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Dark Store Management Software · Powered by the Store Operations AI Agent

Every dark store.
Every shift.
Running to the same standard.

A quick commerce network is only as fast as its slowest node. Hubler governs order fulfilment, inventory accuracy, replenishment, SOP compliance, hygiene audits, and cost obligations across every dark store — so every node performs to the same standard, every shift.

See dark store operations in action → Talk to a quick commerce specialist
Order fulfilment · SOP compliance · Inventory accuracy
Replenishment · Hygiene audits · Cost governance
Quick commerce expansion management
Connects to ERP, WMS, OMS, vendor portals, and lease accounting

Trusted by India's fastest-growing quick commerce and D2C networks

Swiggy Country Delight Licious Lenskart Bata ShareChat
Live deployment
One of India's largest quick commerce dark store networks

Deployed SOP compliance workflows across the dark store network — delivering measurable improvements in operational consistency and compliance visibility at hyperscale.

Read the proof →
The Problem

Quick commerce networks
break at operational scale.

A dark store has no customers on the floor. Every quality gap, compliance deviation, and operational failure is invisible until it surfaces as a fill rate drop, a platform flag, an SLA breach, or a food safety incident. At 10 nodes this is manageable. At 100 it is a systemic risk to network profitability and platform standing.

Fill rate and pick accuracy erode silently

Pick rate deviations, packing errors, and order SLA breaches happen at node level — invisible to operations heads managing the network. The platform metrics that reflect them arrive after the damage is done.

Inventory inaccuracy causes phantom stockouts

A product that is in the system but not on the shelf causes a failed order. Inventory accuracy — not just replenishment — is the real driver of fill rate in a dark store. Without structured cycle counts and variance workflows, inventory drift accumulates across every node.

Replenishment breaks at scale

Dark stores operate on defined replenishment windows. Late, incomplete, or misdirected replenishment directly impacts in-stock rates and platform visibility scores. Coordinating replenishment across dozens of nodes with different demand profiles cannot be done manually at network scale.

Compliance and hygiene are reactive

SOPs, hygiene standards, food safety obligations, and licence renewals are tracked manually — until an inspector arrives, a platform audit runs, or an incident occurs. By then the exposure already exists.

Cost structure is opaque

Each dark store carries rent, utility, maintenance, and licensing obligations. At network scale, these costs are material. Untracked, overpayments accumulate, renewals lapse, and the cost structure of the network is unknown.

The Dark Store Operations Loop

Every shift governed.
Every node visible.
Every obligation tracked.

A dark store operates in continuous shift cycles. Hubler governs each cycle as a loop — so the standard enforced at Node 1 on Monday morning is the standard enforced at Node 247 on Friday night.

Shift Opens
1
Opening Checks
hygiene · equipment · cold chain · staff readiness · inventory spot check
2
Operations
pick & pack · order SLA · replenishment · inventory accuracy
AI
Store Operations AI Agent
monitoring continuously — deviation detected → corrective workflow triggered
3
Mid-Shift Audit
hygiene · stock accuracy · SOP adherence · equipment status
4
Exception Management
SLA breach · stockout risk · equipment fault · hygiene deviation
5
Shift Closes
clean-down · cold chain · equipment check · handover documentation
6
Node Performance Captured
fill rate · pick accuracy · SLA compliance · cost obligations
Network Dashboard Updated
every node, every shift, in real time
What Hubler Governs

Seven operational domains.
One quick commerce execution layer.

Capability 01

Order Fulfilment Excellence

Fill Rate · SLA · Pick Accuracy

A dark store exists for one reason: fulfil orders quickly and accurately. Pick rate, pick accuracy, pack compliance, order SLA, and fill rate are the metrics that determine platform standing. Hubler governs the workflows that directly drive these metrics.

What's governed
  • Pick accuracy audits — structured checks on picking compliance against order specifications
  • Pick-to-pack workflow compliance — handover standards enforced
  • Order SLA monitoring — time-in-process tracked per order, breach risk surfaced before breach
  • SLA breach escalation — approaching SLA triggers immediate shift supervisor alert
  • Order readiness checks — packed orders verified before dispatch window
  • Fill rate monitoring — in-stock rate tracked in real time, stockout risk flagged
  • Order exception management — damaged items, substitutions, short picks via governed workflow
The outcome

Every order fulfilment deviation surfaced in real time — not in the next day's platform report. Fill rate and SLA performance governed at the workflow level.

