What changes
A clearly scoped improvement
A bounded integration, field and identifier map, ownership rules, retry and exception handling, replay tests and an operating handover.
Connect Fragmented Systems
Five good systems can still create one bad workflow.
Keep the tools that work. Define how records, ownership and exceptions move between them.
- 01Source event
Capture source ID and event version
- 02Match record
Match once and prevent duplicate writes
- 03Confirm sync
Record delivery, retry safely and reconcile
Decision owner
People own permissions, conflicting records, commitments and exceptions.
Business owners / Operations champions
The engagement
What changes. What you receive. How we check it.
What to measure
Compare before and after
Compare manual touches, handoff completion time, duplicate records and unresolved sync failures against the baseline.
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
01Source event
CurrentA request arrives without a stable identifier
ControlledCapture source ID and event version
02Validate
CurrentMissing fields travel downstream
ControlledCheck the required fields and access scope
03Match record
CurrentPeople copy the same details into several tools
ControlledMatch once and prevent duplicate writes
04Route work
CurrentThe next task has no named owner
ControlledAssign the next task and due time
05Resolve exception
CurrentConflicts disappear into email
ControlledHold failures in an owned exception queue
06Confirm sync
CurrentNobody knows whether the update arrived
ControlledRecord delivery, retry safely and reconcile
People own permissions, conflicting records, commitments and exceptions.
System handoffs / Interactive map
Select the tools already doing useful work.
A map does not connect accounts. Actual integration requires identifiers, permissions, ownership and an exception route.
Review this connectionAutomation / AI / Your team
Give each kind of work the right owner.
Automation
Moves and checks
Sync validated records, prevent duplicate writes and route work with an owner and due time.
AI assistance
Interprets and prepares
Interpret variable documents and draft source-linked updates when deterministic mapping is insufficient.
Human accountability
Approves and decides
People own permissions, conflicting records, commitments and exceptions.
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
Email-to-CRM intake
Inspect source event: A request arrives without a stable identifier. Agree the owner and acceptance evidence before changing the live process.
ExploreBounded workflow
Project-to-accounting handoff
Inspect validate: Missing fields travel downstream. Agree the owner and acceptance evidence before changing the live process.
ExploreBounded workflow
Exception queue and reconciliation
Inspect match record: People copy the same details into several tools. Agree the owner and acceptance evidence before changing the live process.
ExploreLaunchSoloAI engineering evidence
Inspect the artifact and its boundary.
WORKING BUILD
Delivery Copilot
An existing application capture documents invoice-to-delivery work. It does not establish customer ROI.
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
Compare manual touches, handoff completion time, duplicate records and unresolved sync failures against the baseline.
- 05
Hand over
Train the owner, document recovery and decide whether to expand.
What you receive
A bounded integration, field and identifier map, ownership rules, retry and exception handling, replay tests and an operating handover.
Related service
Move from the problem to implementation.
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.
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