Demonstration systems / Command

Demonstration system · Business Command Center

Command. Know what requires attention without manually checking every system.

Combines CRM, projects, tasks, invoicing and pipeline data into one daily view, applies business rules to find what is stale, blocked, overdue or off target, and writes a morning briefing that links back to the records it came from.

One place to see what is happening across the business and what deserves attention next.

Built with

  • Dashboard
  • Data Aggregation
  • Alerts
  • AI Summaries
  • Task Management
  • CRM Data
  • Reporting
  • Operational Intelligence

A Dekundy Group demonstration build set in a fictional business, Harborline Systems, an owner-led services business with a small team. These examples use synthetic data and are not presented as client case studies. Every business, contact, figure and message shown is fictional, created by Dekundy Group to demonstrate what can be built.

Interactive demonstration

Try Command.

Open a record, approve a draft, run the agent. Everything is local to your browser and resets on reload.

01

The business problem

What this solves.

  • The information exists

    CRM, email, spreadsheets, task systems, calendar, analytics, accounting and support tools all hold part of the picture.

  • Nobody has time to assemble it

    Knowing what needs attention today means opening eight tabs and holding the answer in your head.

  • Problems surface late

    The stale lead, the blocked project and the overdue invoice are all visible somewhere. They get noticed at month end.

From published research

Industry findings, not results of this demonstration.

02

What the system does

Input to outcome, with a person in the loop.

Each stage names who does the work: the agent, business rules, automation, or a person.

  1. Input

    01Systems

    CRM, projects, tasks, invoices and pipeline data are read on a schedule.

  2. Automation

    02Aggregation

    Records are normalised into one operational dataset.

  3. Business logic

    03Rules

    Business rules define stale, blocked, overdue and off-target.

  4. Business logic

    04Priorities

    Items that break a rule are ranked into today's list with the reason.

  5. AI agent

    05AI briefing

    The agent writes the morning summary from the ranked items and the underlying numbers.

  6. Human approval

    06Review

    The owner reads, reprioritises and decides. The briefing suggests; it does not act.

  7. Output

    07Source data

    Every line of the briefing opens the records it was derived from.

  • Input
  • AI agent
  • Business logic
  • Automation
  • Human approval
  • Output
03

Who does what

What the AI does, what is automated, what you control.

The AI agent

What the AI actually does

  • Writes the daily briefing from ranked items and current numbers
  • Explains why each priority is on the list
  • Summarises changes since yesterday
  • Highlights concentration and forecast risk in plain language
  • Answers questions about the underlying data on request

Automation

What gets automated

  • Pulls records from each connected system on a schedule
  • Normalises them into one dataset
  • Applies the rules for stale, blocked, overdue and off-target
  • Ranks today's priorities
  • Refreshes the dashboards and sends the briefing

Human control

What a person controls

  • Defines the rules and thresholds
  • Decides what to do about each priority
  • Reprioritises, snoozes or dismisses items
  • Owns every customer conversation and every financial decision
  • Adds or removes connected systems

Potential outcomes

Designed to help

  • See what needs attention today without opening every system
  • Surface stale leads, blocked projects and overdue invoices the day they happen
  • Replace manually assembled reports with a maintained view
  • Make the morning review a five-minute read with links to the detail
  • Keep the whole team looking at the same numbers

No percentages are claimed for this demonstration. Where published research applies, it is cited above as industry evidence.

Components

The building blocks

  • 01Data Connectors
  • 02Aggregation Job
  • 03Business Rules
  • 04Dashboard
  • 05Alerts
  • 06AI Briefing
  • 07Task Management
  • 08Human Decision
Adam Dekundy, founder of Dekundy Group

Adam Dekundy

Founder, Dekundy Group

Built as a demonstration by Dekundy Group

This is not an off-the-shelf product. It is the kind of system built around a business’s actual workflow.

Not every situation needs something this size, and the CA$49 audit is the honest way to find out which one yours is. Where a build is warranted, every implementation begins with agreed success criteria and is covered by the Dekundy Group Build Guarantee.

Not sure yet

Not sure something like this is what you need?

That is exactly what the CA$49 Personalized AI & Efficiency Audit is for. It will show you whether something like this is worth building, whether a tool you already have could solve the problem, or whether something much smaller would do the job.

Get the CA$49 Audit