Room 01 is open — DataPrep, cleaning live below
Raw numbers arrive.Evidence leaves.
EDEN takes the datasets nobody trusts — broken dates, duplicate rows, missing values — and returns figures a boardroom can defend. Every correction signed. Every cell with a receipt.
Exhibit 01 · q4_earnings_raw.csv · five defects on arrival
| Company | Rev. | EBITDA % | Filed |
|---|---|---|---|
| Axova Corp | 1,284.6 | 18.2 | 2026-04-28 |
| axova corp | 1,284.6 | 18.2 | 2026-04-28 |
| Brivane Ltd | 942,3 | 21.4 | 31/13/2026 |
| Cendra | ∅ | 16.9 | 2026-04-30 |
| delvora | 2,103.4 | 24.1 | 2026-04-29 |
The ledger — every correction, attributed
✓00:00.41Header normalised · "Rev." → "Revenue (₹ Cr)"
✓00:00.87Duplicate withdrawn · row 2, axova corp
✓00:01.24Decimal repaired · 942,3 → 942.3
✓00:01.66Impossible date resolved against the filing · 2026-04-30
✓00:02.03Missing value recovered from source · casing standardised
0.0quality scoreGrade A · ready to file
Built for extremely large files — no row limits. Every change logged. · fictitious sample data
What it does · The four rooms
Four rooms, each proven
by its output.
Every path ends in an artifact you can hand to a partner, a regulator, or a board — and every artifact carries its own trail.
Under the floor · The engine room
Custom OCR and RAG.
Not rented — engineered.
Market intelligence and Credit view run on instruments built in-house at EDEN AI Labs: an OCR that reads scans, stamps and broken tables the way an underwriter does, and a retrieval engine that holds every page of the bundle and answers with citations. Watch them work.
Exhibit 02 · the reading pass · custom OCR, built in-house
SANCT1ON LETTER — VEH1CLE L0AN
8orro//er: A. 5PEC1MEN
Amt 5anctioned: ₹12,4O,OOO/-
R0l — 9.4% p.a. (f1oat1ng)
Tenure: 6O rnonths
[ stamp — partially legible ]
scans · stamps · broken tables · handwriting-adjacent print
fictitious sample data — no real persons or institutions
The extraction — every field, a confidence
✓00:00.32borrower_name · conf 0.97
✓00:00.58sanctioned_amount · conf 0.96
✓00:00.81roi_pct · conf 0.94
✓00:01.02tenure_months · conf 0.98
✓00:01.28stamp region · escalated to vision · read
5/5fields recoveredavg conf 0.96
Exhibit 03 · total recall · custom RAG, built in-house
?
The retrieval — every page of the bundle, held in memory
sanction_letter.pdfp.3similarity 0.92
…loan sanctioned by Provenance Bank Ltd, central branch…
insurance_policy.pdfp.1similarity 0.89
…hypothecated to Provenance Bank Ltd under policy 4471-VX…
CAM.pdfp.7similarity 0.84
…financier of record: Provenance Bank — hypothecation noted…
Match
Hypothecation names Provenance Bank Ltd — consistent across all three documents.[1][2][3]
answers carry citations — a number without a source never leaves this room · fictitious sample data
A number without a source is an opinion wearing a suit.— The premise behind EDEN
How it works · The method
A file enters.
A deck leaves.
Five stages, one continuous line. Nothing is skipped; nothing overstays.
I.
Upload
Drop the file as it is.Drag & drop any CSV or XLSX, at any size. No formatting, no template, no apology for the state it's in.
II.
Clean
Watch the ledger write itself.Headers normalised, dates parsed, duplicates removed, numbers standardised — each fix logged the moment it happens.
III.
Analyze
The numbers explain themselves.Trends, KPIs, distributions, cumulative flows — generated automatically, with narrative insights attached.
IV.
Audit
Every change, attributed.Every transformation logged. A full audit trail for compliance and governance — the trail cannot be edited after the fact.
V.
Export
The artifact, ready to defend.Download as CSV, XLSX, PDF, or a PowerPoint deck with charts and audit context included. Six formats, one click.
Why trust it · Provenance
No adjectives.
Just receipts.
Written for your compliance team, not for a landing page.
P–01
An immutable ledger
Every transformation is logged and signed. The trail cannot be edited after the fact — by us or by you.
P–02
Your data stays yours
Never used to train models. Retention windows you set, deletion you can verify.
P–03
Encrypted, in motion and at rest
Transport and storage encryption as the default state, not a plan tier.
P–04
SOC 2 Type II — in progress
Report available under NDA on completion. We'd rather tell you the honest status than print a badge.
Who it's for · The visitors
Built for teams who must
defend their numbers.
V–01
FP&A teams
Accelerate close cycles and forecast with confidence.
V–02
Risk & compliance
Audit-ready reports with full transformation trails.
V–03
Consulting firms
Deliver client decks faster with clean, analysed data.
V–04
Operations
Standardise messy operational data across sources.
V–05
Healthcare
Clean patient and billing data with precision.
V–06
Telecom
Process usage and revenue data at scale.
Your data · 2026
Send us the file nobody on your team wants to open.
We'll return the cleaned version, the full ledger, and the deck — free. If the receipts don't convince your risk team, no meeting needed.
Replies within hours — edenlabs.in@gmail.com