Knowledge + Automation

Your team’s knowledge, captured.
Your workflows, automated.

We build your business a brain — then put it to work. Instant answers for your team. Automations that actually understand your business. Gets smarter every month.

The Problem

Your firm’s knowledge is everywhere. And nowhere.

Client histories buried in email. Procedures locked in someone’s head. Decisions lost in Slack threads nobody can find. When a new hire starts, they shadow someone for months — because there’s no other way to learn what your experienced people know.

1.8hrs

Per Day

spent searching for information that already exists somewhere in the firm

42%

Of Knowledge

lives in one person’s head and walks out the door when they leave

6mo

To Productive

for a new hire to reach full productivity without structured knowledge transfer

Sources: McKinsey Global Institute, Deloitte Human Capital Trends, Society for Human Resource Management

How It Works

From scattered knowledge to a living brain.

01

Capture

We take your existing documentation — SOPs, procedures, client files, training materials, whatever your firm already has — and structure it into a searchable knowledge base. Then we fill the gaps with a focused session with your team to capture what’s in their heads but never made it into a document.

02

Connect

Every piece of knowledge gets linked to related knowledge. Clients connect to procedures connect to contacts connect to past decisions. The connections are what make this a brain, not just a folder of files. When you ask about one thing, related context surfaces automatically.

03

Query

Your team asks questions in Slack, Teams, or a simple web chat. The brain finds the answer, cites the source, and surfaces related knowledge you didn’t think to ask about. Instant. Accurate. 24/7.

04

Grow

The brain gets smarter every month. New knowledge feeds in from meetings, emails, and team contributions. And once the foundation is in place, we build automations on top of it — onboarding sequences, document generation, follow-up workflows, and anything else your firm needs to run faster.

The Product

Your firm's knowledge, always available.

Everything your team needs to know — searchable, connected, and growing every day.

Hover to explore connections — this is what your firm's knowledge looks like when it's connected

Sarah K.

What's our standard procedure for surplus lines filing in Ohio?

B

Brain

Ohio surplus lines require filing within 60 days via SLIP portal. Broker must hold valid OH surplus lines license.

Source: Compliance Manual § 4.2

Ask anything. Get cited answers.

Your team queries the brain in Slack, Teams, or web chat. Every answer includes sources so you can verify.

Weekly Digest

Mar 24 – 28

12 new knowledge entries from team meetings

3 carrier relationships updated

47 questions answered this week

Knowledge Gap

No documentation found for cyber liability quoting workflow.

Gets smarter every day.

Meeting notes, team conversations, and new information feed into the brain automatically. Weekly reports show what's new and what's missing.

What's Inside

Built for how your team actually works.

Cited Answers

Every response includes sources. Your team can verify any answer in seconds.

Voice Capture

Record a voice memo from your phone. The brain transcribes, structures, and files it automatically.

/learn Command

Paste something into Slack, type /learn. The brain captures it instantly. Zero friction.

Weekly Gap Reports

The brain tells you what it doesn't know. You see exactly which knowledge to capture next.

Daily Digests

Key decisions, updates, and action items summarized every morning. Nothing falls through the cracks.

Onboarding Autopilot

New hire starts? The brain sends them a structured training sequence. Weeks, not months, to productive.

Beyond the Brain

Once your brain is running, everything else gets easier.

Client prep sheets

Auto-generated briefings before every meeting with everything the brain knows about that client, their history, and what to discuss.

Meeting capture

Zoom and Teams meetings automatically transcribed, summarized, and filed into the brain. It grows from every conversation without anyone lifting a finger.

Email intelligence

Incoming emails scanned for knowledge worth capturing — policy changes, client updates, vendor announcements — and filed automatically.

Onboarding autopilot

New hire starts? The brain sends them a structured training sequence by role. Weeks to productive, not months.

Document generation

Draft proposals, renewal summaries, and reports from your firm’s own knowledge. A 45-minute task becomes a 2-minute review.

Custom workflows

Connect the brain to the tools you already use. Automate follow-ups, reminders, and handoffs powered by what the brain knows.

The brain is the foundation. The automations are what you build on top.

Why This Works

$31.5B

Annual Cost

Lost annually in the US due to poor knowledge sharing across organizations.

Panopto / IDC

82%

Faster Onboarding

Improvement in new hire retention and time-to-productivity with structured knowledge transfer.

Brandon Hall Group

1.8hrs

Per Day Searching

The average employee spends nearly 2 hours every day looking for information that already exists.

McKinsey Global Institute

39%

More Revenue

Knowledge-mature professional services firms earn 39% more revenue per employee than their peers.

CPA Practice Advisor

Tom Girgash, founder of Main Loop Systems

About

Built by someone who uses it every day.

I'm Tom Girgash. I run Main Loop Systems out of Cleveland, OH. Before building knowledge systems for other firms, I built one for myself — and it changed how I work.

The idea is simple: every firm has years of expertise locked in people's heads. When those people are busy, sick, or gone — the knowledge goes with them. We fix that.

We capture what your experienced people know, connect it into a living system, and make it queryable by your entire team. The brain gets smarter every month. Your firm gets stronger.

Our promise

If we can't demonstrate clear value in the first 90 days, we'll refund the build fee. No questions.

Questions

Common questions.

Stop being your firm's Google.
Start building your firm's brain.

Free 30-minute call. No pitch deck. Just a live demo.