Capability 02

Inventory Accuracy

Cycle Counts · Variance · Adjustments

A phantom stockout — a product the system shows as available that is not on the shelf — causes a failed order. At scale, inventory drift across nodes silently destroys fill rate. Hubler governs inventory accuracy through structured cycle counts, variance investigations, and stock adjustment workflows.

What's governed
  • Cycle count workflows — scheduled and unscheduled stock counts at configured frequency
  • Inventory variance detection — system vs physical count compared, variances above threshold flagged
  • Variance investigation workflows — assigned, documented, root cause captured
  • Stock adjustment approvals — adjustments above threshold require authorisation before posting
  • Near-expiry stock management — items flagged before becoming an order quality issue
  • Slow-moving and dead stock flags — items below velocity threshold surfaced for review
The outcome

Inventory accuracy score per node tracked over time. Phantom stockouts reduced. Low-accuracy nodes identified and corrected before they impact platform metrics.

Capability 03

Replenishment Workflows

Right Stock · Right Node · Right Window

Replenishment windows in quick commerce are tight. A missed window is a stockout. A short delivery is a fill rate hit. A wrong SKU is a picker exception. Hubler governs the replenishment workflow end to end — from request generation through delivery confirmation.

What's governed
  • Replenishment request generation — threshold-based, schedule-based, or AI-triggered
  • Replenishment approval routing — request → warehouse → dispatch → dark store confirmation
  • Inbound stock receipt confirmation — quantity and SKU confirmed at the node via mobile
  • Discrepancy handling — short deliveries, wrong SKUs, damaged stock flagged and routed
  • Replenishment SLA tracking — on-time and in-full rate per supplier and per route
  • Supplier performance visibility — delivery accuracy and lead time variance tracked across network
The outcome

Replenishment governed end to end — from request through confirmation and discrepancy resolution. In-stock rates protected at every window.

Capability 04

Operational Compliance & Food Safety

SOPs · Hygiene · Licences

In a dark store handling perishables, the gap between a compliance failure and a food safety incident is small. Hubler governs the full operational compliance stack — SOP adherence, hygiene and food safety audits, and licence renewals — as one connected layer across every node, every shift.

The outcome

Compliance is proactive across every node — not discovered when an inspector arrives. Audit-ready records exportable on demand for regulatory or platform review.

SOP Compliance
  • Opening and closing shift checklists with evidence capture
  • Picking and packing standard compliance
  • Staff uniform and PPE compliance
  • Corrective action workflows on deviation — assigned, tracked, escalated
  • SOP version control — updated SOPs deployed to all nodes simultaneously
  • SOP compliance rate by node, region, shift — visible in real time
Hygiene & Food Safety
  • Daily hygiene checklists — surfaces, storage zones, cold chain areas, waste disposal
  • Cold chain temperature logging — breach alerts with immediate corrective workflow
  • Perishable and date-code compliance — near-expiry items flagged before order pick
  • Pest control and deep-clean scheduling with evidence trails
  • FSSAI and food safety compliance configurable by jurisdiction
  • Hygiene incident reporting with full audit trail
Licensing & Compliance
  • Compliance register per dark store — every licence and permit with expiry date
  • Renewal alerts at 90, 60, 30, and 7 days before expiry
  • Renewal workflow routing — document collection, approval, and confirmation tracked to closure
  • Complete compliance document repository per node — exportable on demand
Capability 05

Staff & Shift Management

The right people. The right shift.

Shift workers — pickers, packers, supervisors, and delivery coordinators — determine whether every order in that shift window is fulfilled to standard. Hubler governs shift readiness, task compliance, and handover quality across every node.

What's governed
  • Shift readiness checks — staff present, PPE compliant, briefed on day's priorities
  • Task assignment and tracking — picking assignments, replenishment tasks, hygiene duties
  • Shift handover documentation — open issues, low stock alerts, equipment faults passed to incoming shift
  • Training compliance tracking — required certifications current for every staff member
  • Incident reporting — injuries, near-misses, equipment faults reported, investigated, and closed
  • Staff compliance performance by node — audit scores and task completion rates tracked
The outcome

Every shift starts ready. Every handover is documented. No issue falls through the gap between shifts.

