tenfoldBY SIAMETRICSTENFOLD ACADEMY / AI Coworking Essentials
Turn finance data into useful analysis and management commentary with visible sources, assumptions and checks.
For FP&A, finance business partners and management-reporting teams.
Imagine the work
A possible exercise and the kind of review it invites. Your actual case is selected for the programme and approved data boundary.
Illustrative practice artifact
The session sequence
This is the working sequence. Timing, depth and the number of sessions are configured for your team.
Choose a sanitised finance case, approved tools and a reporting task.
Identify drivers, anomalies and useful questions. Write an analysis plan.
Create variance commentary, a scenario memo or a management-pack narrative.
Check numbers, evidence, assumptions, consistency and materiality.
Select a recurring job, its owner and the next step for scoping.
Curriculum
Expand each module to see what the practice covers. Modules and exercises are selected and configured for the agreed audience and work.
Structure a finance question, provide context and separate calculation from interpretation.
Identify questions and drivers. Distinguish what the numbers show from a possible explanation.
Make assumptions explicit and challenge the sensitivity of a scenario.
Write concise commentary with evidence and uncertainty visible to a reviewer.
Organise inputs, templates and review steps for a repeat management pack.
Reconcile outputs to sources; look for inconsistent definitions, missing inputs and material errors.
Define a recurring job, accountable owner and acceptance checks before building further.
More than the session
The work produced and the ability to repeat it matter more than attendance alone. We agree the artifacts and evidence for your programme.
Participant pack
Purpose, schedule, access checklist, safe-use rules and what to bring.
Relevant templates, cases, instructions and review rubrics.
A reviewed artifact, useful corrections and an agreed next practice.
Sponsor pack
Participation, work produced, barriers, manager feedback and next recommendations.
A workplace challenge, feedback and a second attempt; office hours and follow-up are included when contracted.
Continue practice, scope a repeatable workflow or stop where further work is not justified.
Beyond the session
Apply the method to an approved recurring task. Bring the artifact, reviewer feedback and observations about time or rework to the follow-up.
What good looks like
The artifact makes sources, assumptions and human sign-off visible; a recurring task has enough definition for the next scoping decision.
Ready to take part
Bring an approved, sanitised case and a finance reviewer. The client provides permitted tools, accounts, devices and data boundaries; hands-on practice normally needs paid AI access.
Plan it around your team
Tell us the audience, the work and your constraints. We agree depth, duration, group size, tools, follow-through and commercial scope in the proposal.
Email a programme brief ↗