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Dragmo Labs

For Any Business Still Retyping Invoices By Hand

Stop Retyping The Same Invoice Template Every Single Time.

An AI system that reads a vendor invoice, checks its own arithmetic before anyone trusts it, and builds your client invoices from one fixed, branded template.

The exact kind of invoice mistake that looks completely plausible and is the expensive kind, not the obvious kind.

Why an AI reading an invoice is only half the job, and what the other half quietly protects you from.

How a finance team stops retyping the same client invoice template from a saved copy of last month's version.

The one detail on an already sent invoice that should never change again, no matter what happens to the template afterward.

Why an admin who is deactivated should lose access on their very next click, not whenever their login happens to expire.

What happens to a vendor bill the moment its numbers do not add up, before a human ever sees it.

Every Manually Typed Invoice Is A Small Bet That Nothing Gets Mistyped

Somewhere in most finance workflows, a person opens a vendor invoice, reads the numbers off a PDF or a photo, and types them into a spreadsheet or a system by hand. Or they open last month's client invoice, copy it, and retype the parts that changed. Both are quiet, repetitive, and exactly the kind of task where a small mistake goes unnoticed until it is expensive.

It is not that anyone is careless. It is that retyping the same structure over and over is precisely the condition under which a transposed digit or a missed line slips through, because the task has stopped feeling like it needs full attention.

Already tried

A shared spreadsheet template for client invoices

Still means opening the last one, copying it, and retyping every changed field by hand, with no check on whether the totals actually add up.

Already tried

Manually typing vendor invoice data into accounting software

Slow, and nothing about manual entry catches a misread digit before it becomes a recorded number.

Already tried

A generic OCR tool with no verification step

Extracts text from a document but does not check whether the line items, tax, and total actually agree with each other.

Read Automatically. Verified Before It Is Trusted. Built From One Template.

Upload a vendor invoice, or type it in by hand if that is faster for a particular bill, and the system extracts every field into a structured record, then re-checks the arithmetic itself before anything is treated as correct.

For your own client invoices, one fixed, branded template replaces the retype-from-last-month habit entirely: build the invoice, generate a proper PDF, and download or email it directly.

  1. Step 1Upload or typeA vendor invoice comes in as a file for the system to read, or gets typed in directly when that is faster.
  2. Step 2Structured extractionEvery field, line items, tax, vendor, total, is pulled into a structured record, not left as a flat block of text.
  3. Step 3Arithmetic verificationThe line totals, tax, and grand total are independently recomputed and checked against what was extracted before anything is trusted.
  4. Step 4Synced and readyA verified record syncs to your Notion database, and client invoices generate from one fixed, branded template as a proper PDF.

A generic OCR tool reads a document and stops there. This reads it, then independently recomputes the line totals, tax, and grand total, and flags anything that does not add up for a human to check, rather than filing a plausible looking number.

The Proof

Built And Running For A Real, Paying Client

03Verified fixes, found and checked on the live system

This system was built for Purafall, a water filtration company, who use it for their own invoicing today. The engineering decisions below were made to solve real problems that came up while building it, not written after the fact to sound impressive.

Purafall

A water filtration company using this system for their client and vendor invoicing.

Read the full case studyHow Purafall's website and invoicing system were built, including the website Javed Akhter's own quote refers to.
Verified fixes
ai-invoice-system
01

A model reading a vendor invoice can misread a digit or a decimal point, and a wrong number that looks plausible is the expensive kind of mistake, not the obvious kind.

Why it happened

Structured extraction from a scanned or photographed invoice is read, not calculated. Nothing about the extraction step itself confirms the line items, tax, and total actually add up to what is printed on the document.

What changed

Every extracted invoice is re-verified in code before it is trusted: line totals, tax, and the grand total are recomputed independently and checked against what the model read. A mismatch is flagged for a human to look at rather than silently filed.

Verified against

Built as a dedicated verification step separate from extraction itself, so the check runs the same way regardless of which model produced the reading.

02

An admin deactivating a staff account needs to take effect immediately, not whenever that person's login token happens to expire.

Why it happened

The standard drop-in authentication library's credential login is built around signed tokens that stay valid on their own terms once issued, which is a known limitation for exactly this kind of immediate revocation, not a configuration that can be turned off.

What changed

A deliberately small session layer was written directly against the database instead: one sessions table, an opaque token hashed at rest, and a short list of functions to create, check, and revoke a session. Deactivating an account now means the very next request from that browser fails.

