Concrete building, tower cranes and organized materials at a construction site

AI agent for construction finance operations

FINCIAN. Connected construction finance.

From purchase order creation to payment readiness. One intelligent workflow. Create POs through conversation, validate invoices, match transactions and resolve discrepancies — with your team in control.

Conversational PO creation · LivePO–invoice matching · LivePeople stay in control

From purchase order creation to payment readiness. One intelligent workflow.

Sample data · Illustrative preview
FINCIANHorizon Construction · Horizon HeightsIllustrative preview

Procurement overview

Connected purchase orders, invoices and supplier communication

Sample data · Amounts before applicable tax

Purchase orders

4

Payment-ready

2

Unmatched invoices

1

Invoice / SupplierLinked POAmountMatchingValidationCommunicationReadiness
PO-2026-0012₹2,40,000Needs reviewChecks passedIssue raised with supplier · Awaiting responseBlocked
PO-2026-0013₹8,42,500Automatically linkedChecks passedSupplier response received · Issue resolvedPayment-ready
PO-2026-0014₹1,76,400Manually linkedChecks passedSupplier confirmation on file · Issue resolvedPayment-ready
Not linked₹94,000UnmatchedNeeds reviewIssue not yet raised · PO confirmation pendingAwaiting review

Transaction detail · INV-2048

Apex Electrical Supplies · Electrical materials

Buyer
Horizon Construction
Line item
Industrial electrical fans
PO quantity × unit price
100 × ₹2,000
PO amount
₹2,00,000
Invoice amount
₹2,40,000

PO-2026-0012 ↔ INV-2048

Quantity mismatch · 20 additional units

Expected: 100 fans. Invoiced: 120 fans. Financial calculations pass, but the quantity discrepancy blocks payment readiness.

Supplier email communication

Issue raised with supplier · Awaiting response

Discrepancy communicated to supplier via Gmail on 01 Nov · Response pending before revalidation

PO matching & Gmail sending: live · No payment execution

Live today: conversational POs, PDF generation, email intake, extraction, validation, automatic and manual PO matching, Gmail communication and payment-readiness tracking.

The work between the documents

Construction projects run on complex procurement. AP shouldn’t run on spreadsheets.

POs live in one system. Invoices arrive in email. Delivery records sit with the site team. Finance becomes the bridge — comparing prices, quantities, taxes and totals, then chasing corrections. It shouldn’t be this fragmented.

Purchase orders

Agreed quantities and prices

Invoice emails

Different supplier formats

Delivery records

Quantities and site receipts

Supplier threads

Corrections and clarifications

FINCIAN

One connected transaction.
Original documents. Clear exceptions.
A visible path forward.

The product

Less checking. More moving forward.

Live PO creation, extraction, deterministic validation and matching — with unmatched queues, Gmail-based supplier communication and payment-readiness tracking.

Live today

Conversational Purchase Order Creation

Create structured purchase orders through natural-language conversations.

Create a PO for 100 electrical units from Apex.
Purchase order draft
PO-2026-0012 · Apex Electrical₹2,00,000
Live today

AI Extraction & Deterministic Validation

Extract invoice details and independently verify quantities, calculations, taxes and totals.

Independent financial checks
Quantity × unit ratePass
Line items = subtotalPass
GST + subtotal = totalPass
Live today

Automatic & Manual PO–Invoice Matching

Identify likely POs, link automatically with sufficient evidence, or review and link manually.

PO-2026-0012INV-2048
QuantityPOInvoice
Electrical units100120

20 additional units require clarification

Live today

Exception Management

Manage unmatched invoices and review queues; keep exceptions, corrections and revalidation together.

Quantity mismatch

INV-2048 → PO-2026-0012

Discrepancy raised with supplier

Supplier correction → Recheck → Payment-ready

Live today

Gmail-Based Supplier Communication

Send discrepancy emails and request corrections through Gmail, with your team in control.

Supplier email · Gmail

Re: INV-2048 / PO-2026-0012

Please clarify the additional 20 fans and send a corrected invoice.

Email sent at your team’s request

Live today

Payment-Readiness Tracking

See what’s ready, blocked or awaiting the supplier — without losing the transaction history.

INV-1872Checks passed
INV-2048Needs review
INV-3210Awaiting supplier

Readiness status · Not payment execution

Automation.
With accountability.

Independent calculations. Explicit exceptions. Human judgment where it matters. Payment-ready never means paid.

See the connected workflow

Conversational purchase orders · Live today

Create purchase orders simply by having a conversation.

Tell Fincian what your project needs. Our AI agent turns natural-language instructions into structured purchase orders, asking follow-up questions when important information is missing.

FINCIAN FINCIANIllustrative preview

Create a purchase order for 25 electrical fans, 10 office chairs and 5 LED lights.

FINCIANI can prepare that purchase order. Who is the supplier?

Northwind Electricals.

FINCIANGot it. What are the unit prices and applicable GST rates?

Fans ₹2,000, chairs ₹3,500 and LED lights ₹800 each. GST is 18% on all items.

Structured purchase order generated

HORIZON CONSTRUCTION

PURCHASE ORDER

PO-2026-0016 · 01 Nov 2026

SUPPLIER

Northwind Electricals

Electrical & site supplies

BUYER

Horizon Construction

Horizon Heights project

ItemQtyUnit priceGSTAmount
Electrical fans25₹2,00018%₹50,000
Office chairs10₹3,50018%₹35,000
LED lights5₹80018%₹4,000
Subtotal
₹89,000
GST
₹16,020
Total
₹1,05,020

Editable purchase order · PDF available · Sample data

Natural-language PO creation

Intelligent follow-up questions

Structured PO generation

Editable and downloadable POs

Intelligent PO–invoice matching · Live today

Every invoice connected to its purchase order.

