AI operations orchestration

Orchestrate Your Operations
Through WhatsApp & Voice

Munshi helps owners and managers assign work, collect updates, verify execution, escalate delays, and coordinate vendors without manually chasing every call, chat, and shift.

Businesses validatedBusinesses in active onboardingWilling-to-pay validation
Munshi on WhatsApp
Attendance

OK Ramesh - Present, Shift 1

Verified Summary

42 present | 6 done | 3 escalated

THE OPERATIONS GAP

Your business is working. It is not working together.

The problem is not effort. It is the silence between people, systems, vendors, and leadership.

People

Operational work runs through calls, chats, memory, and verbal coordination. Tasks move only when someone remembers to chase them.

Systems

Your business systems only reflect what gets entered. Updates arrive late, incomplete, or after the issue has already become expensive.

Leadership

Owners and managers become the coordination bottleneck, spending their day asking for updates instead of making decisions.

HOW MUNSHI WORKS

From instruction to verified summary

Munshi behaves like an operational coordinator that never forgets who needs to do what, when to follow up, and when to escalate.

1

Task created naturally

Assign an inventory audit, follow up with a vendor, check attendance, or collect a shift report in plain language.

2

Munshi delegates automatically

Munshi routes the work to the right worker, manager, department, or vendor with the context they need.

3

Teams respond naturally

People reply through WhatsApp, voice, images, or text. No separate workforce app or dashboard training required.

4

Munshi verifies execution

Visual proof, proof validation, and accountability checks turn updates into reliable operational records.

5

Leadership gets the summary

Owners and managers receive a verified view of what happened, what is delayed, and what needs a decision.

Platform Expansion

Munshi scales across your operational stack

Start with the work people do every day, then connect that execution to systems, locations, vendors, and business-wide workflows.

01
Human operations

Connect People

Coordinate people, execution, and communication from one operational layer.

Workforce coordination
Attendance visibility
Task delegation
Escalation management
Vendor follow-ups
02
Business software

Connect Systems

Unify operational execution with the systems your business already depends on.

ERP-linked workflows
CRM-connected operations
Reporting synchronization
Operational data movement
03
Business-wide orchestration

Connect Everything

One operational command layer across your entire business.

Cross-functional workflows
Multi-location operations
People + vendors + processes + systems

CAPABILITIES

Business workflows, not disconnected features

Munshi organizes operational work into the flows teams already run every day: people, tasks, inventory, vendors, finance, and communication.

Attendance

Shift report

Supervisor follow-up

Escalation

Munshi collected the update and routed the next step.

Daily Operations

Keep the operating rhythm visible

Munshi coordinates the daily work that usually disappears into calls, chats, and supervisor memory.

Attendance tracking
Workforce coordination
Escalation management
Supervisor follow-ups
Turn assignments into accountable completion
Task Execution

Turn assignments into accountable completion

Tasks are delegated, followed up, completed with proof, and summarized so managers know what moved and what did not.

Task assignment
Completion tracking
Proof collection
Accountability workflows

Stock alert

Reorder request

Purchase approval

Vendor follow-up

Munshi collected the update and routed the next step.

Inventory & Procurement

Surface stock and purchase issues earlier

Munshi turns stock checks, replenishment requests, approvals, and vendor coordination into guided operational flows.

Stock alerts
Replenishment workflows
Purchase approvals
Vendor coordination
Coordinate external partners without manual chasing
Vendor Management

Coordinate external partners without manual chasing

Vendors can receive reminders, confirm dispatches, respond to delivery coordination, and stay accountable through the same familiar channels.

Vendor follow-ups
Dispatch confirmations
Payment reminders
Delivery coordination

Bookkeeping

Payment follow-up

Collections

Approval

Munshi collected the update and routed the next step.

Finance Operations

Move finance follow-ups into the workflow

Munshi helps teams coordinate bookkeeping inputs, payment follow-ups, collections reminders, and finance-related approvals.

Bookkeeping coordination
Payment follow-ups
Collections reminders
Approval nudges
Use the interfaces your teams already understand
Communication Layer

Use the interfaces your teams already understand

Munshi works through WhatsApp-native, multilingual, voice-enabled workflows so frontline adoption does not depend on a new app.

WhatsApp native
Multilingual communication
Voice interactions
Zero learning curve

ROLE-BASED USE CASES

Every operator gets the interface they need

Munshi connects leadership, managers, workers, and vendors without forcing everyone into the same software experience.

Visibility without daily chasing
Control and decisions
Owners

Visibility without daily chasing

See what is happening across teams, vendors, and locations before small delays become business problems.

Verified operating summaries
Escalations that need attention
Multi-location visibility
Decision-ready updates
Delegate work and prove execution
Execution and accountability
Managers

Delegate work and prove execution

Assign tasks, track completion, collect proof, and know exactly where follow-up or escalation is required.

Automatic delegation
Supervisor follow-ups
Proof collection
Delay escalation
Respond in the way they already work
Simplicity and familiarity
Workers

Respond in the way they already work

Workers do not need a dashboard. They can reply through WhatsApp, voice, image, or simple text.

No new app
Voice-friendly updates
Image proof
Zero training friction
Keep external coordination moving
Communication and responsiveness
Vendors

Keep external coordination moving

Vendors receive follow-ups, confirmations, and reminders in a format that keeps procurement and delivery moving.

Dispatch confirmations
Delivery coordination
Payment reminders
Faster responses

INDUSTRY USE CASES

Built for operationally intense businesses

Munshi fits teams where work moves across people, locations, vendors, and time-sensitive follow-ups.

