Current-state map
How the workflow actually operates today, including where practice differs between people.
AI WORKFLOW VALUE
You invested in AI.Where are the productivity gains?
EverydAI analyses one knowledge-intensive workflow, identifies where time, information and expertise are being lost, and redesigns how people, AI and automation should work together.
One workflow. Ten working days. One evidence-based operating model.
THE AI ROI GAP
AI implementation does not automatically change how work happens.
Many organisations have introduced AI, but important workflows remain slow, inconsistent and dependent on manual coordination.
- Teams use AI differently.
- Inputs and outputs vary.
- Decisions remain trapped in people’s heads.
- Context is lost across handoffs.
- Existing processes remain largely unchanged.
The technology may be capable. The workflow around it may not be ready.
THE INTERVENTION
The AI Workflow Value Diagnostic
We analyse one repeated, knowledge-intensive workflow and determine why AI is not delivering the expected operational gains.
- Current workflow
- Diagnosis
- Human–AI redesign
- Validated target operating model
The result is a clear allocation of what should remain human-led, become AI-assisted or be automated.
The proposed target operating model is reviewed and validated with the accountable workflow owner before final delivery.
WHAT YOU RECEIVE
A clear, implementable redesign
The engagement produces a practical operating structure your team can review, implement and measure.
Clarity Report
Where time, information and expertise are being lost and why.
Target operating model
A redesigned division of labour between people, AI assistance and automation.
Workflow Playbook
The agreed process, ownership, decision rules, quality standards and measurement approach.
Where appropriate, EverydAI may outline an exploratory AI-agent specification for a tightly bounded task. This is not production software.
THE CLARITY LOOP
One workflow redesigned in ten working days
We combine representative workflow evidence, targeted conversations and human validation to move from unclear current practice to a validated target state.
Identify
Understand how the workflow actually operates and where practice differs between people.
Define
Clarify the objective, owner, inputs, success measure and decision rules.
Structure
Map information, responsibilities, handoffs, dependencies and current AI use.
Refine
Redesign what should remain human-led, become AI-assisted, be automated or be escalated.
Apply
Review the target state with the workflow owner and deliver the Workflow Playbook, implementation priorities and measurement plan.
FOCUSED SCOPE
A focused engagement, not a transformation programme
You provide one repeated workflow, one accountable workflow owner, access to two or three relevant team members, and representative, redacted materials.
We require approximately three to five hours of total team participation across the engagement.
You provide
- One repeated workflow
- One accountable workflow owner
- Access to two or three people who execute it
- Representative examples and materials
- Feedback on the proposed redesign
EverydAI provides
- Workflow discovery
- Evidence analysis
- Current-state diagnosis
- Target-state redesign
- Human validation
- Workflow Playbook
- Implementation and measurement plan
The scope is deliberately narrow so the work can be completed without disrupting the wider organisation.
OPERATIONAL OUTCOMES
Designed around measurable operational improvement
Every engagement begins with one primary success measure and a small number of supporting indicators.
- Faster turnaround
- Less rework
- Fewer clarification requests
- More consistent outputs
- Lower coordination burden
- Better use of AI investment
- Reduced dependence on individual expertise
We do not guarantee a numerical performance improvement before examining the workflow. We identify where improvement is plausible, how it should be measured and what must change operationally.
BUILT FOR REAL WORK
A rigorous process grounded in how work actually happens
EverydAI does not assume that existing documents represent operational truth. We compare documented processes with representative examples and the experience of the people who perform the work.
Representative evidence
Review real workflow materials, examples and relevant existing documentation.
Documented versus actual practice
Identify where the written process differs from how the work is performed.
Explicit operating logic
Clarify ownership, decision rules, exceptions, quality standards and escalation points.
Human validation
Review the proposed target state with the accountable workflow owner.
Measurable success
Agree one primary success measure and document the assumptions required for implementation.
Complexity should be absorbed by systems, not humans.
WORKFLOW VALUE PILOT
Have one workflow where AI should be creating more value?
We are selecting a small number of organisations to undertake the AI Workflow Value Diagnostic through a focused Workflow Value Pilot.
Suitable workflows are repeated, knowledge-intensive, important enough to measure and affected by inconsistency, rework, handoff friction or excessive manual coordination.
Initial conversations are exploratory. Applying does not commit your organisation to an engagement.
Questions before applying
What kind of workflow is suitable?
A repeated, knowledge-intensive workflow with a clear start and endpoint, an accountable owner and an operational outcome that can be measured.
What is the difference between the Diagnostic and the Pilot?
The AI Workflow Value Diagnostic is the service EverydAI delivers. The Workflow Value Pilot is the current selective format through which qualified organisations undertake it.
Does EverydAI implement the technology?
The core engagement focuses on diagnosis, redesign and operating documentation. Technical implementation or software development would be scoped separately and may require a technical partner.
How much time does our team need to provide?
Approximately three to five total hours across the workflow owner and two or three relevant team members.
What happens after the Diagnostic?
Your organisation receives the validated target workflow, Workflow Playbook, implementation priorities and measurement plan. Further support can be scoped separately.
Is the Pilot free or paid?
Pilot terms depend on workflow suitability, access, measurement requirements and permission to document the engagement. Details are discussed during the initial conversation.