How We Work

Start narrow. Prove fast. Expand on evidence.

Zipdata is not self-serve software and not traditional consulting. We bring the expertise to scope and deliver your project; the configurable workspace means the infrastructure is never rebuilt from scratch — so the speed and savings reach you. Most work starts as unified data, automation, or agents, and grows from there.

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Where You Start

Three entry points. One workspace that grows with you.

These are not rigid packages — they are starting points. You might begin with reporting, add automation, then add governed agents once the workflow has the context and trust to support it.

01

Unified Data & Intelligence

Turn scattered spreadsheets and systems into one trustworthy view, with analytics and audience-ready outputs.

See use cases →
02

Process Automation

Make repeatable, document-heavy, or schedule-driven work run on its own — with logs, storage, and delivery.

See use cases →
03

Agentic Transformation

Add governed agents once the workspace has the context, tools, and approval rules to support action.

See use cases →

The Engagement

Three phases, with a go/no-go before each.

Fixed scope. Fixed timeline. A clear decision point before each phase. No open-ended retainers, and no six-month discovery that ends in a slide deck instead of a working system.

Fixed scopeFixed timelineNo surprises
01Weeks 1–2

Discover

We learn your operation in detail before anything is configured.

  • Structured interviews with your operations, finance, and delivery leads
  • Map every data flow — what exists, where it lives, what is most costly
  • Pick the one workflow where intelligence creates the most value
  • Write the brief that everything we build traces back to
OutputProject brief, source map, and baseline KPIs
02Weeks 3–6

Deploy

Built on your data, in one governed workspace, tracing to the brief we both signed off.

  • Connect or import your sources and configure entities, KPIs, and analytics
  • Build the feeds, delivery groups, and automations the workflow needs
  • Turn on governed agents where the workflow is ready for them
  • First automated briefing within 48 hours of the workspace being configured
OutputA live workspace running on your real data
03Weeks 6+

Scale

First workflow proven. Now we expand — on evidence, not hype.

  • Measure against the baseline KPIs defined in Discover
  • Tune the workspace as real patterns and exceptions surface
  • Expand from the first workflow to the next priority
  • Hand over governance and an expansion roadmap your team owns
OutputProven outcomes and a workspace your team runs
We start narrow. We prove fast. We expand on evidence — not on hype.

Why This Model

Consulting expertise without the rebuilt-every-time stack.

Delivering this the old way — through notebooks, functions, custom apps, storage, email scripts, and separate dashboards — is slow, fragile, and expensive. The workspace removes that tax, and the saving reaches you.

Starting point

Discovery decks and recommendations

A standard product workflow

A custom technical backlog

A workspace scoped to your project type and first use case

Delivery stack

Often handed off to separate implementers

Contained inside the vendor product

Notebooks, apps, storage, jobs, and dashboards assembled from scratch

Data, automations, feeds, groups, tools, agents, and tasks in one runtime

What you see

Meetings, decks, and custom reports

Product screens your team must adopt

Whatever the project team builds

Personalised feeds and outputs shaped for each audience

Time to value

Weeks or months before something runs

Fast only when the use case fits the product

Depends on engineering capacity

A configured workspace and first outputs in days

Expansion

More team, more scope, more cost

More modules or separate products

More infrastructure to maintain

The same workspace matures from data to automation to agents

Start Narrow

Pick the first workflow, then scope the workspace around it.

We will map your problem to unified data, process automation, or agentic transformation and define the first workspace output — before any commitment to scope.