What changes
A clearly scoped improvement
An operating map, ranked leaks, baseline plan, intervention options, explicit exclusions and a 30/60/90-day decision sequence.
Business Diagnostic & AI Strategy
Do not automate a process you do not understand.
Find the bottleneck, establish what the evidence supports, and choose a bounded next step before buying another tool.
Evidence map
01Observed fact02Owner hypothesis03Confirmation needed
- 01Lead
One enquiry record and owner
- 02Project
An accepted scope and complete handoff
- 03Invoice
Approved delivery evidence reaches billing
Decision owner
Your workflow owner confirms the facts, priorities and investment decision. Public signals are hypotheses until validated.
Owners / Operations leaders
The engagement
What changes. What you receive. How we check it.
What to measure
Compare before and after
Measure volume, handling time, exception frequency and who owns the next step.
How we start
One owner, one workflow
Bring a representative example. Together we confirm scope, access, acceptance criteria and pricing before implementation.
ExploreCurrent vs controlled / Reference workflow
The same work. A clearer route through it.
StageCurrent / frictionControlled / accountable
01Lead
CurrentEnquiries scattered across inboxes
ControlledOne enquiry record and owner
02Quote
CurrentQuotes wait without an owner
ControlledA next action and decision date
03Project
CurrentWork starts with missing scope
ControlledAn accepted scope and complete handoff
04Delivery
CurrentExceptions live in private messages
ControlledAn exception queue with accountable owners
05Invoice
CurrentBilling waits for someone to reconstruct the job
ControlledApproved delivery evidence reaches billing
Your workflow owner confirms the facts, priorities and investment decision. Public signals are hypotheses until validated.
Bounded starting point
Choose what needs evidence first.
Workflow owner
Record what exists, ask the accountable owner to confirm it, and agree a representative test before implementation.
Automation / AI / Your team
Give each kind of work the right owner.
Automation
Moves and checks
Check required fields, map existing configuration and route missing information.
AI assistance
Interprets and prepares
Summarize permitted evidence and propose questions, with observed facts separated from hypotheses.
Human accountability
Approves and decides
Your workflow owner confirms the facts, priorities and investment decision. Public signals are hypotheses until validated.
Modelled impact / Calculator
Put numbers on the administrative load.
Illustrative assumptions / editable
Recovered time is capacity, not reduced payroll. Implementation, software, training and ongoing review costs are excluded.
Use this scenario in my assessment ↗Formula and sensitivity
Annual hours = people × hours per week × working weeks. Labour equivalent = hours × loaded cost. Capacity = baseline × recovery share. Optional investment / capacity ratio = investment ÷ monthly capacity value; shown only for positive values.
Practical starting points
Start small enough to verify.
Bounded workflow
One workflow map
Inspect lead: Enquiries scattered across inboxes. Agree the owner and acceptance evidence before changing the live process.
ExploreBounded workflow
Existing-tool capability review
Inspect quote: Quotes wait without an owner. Agree the owner and acceptance evidence before changing the live process.
ExploreBounded workflow
Bounded pilot recommendation
Inspect project: Work starts with missing scope. Agree the owner and acceptance evidence before changing the live process.
ExploreLaunchSoloAI engineering evidence
Inspect the artifact and its boundary.
SYSTEM RUN
Substrate
A public-signal diagnostic demonstrates evidence and hypothesis separation. It does not establish internal company facts.
Open the evidence record
Implementation / Evidence before expansion
A bounded engagement, with a decision at each stage.
- 01
Map
Confirm the workflow, owner and baseline.
- 02
Bound
Agree data, permissions, scope and unacceptable failures.
- 03
Build
Implement the smallest useful intervention.
- 04
Verify
Measure volume, handling time, exception frequency and who owns the next step.
- 05
Hand over
Train the owner, document recovery and decide whether to expand.
What you receive
An operating map, ranked leaks, baseline plan, intervention options, explicit exclusions and a 30/60/90-day decision sequence.
A practical next step
Bring one workflow. Find the next useful move.
Start with the process, the current tools and the person who owns the next decision. No system access needed.
Analyze my business