BOTTLENECK
Agentic QA Systems

Every reviewpulls someone offbillable work.

Compliance checks. Code reviews. Quality gates. Client onboarding. We build agentic QA systems that catch what humans miss and run in minutes, not hours — so your people can get back to work that actually bills.

Code QA*Compliance Reviews*Quality Gates*Client Onboarding*
Code QA*Compliance Reviews*Quality Gates*Client Onboarding*
Code QA*Compliance Reviews*Quality Gates*Client Onboarding*
The Problem

Manual QA is
eating your margins.

Every business has quality gates. Code reviews. Compliance checks. Client onboarding. Each one pulls your best people off revenue-generating work.

$0K+
saved annually
0
systems live
< 3.2 months
avg. payback
90%+
faster QA
01
90%
faster QA cycles

QA in Minutes

That QA cycle taking 3 hours? Done in 15 minutes. Your system knows every standard, every edge case, every exception.

02
$638K+
recovered annually

People Back on Billable

Your senior engineer reviewing drawings isn't billing. Your PM stuck in QA isn't selling. Put them back where they make money.

03
100%
consistency

Consistent Quality

Human reviewers miss things when they're tired, rushed, or just having a bad day. An agentic QA system doesn't. Same standard, every time.

04
10x
capacity

Scale Without Hiring

Volume doubled but you can't hire fast enough? Handle 10x the QA throughput without adding headcount.

05
100%
documented

Full Audit Trail

Every decision traceable. Every source cited. Regulators love it. Your compliance team will too.

06
75%
time reduction

Faster Client Onboarding

New client intake eating up your team? Automate the verification, QA, and setup. Days become hours.

"Your competitor just automated their QA process. They're now 10x faster and half the cost. How long before your clients notice?"

RAPID
The Process

Five phases.
Six weeks to results.

A systematic approach to capturing institutional knowledge and turning it into competitive advantage.

R

Research

1-2 weeks

Listen to how you actually work. Not the manual - the real way.

Knowledge Map
Process Audit
Activities
Stakeholder interviews
Document review
Workflow observation
Pain point mapping
A

Analyze

1 week

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

Process Blueprint
ROI Projection
Activities
Bottleneck identification
Time-cost analysis
Automation feasibility
ROI modeling
P

Prepare

2-4 weeks

Build a custom system trained on how you think.

Production System
Test Report
Activities
Knowledge base construction
Agent training
Integration setup
Quality benchmarks
I

Implement

1-2 weeks

Deploy in stages. Monitor daily. Prove it works.

Live System
Performance Report
Activities
Staged rollout
Daily monitoring
User training
Performance validation
D

Develop

Ongoing

Refine weekly. Retrain monthly. Expand to new bottlenecks.

Monthly Reports
Continuous Improvement
Activities
Weekly refinement
Monthly retraining
Coverage expansion
ROI tracking

Enterprise trust.

Isolated environments

Your data never touches other clients. Zero crossover.

NDA protected

Legal confidentiality on every engagement.

Data destroyed

When we're done, your information is deleted. Period.

Free Tool

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
RESULTS RESULTS RESULTS
Case Studies

The work
speaks.

$566K
saved annually
4
systems deployed
$566K+ saved across 4 deploymentsLegal · Other · Consulting · EdTech

Same pattern.

Every time.

01

Capture

Extract knowledge from experts, documents, processes

02

Systemize

Build a system that thinks like your best people

03

Scale

Make that knowledge available to everyone, instantly

EchoMe API

Agentic content
marketing.

Your brand voice, encoded. High-converting content generated via managed pipeline or direct API access — across every platform, at any scale.

01
10x
content output

Speed

Generate campaign-ready content in seconds. Blog posts, social threads, ad copy — on demand via API or managed pipeline.

02
100%
on-brand

Brand Consistency

Your tone, vocabulary, and positioning — encoded into every piece of content. Scale without diluting your voice.

03
3x
engagement lift

Conversion Rates

Content built around what converts, not what fills a calendar. Every output is optimized for platform and audience.

Investment

Fixed
price.
You own it all.

No hourly billing. No scope creep. Price agreed before we start, you own everything we build.

50% up front, 50% on delivery
Full source code ownership
2 weeks post-launch support
01

Pre-Flight Audit

$249-749
48 hours

Required diagnostic gate. 15-dimension system audit before any build engagement.

Includes
15-Point Audit ReportRisk MatrixRemediation RoadmapGo/No-Go Recommendation
Learn moreRecommended first step
02

Assessment

$8-12K
4 days

Deep dive into your operations. We find where QA is manual, slow, or missing.

Includes
QA Process MapGap AnalysisROI Projection
03

Foundation

$25-40K
3-4 weeks

A working QA system. Your standards, your edge cases, your quality bar — encoded and enforced.

Includes
Custom Agentic QA SystemTool IntegrationsTeam Training
04Most chosen

Foundation + Automation

$40-65K
5-7 weeks

Everything above, plus one QA workflow automated end-to-end.

Includes
Full QA SystemWorkflow Automation90-Day Support
05

Full Rebuild

$65-100K+
6-10 weeks

Complete QA infrastructure. Multiple automated workflows, custom interface.

Includes
Enterprise SystemMultiple AutomationsOngoing Partnership

Third-party inference costs (~$50-200/mo) and hosting billed separately at cost. No markup.

About

We built what
we needed.

Ara Mammo

Ara Mammo

Founder

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 QA systems that encode that knowledge — from documents, conversations, recordings, the way your senior people actually explain their thinking. The system learns what "good" looks like so it can catch what doesn't measure up. Automatically. At scale.

The companies that build this QA infrastructure now will have an advantage that compounds over time. Every day the system gets sharper. In two years, it's indispensable.

Timeline

From research to
ROI proof.

RAPID delivers results in six weeks. Here's exactly how it works.

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

Your data is protected at every phase

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

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.

Start Assessment

Calculate Your ROI

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

Calculate Savings

Is Your Process Ready for Automation?

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

Get Checklist
Talk
Get Started

Let'stalk.

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

NDA protected-100% confidential
30-min call-No pressure
ROI projection-Within 1 week

Your data stays in isolated, encrypted environments. Never shared. Destroyed when done.