Rapid Value Assessment

Stop automating job titles.
Start automating actions.

The Rapid Value Assessment is a strict, structured framework designed to prevent businesses from over-scoping complex roles. We systematically deconstruct jobs into isolated, measurable micro-tasks to pinpoint exactly where an agent can deliver the highest commercial return.

Defining the Micro-Task

Never accept broad terms like "Contract Management". Force the user to define the exact trigger, inputs, systems accessed, and output. If it cannot be defined this strictly, it cannot be automated.

1. Deconstruction

Map the weekly schedule of a target role, rejecting broad categories in favour of specific actions. Document strict inputs and outputs.

The Gateway Matrix

This filter is ruthless. If a task requires unstructured data hunting, high emotional intelligence, or complex system writes, the tool instantly disqualifies it to protect your margins and technical risk profile.

2. Suitability Filter

Run tasks through a strict matrix. Eliminate workflows requiring emotional nuance, unstructured data, or complex system writes.

Proving the ROI

By capturing task duration, weekly frequency, and staff rates, we mathematically calculate the baseline commercial cost of completing the task manually. This proves the immediate financial value of automation.

3. Value Calculation

Calculate the baseline commercial cost of completing the task manually to prove immediate financial return on investment.

Defining the Deliverable

Once suitable micro-tasks are identified, you document exactly where the agent will pull its truth from. Finally, you give the proposed build a functional identity, like "HR Policy Auditor".

4. Agent Scoping

Group surviving, high-value micro-tasks by their data sources to design a consolidated, scoped agent persona.

Tasks Evaluated

Suitable Candidates

Identified Annual Waste

Assessment Log

No workflows evaluated yet.

Start a new assessment to begin mapping processes.

Task Name	Department	Viability	Annual Cost	Proposed Agent	Actions

Deconstruction

Suitability

Value

Scoping

Task Deconstruction

Break the role down into a highly specific, measurable action. Avoid broad job categories.

Job Role / Department

Specific Micro-Task Name

The Trigger

What exact event starts this process?

Required Inputs

Documents or data needed to begin.

Systems Accessed

Software opened to complete step one.

Dependencies

Internal blockers or required sign-offs.

Outputs

Final document or decision produced.

The Suitability Filter

Evaluate the workflow against strict technical and commercial parameters.

1. Rule-Bound Execution

If you can write a strict set of instructions for a new starter to follow without them needing to guess or invent a solution, it is rule-bound. If the task requires creative flair or unstructured problem solving, the answer is 'No'.

Does this task rely on strict corporate policies or standard operating procedures rather than creative problem solving?

Yes No

2. Data-Grounded

An AI needs a specific place to read from. If you can point to a single folder, handbook, or database that holds all the answers, select 'Yes'. If the answers are found through random web searches or by asking a colleague, select 'No'.

Can all necessary answers be located within a strictly contained set of documents (e.g., a secured playbook)?

Yes No

3. Cognitive Ambiguity

Does this task require reading between the lines? For example, handling a highly upset customer, judging the 'tone' of an email, or deciding if an employee is struggling personally. If it requires empathy or complex human intuition, select 'Yes'.

Does the task require parsing emotional nuance or making complex human judgements?

Yes No

4. Unstructured Dependencies

Does the task rely on someone simply 'knowing' the answer because they have worked there for years? Or is the data buried in personal email inboxes and handwritten notes? If the data is not cleanly stored and accessible, select 'Yes'.

Is the required data scattered across unknown locations or held entirely as undocumented staff knowledge?

Yes No

5. Complex System Operations

Reading data is easy, but writing data securely can be difficult. If completing this task means the agent must directly click buttons in an old software program or securely write updates into your core database, select 'Yes'.

Does the task mandate direct data entry into legacy systems or require bespoke API connections to conclude?

Yes No

Workflow Disqualified

This task introduces unacceptable technical risk or fails the criteria for a rapid agent deployment. Halt scoping for this specific workflow.

Workflow Validated

This micro-task meets the architectural requirements for rapid automation. Proceed to calculate baseline commercial value.

Value Calculation

Calculate the baseline commercial cost of completing this task manually to establish measurable ROI.

Time per Task

Minutes required once

Weekly Volume

Total team occurrences

Staff Rate

Average hourly cost

Baseline Commercial Cost

Cost Per Week (Manual)

$0.00

Annual Cost Impact

This establishes the immediate financial return generated when an AI agent reduces processing duration to a fraction of the time.

Agent Scoping

Finalise data grounding requirements and define the commercial proposal output.

Assessment Summary

Target Workflow:

Identified Financial Waste: / year

Primary Grounding Source

Identify the exact repository required for truth grounding (e.g., Master Legal Playbook).

Proposed Agent Persona

Functional designation for the proposed build.

Stop automating job titles. Start automating actions.

1. Deconstruction

2. Suitability Filter

3. Value Calculation

4. Agent Scoping

Assessment Log

Task Deconstruction

The Suitability Filter

Workflow Disqualified

Workflow Validated

Value Calculation

Baseline Commercial Cost

Agent Scoping

Assessment Summary

Print Proposal

Executive Proposal

Validated Agent Scopes

Disqualified Workflows (High Risk)

Stop automating job titles.
Start automating actions.