Private AI Systems That Think Like Your Best People

We build knowledge systems your team can actually use—trained on your documents, your expertise, your way of doing things. Not generic AI. Yours.

🔒100% Confidential
All work runs in isolated, encrypted environments. NDA protected.

Why Now

The Next Wave of Business Infrastructure

In the early 2000s, companies that didn't digitize their documents got left behind. Today, the same is happening with institutional knowledge. The companies building knowledge systems now will outpace those that wait.

💰

Reduce Annual Overhead

Your $150K senior hire could train 10 juniors—if their knowledge was accessible. Stop paying experts to answer the same questions.

$638K+
Total client savings/year
🛡️

Knowledge Insurance

When your expert quits or retires, does 30 years of knowledge walk out the door? Capture it before it's too late.

120+
Years of expertise preserved
🚀

Speed-to-Competency

New hires productive in weeks, not months. Give everyone instant access to institutional knowledge on demand.

75%
Faster onboarding

Eliminate Decision Latency

Stop waiting 3 days for answers that exist in your own files. Get expert-level responses in seconds.

3 sec
Avg. answer time
📋

Compliance & Audit Trail

Every answer traceable to source documents. Full audit logging for regulated industries.

100%
Answers cite sources
📈

Scale Without Hiring

Growth limited by people capacity? Make knowledge the scalable asset. Handle 10x the volume without 10x the headcount.

0
Additional hires needed

"The question isn't whether to build a knowledge system. It's whether you'll be the company that has one—or the one competing against companies that do."

How RAPID Works

Five phases. Six weeks. Proven results.

1

RESEARCH

1-2 weeks
What We Do

Listen to how you actually work. Not the manual—the real way. Capture the rules, shortcuts, and gut-feel decisions.

What You Get

Knowledge Map, Process Audit

2

ANALYZE

1 week
What We Do

Find the patterns. Calculate savings. Show you the ROI.

What You Get

Process Blueprint, ROI Projection

3

PREPARE

2-4 weeks
What We Do

Build a custom system trained on how you think. Integrate with your tools. Test it thoroughly.

What You Get

Production System, Test Report

4

IMPLEMENT

4 weeks
What We Do

Deploy in stages. Monitor daily. Prove it works in real usage.

What You Get

Live System, Month 1 ROI Report

5

DEVELOP

Ongoing
What We Do

Refine weekly. Retrain monthly. Expand to your next bottleneck. The system learns every week.

What You Get

Monthly Reports, Continuous Improvement

BUILT FOR ENTERPRISE TRUST

Isolated Environments

Each client gets a secure, separate workspace. Zero data crossover.

Strict NDA Protection

All engagements covered by legal confidentiality agreements.

Immediate Data Destruction

When the project ends, your proprietary information is permanently deleted.

Free Bottleneck Audit

Record a 5-minute voice note describing your biggest operational bottleneck.

Get a comprehensive 15-page professional audit report with ROI analysis and implementation roadmap.

What you'll receive:

Bottleneck Analysis
Who, what, why, and quantified time impact
ROI Projection
3-year savings, payback period, investment tier
Implementation Roadmap
Phased approach with risks and success criteria
Real Results

From Bottleneck To System

Five industries. One pattern. Measurable ROI.

$0K+
Total Savings/Year
0
Systems Deployed
0 Weeks
Avg. Time to Launch
0%
ROI in 90 Days

The Same Pattern, Every Time

Capture

Extract institutional knowledge from experts, documents, and processes

Systemize

Build a queryable system that thinks like your best people

Scale

Make that knowledge available to everyone, instantly

The Same Pattern, Different Industries

Every bottleneck we solve shares a common thread: institutional knowledge trapped where it can't scale.

💰

Overhead Reduction

Your $150K senior hire could train 10 juniors—if their knowledge was accessible.

🛡️

Knowledge Insurance

When your expert quits, does their knowledge walk out the door?

🚀

Speed-to-Competency

New hires productive in days, not months. Institutional knowledge on demand.

Decision Latency

Stop waiting 3 days for answers that exist in your own files.

📋

Compliance & Audit

Every answer traceable to source documents. Full audit trail.

📈

Scale Without Hiring

Growth limited by people capacity? Make knowledge the scalable asset.

Client Results

What Teams Are Saying

Real results from operations leaders who eliminated their bottlenecks.

87% time reduction
"We went from spending 15 hours a week on document review to maybe 2. The system caught things we would have missed."

Sarah

Director of Operations

Professional Services

40+ hours/week recovered
"Our senior people can finally focus on high-value work instead of answering the same questions over and over."

Michael

VP Operations

Financial Services

60% faster onboarding
"The knowledge base captured things we didn't even realize we knew. Now new hires get up to speed in weeks, not months."

Jennifer

Chief Operating Officer

Real Estate

All testimonials are from verified clients. Full case studies available under NDA.

