The Problem

Your data is everywhere. Your answers are nowhere.

Reports take days to assemble, nobody trusts the numbers, and finding last year’s contract means asking three people and hoping. The data exists — it just doesn’t work for you.

We build information systems that make your data findable, trustworthy and useful: warehouses, dashboards, search and governance designed around the questions you actually ask.

01 — What We Build

Deliverables

01

Data warehouses

One clean, governed source of truth.

02

BI dashboards

Live answers to the questions you ask every week.

03

Records management

Contracts, files and records filed so they can be found.

04

Search & retrieval

AI-powered search across everything you’ve ever stored.

05

Data governance

Ownership, quality rules and access control that stick.

06

Reporting automation

Month-end packs that build themselves.

02 — How It Works

The Process

01

Data audit

We inventory sources, quality and the questions that matter.

02

Model & architecture

A warehouse design shaped by your decisions, not our tools.

03

Pipelines

Automated ingestion from every source system.

04

Dashboards & search

The interfaces your team uses daily.

05

Governance & handover

Rules, owners and training so it stays clean.

03 — Tech Stack

Built With

WarehousePostgreSQL · BigQuery
PipelinesAirbyte · dbt
AnalyticsMetabase · Power BI
SearchTypesense · pgvector
AIClaude API for retrieval & summarisation
04 — Who This Is For

You, If

The report-buried manager

Every Monday starts with four hours of spreadsheet assembly.

The audit-anxious business

Records exist somewhere — proving it is the problem.

The gut-feel decider

Decisions made on instinct because the numbers arrive too late.

05 — Pricing

Investment

InsightR15,000 – R50,000

Dashboards and reporting on your existing data.

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FoundationR500,000 – R1.5m

Warehouse, pipelines and governance built out fully.

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IntelligenceR1.5m +

Org-wide data platform with AI search and automation.

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Payment structure: 25% deposit · 25% midpoint · 50% on delivery

Ready When You Are
“You can’t manage what you can’t find.”