Fincian connects supplier invoices with their original purchase orders, checks the financial details, and identifies discrepancies before they become payment problems.

PO-2026-0012 ↔ INV-2048Illustrative preview · Sample data

PURCHASE ORDER

PO-2026-0012

Apex Electrical Supplies

Industrial electrical fans

Quantity
100 units
Unit price
₹2,000
Line total
₹2,00,000

Before applicable tax

INCOMING INVOICE

INV-2048

Apex Electrical Supplies

Industrial electrical fans

Quantity
120 units
Unit price
₹2,000
Line total
₹2,40,000

Before applicable tax

Quantity mismatch

Matching status: Needs review

Expected quantity100 units

Invoiced quantity120 units

Difference20 additional units

Issue raised with supplier · Awaiting response

Discrepancy communicated via Gmail · Review → Supplier clarification → Correction → Revalidation

Automatic identification of potential PO matches

Automatic linking when evidence is sufficient

Manual linking when a match needs review

Unmatched invoice queues

Review queues for uncertain matches

Persistent invoice-to-PO relationships

The connected AP workflow

One connected transaction. From PO to payment-ready.

From the first purchase order to the last correction, preserve the relationship between documents, discrepancies, supplier emails and corrections — not just the data inside them.

  1. 01

    Conversational PO Creation

    Turn a conversation into an editable purchase order and PDF.

    Live today

  2. 02

    Supplier Invoice Received

    Receive supplier invoices directly from email or PDF upload.

    Live today

  3. 03

    AI Invoice Extraction

    Extract supplier details, line items, quantities and GST.

    Live today

  4. 04

    Financial Validation

    Independently recalculate subtotals, taxes and totals.

    Live today

  5. 05

    PO-Invoice Matching

    Link automatically when evidence is sufficient, or review and link manually.

    Live today

  6. 06

    Discrepancy Detection

    Compare agreed quantities and prices; surface exceptions.

    Live today

  7. 07

    Supplier Communication

    Send issue emails through Gmail with your team in control.

    Live today

  8. 08

    Correction and Revalidation

    Keep corrections and renewed checks with the same transaction.

    Live today

  9. 09

    Payment Readiness

    Track readiness after required checks pass and exceptions are resolved.

    Live today

THE CONNECTED AP WORKFLOW

  1. Purchase order

    Conversation → structured PO & PDF

  2. Invoice received

    Email & PDF intake

  3. Verification & matching

    Extraction, financial checks & PO linking

  4. Exceptions

    Evidence & explanations

  5. Supplier communication

    Gmail sending, corrections & revalidation

  6. Payment-ready

    Checks & exceptions resolved

Your team stays in control. Fully autonomous discrepancy-triggered emails and follow-ups are planned. FINCIAN does not execute payments or confirm bank settlement.

Construction, by design

Designed around the way construction businesses buy.

Materials. Machinery. Subcontractors. A single project can involve hundreds of transactions, each with its own documents and details.

01

Electrical materials

Cables, switchgear & electrical units

PO-2026-0012

02

Steel & structural materials

Rebar, beams & structural sections

PO-2026-0013

03

Cement & building materials

Cement bags, aggregates & blocks

PO-2026-0014

04

Equipment & machinery

Equipment rentals & machinery purchases

PO-2026-0015

05

Subcontractor invoices

Trade packages & progress bills

Project procurement

06

General project procurement

Site supplies & recurring purchases

Project procurement

Illustrative procurement use cases, not dedicated category integrations or specialized functionality claims.

The FINCIAN agent

Not another dashboard. An agent that moves work forward.

FINCIAN connects purchase orders, invoice checks and supplier communication in one construction finance workflow. Send issue emails through Gmail, track corrections and revalidate the same transaction before marking it payment-ready.

Beyond finding a problem: resolving it — with the supplier, clear evidence and a full history.

Your team sees every supplier thread.
FINCIAN agentIllustrative preview
FINCIAN

FINCIAN

Invoice INV-2048 does not match PO-2026-0012. The invoice contains 120 units, while the PO specifies 100.

INV-2048 PO-2026-0012
Raise this with the supplier.
FINCIAN

FINCIAN

Issue email sent through Gmail at your request. The correction and revalidation remain connected to this invoice and its purchase order.

Gmail email sent · Awaiting supplier correction

Illustrative preview · Sample data. Gmail sending is live; fully autonomous discrepancy-triggered communication, Slack and Google Chat are planned. No payment execution.

Built to work alongside your team

Keep your existing systems. Automate the work around them.

FINCIAN is designed to complement your finance and ERP systems, not replace them. Connect the operational work between documents while keeping your accounting workflow familiar.

Email & PDF intake

Already available

Invoice extraction & validation

Already available

Gmail-based supplier communication

Already available · Team-directed email sending

Slack & Google Chat

Planned

Accounting & ERP connections

Planned — no live integrations claimed

A few practical questions

Clarity before automation.

Let’s build a better workflow

Your construction finance workflow deserves an AI agent.

See how FINCIAN can simplify purchase order and invoice workflows for your business.

Explore live PO creation, invoice matching, supplier communication and payment readiness.

Pick a time that works for you

Choose a slot in our calendar and get an invitation straight to your inbox.

Book a demo