Private beta · AI-native forecast operations
From submitted workbooks to a validated forecast snapshot
Cadere requests submissions in Outlook, checks each Excel workbook, prepares corrections for review, re-checks revisions, and rolls accepted inputs into a provisional snapshot.
AI interprets context · deterministic checks verify facts · FP&A decides
Product previewIllustrative demo data
Provisional forecast snapshot
- Entity AAccepted
- Entity CAccepted
- Entity BExcluded — correction in progress
Accepted inputs only · EBITDA 42.6M · Δ −9.6% vs last forecast
Founder background
Built from 10+ years in multi-market finance and FP&A
Previous experience at
- TikTok
- ABB
- HARMAN
- Molson Coors
Keep Excel. Keep Outlook. Remove the manual work between submission and roll-up.
Cadere works before your planning model.
The problem
The workbook arrived. The forecast still isn't ready.
Chasing submissions is the visible part. The real cost starts after the workbook arrives — received doesn't mean usable.
The chase
Requests go out by email. Versions multiply. Status lives in whoever replied last.
Then the manual work starts
- Confirm the template and version.
- Check the required inputs.
- Investigate variances and weak commentary.
- Send the correction, find the revision, and check it again.
The same checks, every cycle, while the roll-up waits.
How it works
One loop, run end to end
Cadere performs each stage. Your reviewers make the calls that matter.
Available in private beta
Stage 1
Request and receive
Send requests through Outlook and receive the Excel workbook contributors already use.
Outlook requestExcel workbook received
Stage 2
Interpret and validate
Check the template, required inputs, variances, and commentary against the approved forecast setup.
Workbook interpretedChecks runFindings created
Stage 3
Correct and re-check
Prepare the correction for reviewer approval, then link and re-check the revised workbook.
FindingCorrection preparedReviewer approvesRevision receivedRe-checkedback through the same checksStage 4
Roll up and export
Update validated coverage and export a provisional snapshot from accepted inputs.
Coverage updatedProvisional snapshotCSV / Excel export
The product
What your reviewer sees
Three views from the loop: the finding, the correction cycle, and the snapshot it protects.
Product previewIllustrative demo data
Large forecast variance
Entity B · FY27 Q1 forecast — July cycle
Retail revenue moved −38.1% against the last forecast — beyond the ±15% review threshold.
Δ −16.0M (−38.1%) · review threshold ±15%
- Sheet
- Revenue
- Cell
- C5
- Account
- Retail revenue
- Period
- M2
Commentary: “Updated based on latest outlook” — does not name a driver.
Final acceptance belongs to FP&A — Cadere does not accept forecasts.
Product previewIllustrative demo data
Correction cycle
Entity B · FY27 Q1 forecast — July cycle
FindingNeeds review
Large forecast variance — Retail revenue −38.1% vs the ±15% threshold.
Correction preparedDraft
Use template DEMO-FC-V1, complete Revenue · C5, and explain the Retail revenue movement.
Reviewer approvesApproved by reviewer
The correction request goes out only after FP&A approval.
Revised workbook received
Linked to this correction cycle and re-checked against the original findings.
Re-checkedResolvedWarning kept
Blocking issues resolved. The variance explanation was accepted by a human reviewer and kept as a Warning.
Product previewIllustrative demo data
Provisional forecast snapshot
Built from accepted inputs only — 2 of 3 entities accepted; Entity B excluded pending re-validation.
- Entity AAccepted
- Entity CAccepted
- Entity BExcluded — correction in progress
| Line | Accepted total | Δ vs last forecast |
|---|---|---|
| Revenue | 128.4M | −4.2% |
| COGS | 51.2M | +1.1% |
| Operating expense | 34.6M | +0.8% |
| EBITDA | 42.6M | −9.6% |
Provisional — based on accepted inputs; Entity B excluded from totals.Export: CSV · Excel
Trust architecture
AI for context. Deterministic checks for facts.
Cadere splits the work the way a careful reviewer would.
AI interprets context
Customer-specific templates, account labels, and commentary.
Deterministic checks verify facts
Numerical and structural checks run against explicit rules, with evidence attached to every finding.
FP&A decides
Reviewers approve corrections and control what enters the snapshot.
Every finding links back to its workbook, sheet, cell, value, and rule.
Where Cadere fits
Built to feed the planning stack you already use
Cadere turns incoming workbooks into validated inputs for the planning and reporting tools you already use — without replacing them.
CSV and Excel export
Private pilot
Run one real forecast cycle with Cadere
Cadere is opening a small number of private pilots. Each pilot covers one real forecast cycle, one existing Excel template, and the complete request-to-snapshot loop.
A pilot fits teams that:
- Recurring monthly or quarterly forecast cycles
- Excel submissions from multiple business owners
- Outlook-based requests and follow-ups
Pilot places are limited and arranged directly with the founder.
Request a private pilot