The story behind every result.
For those accountable for the operation's results.
Between the plan and the result lie thousands of records, decisions and conversations, spread across systems, documents and meetings. F7 KORE connects that story, record by record, and shows what wasn't found.
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Plan
Every decision starts with a set of assumptions.
Your team sets cost, schedule and return from estimates and past experience. Record the assumptions and keep the reference cost and the lessons from similar cases in view.
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Commitments
The numbers start to change.
Proposals, contracts and orders alter the initial figures. In F7 KORE, records linked to the plan flag any divergence beyond the defined tolerance, and submission requires a justification.
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Execution
Reality starts being written in many places.
Incidents, changes and meeting decisions happen in parallel. Compare actual with planned, project the likely result and turn what falls outside the norm into a plan.
History, projection and uncertainty range
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Routine
Leave repetitive work to the agents.
The agents read documents, fill in forms, check values, open tasks and notify those involved. Approvals wait for the person accountable for them, and each step is recorded.
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Follow-up
Ask and get the answer with its source.
Ask in natural language and see the number calculated from the records, what weighed most in the result and the suggested next steps.
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Requirements
The rules change while the operation is running.
See what the new standard affects, confirm the impact, generate revisions and read confirmations with an owner and a deadline, and gather the evidence for the audit.
Closing
In the end, see the deviation broken down by effect: price, quantity, input and scope.
What wasn't identified stays in view, not hidden in another account.
From planned to actual: where the variance came from
The origin of every piece of information.
Each link keeps the relationship, who made it and when. You can review the path and export it as a dossier.
Gain
The result of automation, measured.
Compare each process with the baseline, before and after AI, in person-hours and in value.
Next cycle
Experience guides the next decision.
Actual prices and quantities feed the review of the assumptions, which goes to those accountable for them, and the lessons stay in view for the next case.
Before vs. after · cost per month
1,530 person-hours
684 person-hours
863.8 person-hours
- Value of hours freed up, projected
- $16,100/month
- 846 h/month · $193,200/year
- Value of hours freed up, actual
- $15,500/month
- 666.2 h/month · $186,000/year
Person-hours returned to the team, valued at the hourly cost of each role, with no reduction in payroll implied. The value depends on the hourly cost of each role, so hours and dollars don't fall in the same proportion. Demonstration values.
What changes for each area.
Executive team
Results, risk and compliance in one view, with the cause of each deviation.
Operations
Forecasts, alerts and recurring work carried out, with an owner and a deadline.
Finance
Planned compared with actual, and gains measured against the baseline.
Technology and security
Systems preserved, permissions applied to the data and a verifiable trail.
Quality and compliance
Standards, evidence and audit package in a single cycle.
Teams
The routine stays in Teams and Outlook, with less time spent looking for information.
Questions that now have answers.
- Where is the information?
- Can I trust this number?
- Why was the result different?
- Have we been through this before?
- What is likely to happen?
- Who is leading the action?
F7 KORE began as a data project, and the same questions came up again in operations in other sectors.
Explore the platformTraceable decisions and actions, from the source of each number to the person who owns the fix.
Talk to our team and see what F7 KORE can do for your operation.
Product screens and values use demonstration data.