Pricing

Systems That Pay for Themselves

Fixed price. Delivered in weeks. You own everything we build.

Initial Assessment

4-day deep dive into your operations, workflows, and knowledge bottlenecks. You get a comprehensive report with prioritized recommendations and ROI projections.

Good for:

Companies unsure where to start or wanting expert eyes on their systems

Timeline:

4 days

Investment:

$8,000 - $12,000

Can be conducted remotely or onsite. Travel and accommodation billed separately for onsite visits.

Book Assessment

The Foundation

A working knowledge system your team can ask questions to. We capture your documents, expertise, and tribal knowledge into a queryable AI brain.

Good for:

Companies that want to stop wasting time searching for information

Timeline:

3-4 weeks

Investment:

$25,000 - $40,000

Get Started
Most Popular

Foundation + Automation

Everything above, plus one workflow we automate (reviews, intake, triage, content generation, etc.)

Good for:

Companies with a specific bottleneck they want to eliminate

Timeline:

5-7 weeks

Investment:

$40,000 - $65,000

Let's Talk

Full Rebuild

Complete system with multiple automations, integrations, and custom interface. The whole knowledge infrastructure.

Good for:

Companies ready to fundamentally change how work gets done

Timeline:

6-10 weeks

Investment:

$65,000 - $100,000+

Schedule Scoping Call

Every Engagement Includes:

  • Discovery (we learn your business)
  • System design + build
  • Deployment to your environment
  • Team training + documentation
  • 2 weeks of support after launch
  • Full source code—you own it all

How Payment Works:

  • Fixed price, agreed before we start
  • No hourly billing, no surprise overruns
  • 50% up front, 50% on delivery
  • Third-party AI costs passed through at cost (~$50-200/mo)
  • Your server/cloud costs separate (you provide or we recommend)
About

We Built What We Needed

I spent 18 years building and running a real estate team in Toronto. High-pressure, operations-heavy, lots of moving pieces.

Every team I built hit the same wall.

My best people had something you can't teach: gut feel. They'd look at a situation and just know. Years of pattern recognition, thousands of deals, countless edge cases—it all added up to intuition that was incredibly valuable and completely untransferable.

New hires would ask questions. Senior people would answer. But they couldn't transfer the feel for it. The judgment. The instinct for when the normal rules don't apply.

When someone left, that expertise walked out the door. We'd written down procedures, but procedures aren't intuition.

That's the problem we solve now.

We build systems that capture knowledge from everywhere—documents, yes, but also conversations, recordings, the way your senior people actually explain their thinking. The goal is to get as close to transferring "gut feel" as possible. And the system gets smarter every day.

The thesis: The companies that build this infrastructure now will have an advantage that compounds over time. Every day the system learns more. Every month it knows more than it did before. In two years, it's indispensable.

Ara Mammo, Founder of Bottleneck Labs

Ara Mammo

Founder, Bottleneck Labs

18 years in real estate operations. Now building AI systems.

How Fast Does This Move?

RAPID delivers from research to ROI proof in six weeks.

Week 1-2
RESEARCH
  • We listen. You talk.
Deliverable
Knowledge Map
Week 3
ANALYZE
  • We show you the money.
Deliverable
ROI Projection (you decide here)
Week 4-6
PREPARE
  • We build. You test.
Deliverable
Production system
Week 7-10
IMPLEMENT
  • We deploy. You measure.
Deliverable
Proven ROI (actual numbers)
Week 11+
DEVELOP
  • We keep improving. You keep benefiting.
Deliverable
Monthly reports

🔒 DURING EVERY PHASE, YOUR DATA IS PROTECTED

  • • Encrypted at rest and in transit
  • • Runs in isolated, temporary environment
  • • NDA covers all staff
  • • Destroyed completely when done

Questions We Hear

Everything you need to know about RAPID.

Free Resources

Not ready to commit? Try these tools to understand your bottleneck and automation potential.

Take the Bottleneck Assessment

2-minute quiz to identify your biggest bottleneck and get personalized recommendations.

Calculate Your ROI

See how much your team could save by automating your biggest bottleneck. Takes 3 minutes.

Is Your Process Ready for Automation?

Get our 16-point readiness checklist and find out if your bottleneck is ready to automate.

Let's Talk

Discovery call is free. No commitment. 100% confidential.

🔒 CONFIDENTIALITY GUARANTEED

All inquiries are 100% confidential. Every client works in an isolated, encrypted environment.

Your proprietary information is never shared, never touches our backend, and is destroyed when we're done.

We operate under strict NDA.

All information is protected under NDA. We'll ask about your bottleneck, show you the potential, then you decide. That's it.

Why Book a Call

No payment, no commitment

Your data stays with you

ROI projection in 1 week

Walk away informed if it doesn't fit