Verified against

The scope was kept intentionally narrow, exactly the functions this requirement needs, rather than adopting a general auth framework and fighting its defaults.

03

A client invoice template can change after an invoice built from it has already been sent, which would silently rewrite a document a client has already relied on.

Why it happened

A live template and a generated invoice are two different things with two different lifespans, and treating an issued invoice as 'still following the current template' means every future template edit reaches backward into documents that should never move again.

What changed

The moment an invoice is finalised, the exact template state it was built from is frozen into that invoice's own record, and the PDF is generated from that frozen snapshot, never from whatever the template happens to say today.

Verified against

Checked by editing the live template after issuing an invoice and confirming the already-sent PDF and its record were unchanged.

What It Does, And What That Actually Means For Your Team

Reads a vendor invoice from an upload
Nobody manually types a vendor bill's numbers into your system again.
Independently re-verifies every total before trusting it
A misread digit gets flagged for a human, not filed as fact.
One fixed, branded template for client invoices
Build an invoice in minutes, not by copying and retyping last month's version.
Generates a real, branded PDF
Download it or email it directly, with no separate design step.
Freezes an invoice's template the moment it is sent
A later template change can never silently rewrite a document a client has already relied on.
Database backed sessions with immediate revocation
Deactivating a team member's access takes effect on their very next request, not whenever a token happens to expire.

In Daily Use At A Real Business

Purafall uses this system for their own invoicing today. This is working software inside a real finance workflow, not a demo built to look good on a page.

Read the full case study
The invoicing system DragmoLabs built has taken the manual work out of our billing, and the website gives us the premium brand presence we wanted too.
JJaved AkhterDirector, Purafall

The Offer

A Free Strategy Call, Not A Sales Pitch

Book a free strategy call and we walk through exactly how your invoicing actually works today, vendor and client side, where the manual retyping and the real risk actually sit, and whether this system is the right fit or overkill for your volume. No proposal fee, no obligation to move forward.

Included Free With This Offer

The Notion Sync, Set Up For YouWe configure the Notion database connection as part of the build, not as a separate line item, so every verified invoice lands somewhere your team already works.
The Extraction Schema We UseThe exact structured fields we extract from a vendor invoice, adapted to your document formats, so nothing important gets left out of the record.

Everything The Call Covers

  1. 01
    A written map of every invoice your business currently types or retypes by handYou cannot fix a process nobody has actually written down, and writing it down is the step almost everyone skips.
  2. 02
    A straight answer on whether this system is the wrong tool for your invoice volumeThe expensive version of this question is finding out after the build.
  3. 03
    The arithmetic verification approach we use, explained for your actual invoice formatsThe check that catches a misread number before it becomes a recorded fact.
  4. 04
    The failure list. Every real problem we hit building this system, and exactly what fixed each oneYou get the fixes without paying for the discovery.

We are not going to put a figure on that stack, because we would be making it up. What we can tell you is that every line on it is work we normally do inside a paid engagement, and on this call you get it before anyone has signed anything.

What The Call Costs

Nothing, and that is the whole of it. No invoice at the end, no proposal fee, no charge for the map you walk away with.

What it does cost you is one sitting, and some honesty about how many invoices your team actually retypes by hand today, because a map built on a tidied up version of your process is worth less than no map at all.

This is not what the build costs. We do not publish a price for the build, because we have not seen your invoice volume yet, and any figure printed on this page would be a guess dressed up as a quote. You get a real number after the call, in writing, for your situation.

No Countdown Here

There is no countdown on this page. We take a small number of builds at a time because the same people who scope your project end up building it, and when we are full we say so on the call rather than after you have waited weeks for a proposal.

A Privacy Promise, Not A Hard Sell
  • Your details are used to answer this one enquiry and nothing else.
  • We do not sell your information or add you to a marketing list.
  • If the honest answer is that you do not need what we build, you will hear that on the call, not a sales pitch anyway.
Read the full privacy policy

One command. No second option to weigh, no form buried three clicks down.

Request your free strategy call for the AI Invoice System below.

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We only use your details to reply to this inquiry.

P.S. Every invoice retyped from a copy of last month's version is a small, repeated bet that nothing gets mistyped this time. The map above costs you nothing and the call itself is free, so the real cost is the one your team is already paying every billing cycle.

Request your free strategy call above, or at minimum, count how many invoices your team retyped from scratch last month. The number tends to be higher than it feels.