IACalc evaluates companies for investors.
What a company's numbers mean, cited to the page.
What IACalc does
Your intent, in your words
“A minority stake in a growth company. Target 3x in five years. The exit must be clear. Is the valuation fair?”
The company’s documents and accounts
Analysed with accounting and financial principles
How well it fits your intent
Investment analysis is expensive, slow and inconsistent.
RM30–100K
for an accounting firm’s report on one company’s books.
~2 weeks
for an analyst to work through one deal pack.
Subjective
depends on each analyst’s skill, methods and judgment.
Investment analysis that is affordable, fast and consistent.
A fraction
of an accounting firm’s fee.
Hours
from documents to a report, every number cited.
Objective
consistent and predictable: same documents, same intent, same answer.
Machines read. Formulas calculate. Your intent decides.
1: Intent
Your goals and thresholds, set before any document is read.
2: Read
Text, tables, scans and filings. Several readers check each number; disagreements are shown, not hidden.
3: Calculate
Published methods: Altman Z, Piotroski, Beneish, DuPont.
4: Judge
Each check scored against your thresholds.
5: Report
Answer first. Every number cited to its page.
Where AI helps
The analysis is fully automated: no person edits the numbers or the verdict. AI is one reader among several and writes up only cited facts.
What AI never does
Make up a number or decide the verdict.
The answer first. Then the proof.
A verdict against your intent, the reasons behind it, and the exact page each number came from.
IACalc computes. It does not advise. The analyst keeps the recommendation; IACalc shows the numbers behind it.
Does not fit your intent at this price
Built for the people who have to defend the numbers.
Investment committees and the analysts who present to them.
- Statutory and pension funds
- GLICs
- Insurers
- Bank investment and credit teams
- Shariah compliance teams
- Due-diligence leads
Three reasons no one has done it well, and how we did.
The difficulty
How we solved it
Documents are messy
Scans, tables and spreadsheets, in every format.
Several readers, cross-checked
Disagreements are shown, not hidden.
AI makes up numbers
Plausible but wrong, and a fund cannot defend that.
AI never makes the number
Every number comes from a formula, cited to its page.
The answer depends on the investor
A good buy for one fund is a bad one for another.
Our own framework
Turns your intent into the checks that matter. Patent pending.
Built by someone who has done the job, and already working for a client.
The experience
PhD in computer science and economics. Former Chief Architect at Yahoo. 30+ due diligences on over USD 2 billion of deals.
Our own IP
The framework and engine were built in-house in Malaysia. Patent pending.
Already proven
In production in Malaysia. A Malaysian statutory fund is a paying client.
See it on one of your own deals.
1 Send
A company’s documents, and your intent.
2 We run it
Your data is stored at rest in Malaysia.
3 Compare
We walk you through the report, beside your analyst’s view.
Dr Ariffin Yahaya · [email protected] · +603-2289 5000 · www.iacalc.com
See it on one of your own deals