Your format, not a new one.
Output lands in the model and memo structure your team already reviews, so nobody has to learn a second way of working.
No migration · no retraining
Akyla connects the spreadsheets, documents, databases and market data your team already uses, then puts AI on top of all of it.
Akyla connects those scattered sources into one shared financial context. Here is what working with it looks like.
| Document | Size | Chunks | Status |
|---|---|---|---|
| GILD_882095_2025-11-07.html | 2.4 MB | 167 | ✓ indexed |
| GEV_1996810_2025-10-22.html | 4.1 MB | 127 | ✓ indexed |
| CVX_93410_2025-11-06.html | 2.1 MB | 107 | ✓ indexed |
| CSCO_858877_2025-11-18.html | 2.2 MB | 145 | ✓ indexed |
| ANET_1596532_2025-11-05.html | 1.4 MB | 135 | ✓ indexed |
| BAC_70858_2025-10-31.html | 10.5 MB | 476 | ✓ indexed |
| Line item | FY22 | FY23 | FY24 | Source |
|---|---|---|---|---|
| Revenue | 184.2 | 201.7 | 218.9 | 10-K p.41 |
| Gross profit | 71.8 | 76.4 | 84.1 | 10-K p.41 |
| Adj. EBITDA | 31.4 | 33.9 | 38.6 | MD&A p.58 |
| EBITDA margin | 17.0% | 16.8% | 17.6% | derived |
2 items flagged for review · not guessed
Every figure keeps this chain. Anything Akyla cannot source is flagged for a human - never filled in.
Every answer that matters has to be reproducible on review. Akyla carries provenance from the original evidence through normalization and into whatever you ship.
Filing, spreadsheet, database record, market feed or internal document, captured as it was filed.
Entity, period, units, definitions, assumptions and transformations, resolved once for the whole firm.
Answer, model cell, memo or alert, with the evidence still attached when a partner asks where it came from.
Output lands in the model and memo structure your team already reviews, so nobody has to learn a second way of working.
Self-hosted deployment on your infrastructure. Documents and client data never leave the environment you control.
A figure Akyla cannot source is marked for review instead of filled in. That is the difference between a draft and a liability.
One workflow, scoped and live on your real work in four to six weeks. You see it working on your own data before you commit.
Bring the workflow that costs your team the most hours - financial modeling, monthly reporting, diligence, memo prep. We baseline it, build it on your templates, and measure the result on your team's actual work.
We time the workflow as it runs today and agree on the number we are trying to move.
Sources connected, your template encoded, citations wired through, deployed inside your environment.
Your team runs it on real work - a reporting cycle, a portfolio review, a filing. We sit with them, fix what breaks, and measure the same number again.
No six-figure minimum · No annual commitment · No data leaving your perimeter
We demo the solution for every customer using their real workflows. Bring yours and see it working on your own data.
| Enterprise research platforms | Akyla | |
|---|---|---|
| Who it is built for | Large funds with a data team | Boutique banks, LMM PE & credit, asset managers |
| Entry cost | Six figures, annual | Fixed-fee pilot, then monthly |
| Time to first value | One to two quarters | Four to six weeks |
| Output format | Their template | Your template |
| Where data sits | Their cloud | Your environment, self-hosted |
| Unsourced figures | Sometimes inferred | Flagged, never filled |
Inside your environment. Akyla deploys self-hosted on your infrastructure, so documents and client files never cross a boundary your compliance team has not already approved.
Every figure carries the document, page and cell it came from, so checking it is faster than producing it. Anything Akyla cannot source is flagged for review rather than filled in.
We customize the platform for you upfront using a hands-on implementation process. After that it runs on its own, on a monthly platform fee.
General tools see one document at a time and have no idea how your firm defines a line item. Akyla builds the shared context first, then answers on top of it, on your templates.
If one workflow is eating more than a day a week of analyst time, the pilot pays for itself. Team size matters much less than how repetitive the work is.
Show us the work your team repeats every month. We will tell you whether Akyla can take it off their desk in six weeks.