• Invoice received from vendor

    Done

  • Invoice received from vendor

    Done

  • Matching PO and approval rules

    Active

  • Matching PO and approval rules

    Active

  • Preparing journal entry

    Queued

  • Preparing journal entry

    Queued

  • Scheduling close checklist

    Queued

  • Scheduling close checklist

    Queued

Custom AI Agents for Finance Workflows

We consult, design, and deploy enterprise-grade custom AI agents that cut costs, improve speed, remove bottlenecks, and scale your finance & accounting operations — tailored specifically to your workflows.

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Suraj Agrawal

Founder & CEO at Whitechalk

The Shift

The organisations winning in 2026 aren't investing in more headcount. They're building autonomous AI workforces - systems that perceive, plan, and act across their entire operation without human supervision. 

The organisations winning in 2026 aren't investing in more headcount. They're building autonomous AI workforces - systems that perceive, plan, and act across their entire operation without human supervision. 

Capabilities

Automate finance & accounting with custom agents.

Every agent is designed around your chart of accounts, approval rules, controls, and systems. No generic workflow templates.

INPUT

AI

OUTPUT

Invoice email

Bank feed

Statement

Ai

Reads, matches, and reports

Entry prepared

Ledger updated

Exception routed

AI Workflow Orchestration

We map your repetitive finance processes and build agents that execute them end-to-end — from document intake and validation to approvals, postings, alerts, and audit logs.

Pattern background

Close Assistant

Online · Always available

Review open accruals and prepare the month-end close packet.

Retrieving ledger balances. Matching supporting documents. Flagging two variances above threshold. Drafting close summary for controller review.

Type a message

AI Operations Agents

AI agents trained on your accounting policies, approval matrix, and client or company workflows. They handle invoice triage, follow-ups, reconciliations, document requests, and first-pass close work while escalating exceptions.

Pattern background

2x

2x

Close

+140%

98%

98%

Match

+140%

60h

60h

Hours

+140%

Activity Overview

M

T

W

T

F

S

S

Automated Reporting & Controls

Agents continuously monitor GL activity, surface anomalies, generate controller-ready summaries, and deliver audit-ready reporting packs on any cadence across your accounting stack.

Agent Log

Running

  • 01

    New vendor bill detected in inbox

    Done

  • 02

    Checking approval policy

    Active

  • 03

    Drafting journal entry

    Queued

  • 04

    Scheduling close task

    Queued

AI Finance Operations

End-to-end agentic workflows for finance teams — from invoice capture and data validation through approvals, reconciliation, posting, reporting, and audit logging.

Pattern background

Capabilities

Automate finance & accounting with custom agents.

Every agent is designed around your chart of accounts, approval rules, controls, and systems. No generic workflow templates.

INPUT

AI

OUTPUT

Invoice email

Bank feed

Statement

Ai

Reads,

classifies,
and acts

Entry prepared

Ledger updated

Exception routed

AI Workflow Orchestration

We map your repetitive finance processes and build agents that execute them end-to-end — from document intake and validation to approvals, postings, alerts, and audit logs.

Pattern background

Close Assistant

Online · Always available

Review open accruals and prepare the month-end close packet.

Retrieving ledger balances. Matching supporting documents. Flagging two variances above threshold. Drafting close summary for controller review.

Type a message

AI Operations Agents

AI agents trained on your accounting policies, approval matrix, and client or company workflows. They handle invoice triage, follow-ups, reconciliations, document requests, and first-pass close work while escalating exceptions.

Pattern background

2x

2x

Close

+140%

98%

98%

Match

+140%

60h

60h

Hours

+140%

Activity Overview

M

T

W

T

F

S

S

Automated Reporting & Controls

Agents continuously monitor GL activity, surface anomalies, generate controller-ready summaries, and deliver audit-ready reporting packs on any cadence across your accounting stack.

Agent Log

Running

  • 01

    New vendor bill detected in inbox

    Done

  • 02

    Checking approval policy

    Active

  • 03

    Drafting journal entry

    Queued

  • 04

    Scheduling close task

    Queued

AI Finance Operations

End-to-end agentic workflows for finance teams — from invoice capture and data validation through approvals, reconciliation, posting, reporting, and audit logging.

Pattern background

Real Results

What changes when finance work is automated.

What changes when finance work is automated.

Across deployments, finance teams reclaim hours, reduce rework, and close faster because agents handle the repetitive work that slows finance & accounting down.

Across deployments, finance teams reclaim hours, reduce rework, and close faster because agents handle the repetitive work that slows finance & accounting down.

$0M

$0M

Saved in annual finance operations.

Saved in annual finance operations.

0%

0%

Faster month-end workflow execution.

Faster month-end workflow execution.

0+

0+

Accounting hours reclaimed monthly.

Accounting hours reclaimed monthly.

