The full run What it does How it works Proof FAQ Book a call

An agent built around your documents

We automate the work around your documents, not just the reading of them. We map how your paperwork runs today, connect the systems you already use, and build one agent that carries it through.

Your team only steps in when something needs a human decision.

Example workflow
Document processing agent Invoice Example
Inbound, email23:41

  • Opened it, it is an invoice0.4s
  • Read all 28 details off it0.7s
  • Checked the totals and the tax0.6s
  • Matched it to your order PO-44710.9s
  • Entered it in your accounts0.5s
Supplier Northgate Supplies Total £4,180.00 Filed Ready to pay
Read, checked and filed in 11 seconds, at 23:41.

Illustrative example. Simulated data, invented company names.

The nine it handles from day one

InvoicesPurchase ordersReceiptsW-9sInsurance documentsYour own formsShipping documentsApplicationsContracts

From their inbox to your system, without you.

One invoice, the whole job, on one screen: where it lands, what comes off the page, every check it runs against your own records, and each system it writes to.

  • Gmail
  • Drive
  • Dropbox
  • Scanner
Kaleo agent Idle
Reading

Invoice · 28 lines · scanned copy · no template

typeInvoice
supplierNorthgate Supplies
invoice_noINV-3921
date2026-03-14
po_refPO-4471
lines28
subtotal£3,483.33
tax£696.67
total£4,180.00
due2026-04-13

28 lines, one subtotal

£3,483.33

Tax rate

20%

£696.67

Ordered, delivered, billed

PO-4471500
DN-9920500
INV-3921500

All three agree

Paid before?

0 in 24 months

Bank details

on file••••4471 = on invoice••••4471

Unchanged

BillNorthgate Supplies · INV-3921£4,180.00
CodedMaterials, PO-4471due 13 Apr
StatusMatched, ready to pay23:41
  • read
  • checked
  • posted
  • filed
  • logged
  • Accounts
  • Database
  • Filing
  • Team
  1. Reads
  2. Extracts
  3. Verifies
  4. Acts
  5. Logs
Also connects to

Illustrative example. Simulated data, invented company names. Logos belong to their owners.

A document arrives. The work gets done.

One invoice arrives. Here is the difference.

The same invoice. A different workflow.

Without Kaleo

  • Read it
  • Type it
  • Check it
  • File it

9 minutes a document. Overcharges found months later, if at all.

With Kaleo

  • Reads it
  • Validates it
  • Updates your system
  • Flags exceptions

11 seconds a document. At 23:41, with nobody awake.

It reads them as one story.

Other tools read one page at a time. That is where the expensive mistakes hide.

You ordered 500 units Order PO-4471
They delivered 500 units Delivery note DN-9920
They billed 600 units Invoice INV-3921

Caught the day it landed, not at year end. Nobody paid it.

Do not just read the document. Finish the work.

A page of text is not an answer. Kaleo pulls the information out of the document, checks it against your records and your rules, and hands your systems a clean, structured result it can act on.

What arrived
NORTHGATE SUPPLIES LTD Invoice INV-3921  ·  14 March 2026 Total due  £4,180.00

A PDF on an email. No fields, no structure, nothing your software can read.

What your systems receive
supplier
Northgate Supplies Ltd
invoice_no
INV-3921
invoice_date
2026-03-14
po_ref
PO-4471
line_items
28
subtotal
£3,483.33
tax
£696.67
total
£4,180.00
due_date
2026-04-13
status
matched, ready to pay

Every field named, typed and checked. Posted straight into your accounts.

  1. Reads it
  2. Extracts the information
  3. Checks it against your records and rules
  4. Finds mismatches and gaps
  5. Validates it
  6. Hands over a structured result
  7. Acts in your systems
  8. Human only when needed
Book a call

Four steps. We do the heavy lifting.

We handle the setup. Your team uses the finished agent. The price is agreed before any work starts.

1

We scope it

A free 20 minute call. If an agent is the wrong answer, we say so.

2

You send us samples

A few of your real documents, and the checks you already do by hand.

3

You test it privately

It runs on your own documents where only you can see it. Push it hard.

4

It goes live

We deploy it and maintain it. A supplier changes their layout, we handle it.

Built by Kaleo.

Built by an engineer who has shipped real software for paying clients. The public record is below.

100%Job success on Upwork
5.0Rating across every review
24/7Always on processing, monitored

“Ibrahim delivered an exceptional piece of software architecture for our facility. We required a fully offline examination network with zero internet connectivity due to strict security protocols. He engineered a flawless Python backend and a custom data pipeline that completely eliminated our manual grading workflows.”

AMSC PAC K.Director of Training, NASTP · ETL examination and database architecture, May 2026

“Ibrahim built exactly what we needed and delivered it on time. He took the time to understand our requirements before writing any code.”

Verified client on UpworkAI agent development with LangChain, RAG and Python backend · Aug 2026

“Work was delivered as we needed.”

Verified client on UpworkSenior backend and AI engineer, LLM agent orchestration · Jul 2026

“I have a great time working with Muhammad Ibrahim, he is quick to the solution, fast, easily accessible…”

Verified client on UpworkData crawling and scraping · Jun 2026

“Passionate and eager to learn about the project scope, requirements and domain.”

Verified client on UpworkSoftware data developer · Mar to May 2026

The rating and job success score come from our public Upwork profile, linked at the bottom of this page. They cover software and automation work in general, not this agent at one particular company.

Who you will be dealing with.

Ibrahim Awan

Founder

Ibrahim Awan

I have spent years building production software for real businesses, so I know how to build something that still works six months later. I build every agent myself, so the person you talk to is the person doing the work.

Mahnoor Awan

Co-founder, Head of Business Development

Mahnoor Awan

Here at Kaleo, I work on turning opportunities into clients, partnerships and growth. I am driven by the potential of AI to transform how businesses operate. My motivation is to make Kaleo a trusted AI partner for growing businesses.

Book a free 20 minute call

Pick a time that suits you. No pressure and no sales talk. Bring one document you are tired of typing out, and we will tell you straight whether the agent can take it off you.

Choose a day

Any day of the week

Month

Choose a time

Pick a day first

Times are shown in your own time zone.

0 / 30

The questions we get first.

What does Kaleo do?

We build one AI agent for the documents your business receives, and we automate the work around the document rather than only the reading of it: the agent extracts the information, checks it against your records and your rules, updates your systems, chases what is missing, and flags anything a person needs to decide. Document work is all we do.

What can it actually automate?

We start with your documents and the work they set off, not a feature list. Reading, extraction, checks against your records and rules, system updates, filing and chasing missing paperwork can all be automated reliably. If a step needs a phone call, an outside verification, or human judgement, we automate everything around that step and leave that one to a person. We say which is which before you pay anything.

Can it work with our existing systems?

That is the intention. Xero, QuickBooks, Sage, NetSuite, HubSpot, Salesforce, Drive, SharePoint, Slack and Teams among others. It fits around what you run rather than replacing it, and on the call we tell you honestly what connects cleanly and what does not.

Does it replace our employees?

No. It absorbs the typing, filing, matching and chasing that fills a week. Your people are left with the judgement calls, which is the part they are actually paid for.

How does implementation work?

We map how your documents move today, connect your systems, build the agent, and test it on your own documents where only you can see it. Then we deploy it and maintain it. We handle the setup. Your team uses the finished agent.

Book a call