How long does it take to build an Operational Learning Model?

The process has three phases. Research takes 4-6 weeks. The build phase takes 8-12 weeks and delivers a working platform. The run phase is ongoing — the platform learns from operational data and improves over time. Most clients see measurable improvements within 90 days.

/// OPERATIONS

Operational
Learning Model

Your business runs on disconnected tools. What if it didn't have to?

Introducing the Operational Learning Model — a system that enters through your front door and learns how to run your business.

An Operational Learning Model (OLM) is a full-stack intelligence system that researches your industry's regulations, encodes your operational workflows, and delivers a purpose-built platform that learns and improves over time. Unlike generic SaaS tools, an OLM understands the specific rules, formulas, and compliance requirements of your industry — delivered in weeks, not the months a consulting firm would take.

See How It Works ↓

/// THE REALITY

Every Operations Team Hits the Same Wall

Manual Compliance Workflows

Your regulatory obligations live in someone's head. When they leave, the knowledge leaves with them.

Disconnected Tools

Client data in 5+ systems. No single source of truth. Every report is a manual exercise.

No Real-Time Visibility

You find out about problems when clients complain, not when they happen.

Key-Person Dependency

If your operations manager is sick, can your business still operate?

/// THE OPERATIONAL LEARNING MODEL

A System That Learns Your Industry

PHASE 01

LEARN

We research your industry — regulations, workflows, competitive landscape. Every rule. Every formula. Every pain point.

4–6 weeks

PHASE 02

BUILD

We build a platform purpose-made for your operations. Not a generic dashboard — a system that understands how your industry actually works.

8–12 weeks

PHASE 03

RUN

The platform learns from your data. Compliance auto-checks. Client health scores. Operational intelligence that compounds daily.

Ongoing

                7 industries researched. 125+ documents. 500+ statistics.

                This isn't theory — it's already built.

/// YOUR INDUSTRY

We've Already Mapped Yours

Insurance Brokers

Regulated by FSCA / FAIS Act. ~3,000 brokerages in South Africa. 40% of a broker's day consumed by non-revenue administrative tasks. 81% of clients who switch cite lack of regular communication. We've mapped every regulation, workflow, and formula for insurance broker operations.

Law Firms

Regulated by Legal Practice Council. ~10,959 law firms in South Africa. 1,100 firms currently under curatorship for trust accounting failures. 20-40% of billable attorney time goes unrecorded. Purpose-built practice management for the reality of SA legal operations.

Accounting Practices

Regulated by SARS / SAICA / SAIPA. 55,000-65,000 practitioners. 33% of each working day spent on unproductive SARS administration. 6-8 separate systems accountants log into daily. Tax workflow automation and FICA compliance built for accounting practices.

Investment Advisors

Regulated by FSCA / FAIS Act. 6,000+ FSPs managing R1.7-2.1 trillion. 65% of advisor time spent on operational overhead. R119.8M in FSCA penalties imposed in 2024/25. Portfolio analytics, FICA/KYC automation, and drawdown monitoring.

Property Practitioners

Regulated by PPRA / Property Practitioners Act. ~50,000 registered practitioners. 60% of agent time spent on administrative tasks. 5+ separate portals updated manually per listing. Listing syndication, mandate tracking, and commission management.

Data Science Consultancies

Regulated by Information Regulator / POPIA. USD 109B global market. 95% of AI pilots fail to reach production. 91% of deployed ML models experience drift within months. Project lifecycle management and delivery operations for data science firms.

Venues & Hospitality

Regulated by Tourism Board / Local Municipality. 200-350 multi-stream venues in Western Cape. R618.7B tourism contribution to SA economy. 8-12 disconnected tools venue operators juggle daily. Multi-stream revenue management and event operations.

/// PROOF OF EXECUTION

We Don't Just Research. We Ship.

/// FRIENDS & ALLIES

From Events to Operations

From event ticketing to operational dashboards. 61 Cloud Functions. 8 BigQuery datasets. Real-time analytics across 3 business units.

/// EL-I-TECH

Website to Full Stack

Website rebrand to marketing automation to field operations intelligence. The full stack — website, content, analytics, operations — delivered.

/// 7 INDUSTRY VERTICALS

125+ Research Documents

Insurance. Legal. Accounting. Investment. Property. Data Science. Venues. 125+ research documents. 500+ sourced statistics. 5 explainer videos rendered. Ready to build.

/// NOT ANOTHER DASHBOARD

Why This Is Different

	Generic SaaS	Consulting Firm	An OLM
Understands your industry rules	✗	✓3–6 months	✓24 hours
Purpose-built for your workflows	✗	✗	✓
Learns and improves over time	✗	✗	✓
Delivered in weeks, not months	✓	✗	✓

/// QUESTIONS

Frequently Asked Questions

What is an Operational Learning Model?

An Operational Learning Model (OLM) is a purpose-built operations intelligence system that researches your industry's specific regulations, workflows, and competitive landscape, then delivers a custom platform that automates compliance, tracks operational metrics, and produces insights that generic software cannot. Unlike horizontal SaaS tools that force your business into their workflow, an OLM is built around how your industry actually operates.

How is this different from a CRM or project management tool?

CRMs and project management tools are horizontal — they work the same way regardless of your industry. An OLM is vertical — it understands the specific compliance requirements (like FAIS for insurance brokers or FICA for investment advisors), the formulas your industry uses, and the workflows your team actually follows. It replaces the 5-8 disconnected tools most professional services firms use with one system that was built for their world.

Which industries do you support?

We have completed deep research across seven industries: insurance brokerages, law firms, accounting practices, investment advisory firms, property management, data science consultancies, and venues/hospitality. Each vertical has 12-22 research documents, 100+ sourced statistics, regulatory deep dives, and wireframed platform concepts ready to build.

How long does it take to build an OLM for my business?

The process has three phases. The research phase takes 4-6 weeks and produces a complete understanding of your industry's operational landscape. The build phase takes 8-12 weeks and delivers a working platform customised to your workflows. The run phase is ongoing — the platform learns from your operational data and improves over time. Most clients see measurable operational improvements within the first 90 days of the build phase.

What does the video proposal include?

When you submit your company website, our team researches your business, your industry's pain points, and your competitive landscape. We then produce a personalised 90-second video showing exactly what an Operational Learning Model would look like for your business — including the specific regulations, workflows, and operational bottlenecks we identified. There is no cost and no obligation.

Are you based in South Africa only?

Our research currently focuses on South African industries and their regulatory frameworks (FSCA, SARS, Legal Practice Council, PPRA, etc.), but the Operational Learning Model methodology applies globally. The same approach — deep industry research, encoded compliance, purpose-built platforms — works in any market where professional services firms are running operations on disconnected tools.

Operational Learning Model