: upskill Carla, not replace her, and use freed capacity to take on new clients.

Full team adoption

Two staff members, both operating under a signed AUP, both independently finding new use cases.

Once I had our Client Advisory Prep 'project' setup and calibrated, I understood how well AI could provide insights for our niche client base. I stopped looking at AI as a means of saving time, and started looking at it as a means of expanding capabilities.

~Tim Sernett, CEO

Roadmap

What's Next

Tim's first agentic project is already scoped: automating the document parsing and routing that currently costs Carla ~30 minutes every morning another manual task turned into reclaimed capacity.

Playbook

Lessons Other Firms Can Replicate

The human in the loop control has to exist for anything delivered to a client. The trust we've built with clients must be protected, but AI can be a force multiplier on what we deliver.

In closing

The Takeaway

Here's the thing about Financial Optics: a three-person firm with a signed acceptable-use policy, a 90-day staff onboarding plan, and a pilot-before-rollout habit is running the same playbook as a 5k+ firm just at a size any practice could actually copy. Strategy and governance aren't things you unlock at a certain headcount. They're decisions, and Tim made them early.

The AI Native Accounting Foundation is an independent nonprofit equipping firms and finance teams to adopt AI with confidence through education, research, and recognition. Learn more at www.ainativeaccounting.org.