Manufacturing

Coordinate shift attendance, production tasks, machine issue escalation, inventory checks, and supervisor reports from the floor.

Pharma

Track batch-adjacent operational tasks, vendor follow-ups, dispatch confirmations, audit proof, and daily compliance coordination.

Construction

Collect site check-ins, assign work packages, verify photo proof, escalate material delays, and coordinate contractors.

Restaurants

Manage staff attendance, prep checklists, stock shortages, purchase approvals, and vendor delivery follow-ups across outlets.

Retail

Coordinate store opening tasks, stock replenishment, cashier updates, merchandising checks, and multi-outlet summaries.

Distribution

Follow up on dispatches, collect delivery confirmations, manage payment reminders, and surface bottlenecks across routes.

Why Not Another System?Because Execution HappensOutside The Dashboard.

Traditional systems store data. Workforce apps create adoption friction. Fragmented chats create confusion. Munshi sits in the middle as the command layer that drives work to completion.

Comparison

Traditional systems

Records what someone enters later.

Workforce apps

Ask frontline teams to learn another tool.

Fragmented communication

Leaves ownership, proof, and follow-up unclear.

Munshi

Runs the workflow inside WhatsApp and voice, then verifies the outcome.

WhatsApp-native workflows

Teams work from the channel they already use every day.

Proof-based updates

Execution is backed by verification, not only verbal confirmation.

Vendor coordination

External follow-ups become part of the same operating rhythm.

WHAT CHANGES OPERATIONALLY

Less chasing. More verified movement.

Munshi changes the operating rhythm of the business, not just the reporting layer.

Know attendance before the day starts

Leadership begins the day with a clear view of workforce availability and exceptions.

Work gets completed without chasing

Munshi follows up, collects proof, and escalates when work is stuck.

Vendors respond faster

Follow-ups, dispatch confirmations, and payment reminders stay visible and consistent.

Inventory issues surface sooner

Stock alerts and replenishment workflows reach the right person before the shortage spreads.

Managers focus on execution

Managers spend less time asking for status and more time removing blockers.

Operations become repeatable

Daily routines, approvals, and summaries stop depending on memory and manual coordination.

DEMO

See Munshi Run Your Operations

Watch the operating flow: assignment, delegation, natural response, proof validation, escalation, and verified leadership summary.

WhatsApp
Voice
Proof
Verified
What you will see

A guided walkthrough of real operating work

See how Munshi turns scattered follow-ups into a controlled workflow from task creation to verified leadership summary.

01

Assign operating work

A manager creates attendance, inventory, and vendor follow-up tasks in plain language.

02

Collect natural responses

Workers reply through WhatsApp, voice, image, or text without opening a new app.

03

Verify and summarize

Munshi validates proof, escalates delays, and sends leadership a clean operating summary.

5

Steps

4

Channels

1

Summary

FAQ

Questions operators ask before a demo

Munshi is built for real teams, vendors, managers, and owners who need operations to move without manual chasing.

Do my workers need a new app?

No. Munshi is designed around the interfaces workers already use, especially WhatsApp and voice. The goal is to remove training friction, not add another workforce tool.

Does Munshi work on WhatsApp?

Yes. WhatsApp-native workflows are central to Munshi. Teams can receive tasks, send updates, share proof, and respond to follow-ups without moving into a separate app.

Can teams use voice instead of typing?

Yes. Workers and vendors can respond naturally with voice when typing is inconvenient. This is useful for field teams, shop-floor workers, site staff, and multilingual teams.

Can Munshi work in local languages?

Yes. Munshi is built for multilingual operating environments where workers may prefer Hindi, English, Hinglish, or local-language communication.

How does task verification work?

Munshi can request proof such as photos, text confirmations, voice notes, or structured responses. It then connects those updates to the task so managers receive a verified summary instead of scattered messages.

Can vendors interact directly?

Yes. Vendors can receive follow-ups, payment reminders, dispatch confirmations, and delivery coordination messages directly through the same communication layer.

Is Munshi suitable for multi-location businesses?

Yes. Munshi is useful when owners and managers need visibility across outlets, sites, shifts, departments, or vendor networks without manually calling each location.

How does leadership receive updates?

Leadership receives concise summaries of completed work, pending items, escalations, and decisions required. The focus is on verified operational clarity, not more dashboard noise.

How much operational involvement is required from my team?

Your team defines the workflows, roles, and escalation rules. After that, Munshi handles routine delegation, reminders, update collection, and summaries inside the daily operating rhythm.

Is Munshi difficult for workers to use?

No. Workers interact through simple prompts, replies, images, and voice notes. The experience is intentionally familiar so adoption does not depend on software training.

Can Munshi help with attendance and task tracking together?

Yes. Attendance, task assignment, completion tracking, proof collection, and escalation can work together so managers understand both who is available and what is getting done.

Can Munshi coordinate across departments?

Yes. Munshi can route work across operations, procurement, finance, supervisors, workers, and vendors so the right people receive the right follow-up at the right time.

Book a Demo

Stop chasing operations. Start receiving verified movement.

See how Munshi can coordinate workers, managers, vendors, and daily workflows through the channels your business already uses.

Map your daily operations
See WhatsApp and voice workflows
Walk through task, vendor, and escalation flows
Automatic follow-ups
Proof-based execution
Vendor coordination
Verified leadership summaries

Turn scattered follow-ups into one operating layer your team can actually use.