TASK

TASK

Invoice intake

Invoice intake

Bank reconciliation

Bank reconciliation

Close reporting

Close reporting

Audit documentation

Audit documentation

Exception follow-up

Exception follow-up

BEFORE

BEFORE

18 min/bill

18 min/bill

2 hrs/account

2 hrs/account

5 hrs/week

5 hrs/week

6 hrs/audit

6 hrs/audit

45 min/request

45 min/request

0h

0h

0h

0h

Manual accounting time

Manual accounting time

Manual accounting time

AFTER

AFTER

Auto-read

Auto-read

Matched

Matched

Generated

Generated

Audit-ready

Audit-ready

Routed

Routed

<0s

<0s

<0s

<0s

Agent time

Agent time

Agent time

Pattern background

AI

AI

Integrations

Works with the tools your finance team already uses.

No rip-and-replace. Whitechalk agents connect to your ledger, ERP, expense management, inbox, and document systems — then operate inside your approval rules and security perimeter from day one.

How It Works

Deployed and operational in 4 weeks.

Pattern background

Discovery & Architecture

We map your workflows, design the agent architecture, and define escalation logic. No code written until the blueprint is approved.

Discovery & Architecture

We map your workflows, design the agent architecture, and define escalation logic. No code written until the blueprint is approved.

Pattern background

Build & Integration

We build the multi-agent system, integrate with your existing stack, and test against real-world edge cases. Full documentation throughout.

Build & Integration

We build the multi-agent system, integrate with your existing stack, and test against real-world edge cases. Full documentation throughout.

Pattern background

Deploy & Govern

We deploy within your security perimeter, run a 30-day supervised live period, and hand over a monitoring dashboard. Yours to operate from day one.

Deploy & Govern

We deploy within your security perimeter, run a 30-day supervised live period, and hand over a monitoring dashboard. Yours to operate from day one.

About Us

We've architected over 115 autonomous AI systems. We know what actually works.

We're a small team of AI architects and systems engineers. No account managers. No juniors. The people you speak to are the people who build your system.

  • Agentic Orchestration

  • Multi-Agent Architecture

  • Enterprise AI

  • LLM Deployment

  • CRM Integration

  • 24/7 Support

  • Custom Chatbots

  • Digital Workforce Strategy

  • Compliance-Ready Systems

  • Data Extraction

  • Report Generation

  • AI Governance

  • Prompt Engineering

  • Task Routing

Why Choose Us

Six reasons accounting teams choose Whitechalk over building in-house.

We don't sell generic software. Every system is built specifically for how your business works.

Enterprise Security

SOC2 Type II certified infrastructure. GDPR-compliant data handling. On-premise deployment available for organisations with strict data residency requirements.

Governance by Design

Every agent includes human oversight protocols, full decision logging, and escalation rules. Nothing mission-critical executes without complete auditability and sign-off.

You Own Everything

No proprietary platform lock-in. Every system runs on open, auditable infrastructure — fully transferable to your internal team at any time.

Measurable from Day One

Every engagement begins with agreed KPIs and baseline measurements. We report against them weekly. You see the ROI before the 30-day mark.

Senior-Only Engagement

No account managers. The AI architects who scope your system are the same people who build and deploy it. Senior expertise throughout the entire engagement.

Scales Structurally

Systems architected to handle 10x volume increases without rebuilding. As your organisation grows, your AI workforce grows with it — no extra headcount required.

Testimonials

115+ deployments.
The outcomes speak for themselves.

115+

happy clients

“Our MIS packs used to depend on three people pulling data from ledger exports, spreadsheets, and emails. The agent now prepares variance notes and flags cash-flow risks before our Monday review.”

Rohan Mehta

Founder · NiveshOps

“Our MIS packs used to depend on three people pulling data from ledger exports, spreadsheets, and emails. The agent now prepares variance notes and flags cash-flow risks before our Monday review.”

Rohan Mehta

Founder · NiveshOps

“Whitechalk connected our GST reconciliations, bank feeds, and monthly close checklist into one agent workflow. Our team now catches exceptions before review instead of chasing them after month-end.”

Ananya Rao

Partner · Kavach Ledger

“Whitechalk connected our GST reconciliations, bank feeds, and monthly close checklist into one agent workflow. Our team now catches exceptions before review instead of chasing them after month-end.”

Ananya Rao

Partner · Kavach Ledger

Common Questions

Know what happens before starting an engagement.

Know what happens before starting an engagement.

Everything you need to know before starting an engagement with Whitechalk.

Do we need to replace our existing technology stack?

How do you handle data security and compliance?

What level of human oversight is maintained?

How long does a typical engagement take?

What happens after deployment?

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115+ happy clients

Ready to identify your highest-value agent opportunities?

Book a 30-minute discovery call. We’ll identify your highest-value accounting workflows and outline what a Whitechalk deployment would look like for your team.

Book a Strategic Demo

Review Case Studies →

115+ happy clients

Ready to identify your highest-value agent opportunities?

Book a 30-minute discovery call. We’ll assess your highest-value accounting automation opportunities and outline what a Whitechalk deployment would look like for your team.

Book a Strategic Demo

Review Case Studies →

115+ happy clients

Ready to identify your highest-value agent opportunities?

Book a 30-minute discovery call. We’ll identify your highest-value accounting workflows and outline what a Whitechalk deployment would look like for your team.

Book a Strategic Demo

Review Case Studies →