Capability 06

Equipment & Asset Management

Every asset. Tracked.

Cold chain equipment failure mid-shift is not a maintenance issue. It is an order fulfilment incident and a potential food safety event. Hubler tracks every asset, schedules preventive maintenance, and triggers corrective workflows before failures occur.

What's governed
  • Asset register per dark store — every unit with location, condition, maintenance schedule, warranty
  • Preventive maintenance scheduling — triggered by asset age, usage, and manufacturer guidelines
  • Equipment fault reporting — reported via mobile, routed to maintenance team with SLA
  • Cold chain equipment monitoring — temperature breach alerts with immediate corrective workflow
  • Picker device and technology asset tracking — assignments, loss reporting, replacement workflows
  • Fire safety and emergency equipment checks — scheduled, evidenced, and logged
The outcome

Preventive maintenance prevents cold chain failures. Asset faults resolved within SLA. Every piece of equipment tracked across the network.

Capability 07

Cost Governance & Dark Store Economics

Cost per order · Occupancy · Utility spend

Dark store economics are thin-margin and high-volume. The cost structure of each node — rent, utilities, maintenance, staffing, and licensing — directly determines cost per order. At network scale, ungoverned costs erode profitability silently. Hubler tracks every cost obligation per node.

What's governed
  • Rent payment scheduling from lease terms — governed by the Lease AI Agent
  • Rent escalation management — applied automatically at the agreed schedule
  • Lease renewal alerts — configured lead times ahead of renewal windows
  • Utility bill management — electricity, water, internet validated against meter readings and benchmarks
  • Maintenance and security contract payments — matched to service confirmation before release
  • Occupancy cost per order, utility spend per sq ft, maintenance cost trend per node
  • Cost anomaly detection — nodes deviating from network benchmarks flagged for review
The outcome

The cost structure of every node is visible and governed. Overpayments caught before they accumulate. Dark store economics controlled at network scale.

→ Every dark store lease governed for its full life — rent, escalations, IFRS 16, and renewals — by the Hubler Lease AI Agent.
Store Operations AI Agent

The AI agent that never
leaves the floor.

An operations head cannot be in every dark store every shift. The Store Operations AI Agent is. It monitors SOP completion, audit outcomes, inventory variances, replenishment delays, equipment faults, and compliance obligations continuously — across every node simultaneously. Instead of waiting for a report, a visit, or a platform flag, the agent identifies risk, launches corrective workflows, escalates SLA breaches, and tracks resolution automatically.

Deviation detection

SOP non-completion, hygiene audit failures, inventory variances above threshold, and replenishment delays are detected in real time — not in the next morning's report.

Corrective workflow launch

When a deviation is detected, the agent launches the appropriate corrective workflow immediately — assigned to the right owner, with a defined SLA and escalation path if the SLA is missed.

SLA breach prediction

Order SLA risk is surfaced before the breach occurs — not after. The agent identifies orders approaching SLA thresholds and triggers shift supervisor alerts with sufficient time to act.

Network anomaly surfacing

Nodes deviating significantly from network benchmarks — in fill rate, SOP compliance, inventory accuracy, or cost — are identified and escalated to operations leadership before they become systemic problems.

Continuous improvement feed

Every corrective action completed, every variance investigated, and every audit score recorded feeds back into the network performance model — so the agent gets better at predicting risk at every node over time.

Dark Store Expansion Management

Open new nodes faster.
Miss nothing.

For quick commerce networks, expansion velocity is a competitive advantage. The speed at which you can open a new node — site approved, lease signed, fit-out complete, compliance ready, inventory loaded, first shift live — determines how quickly you capture new catchments. Hubler governs every stage of dark store setup as a project, so new nodes open faster and launch ready.

1
Site Approved
Catchment scored, rental benchmark met, approval documented
2
Lease Signed
Ingested into Lease AI Agent — rent, escalations, and renewal obligations governed from day one
3
Fit-Out Completed
Milestones tracked, vendor payments matched to completion, assets registered during installation
4
Compliance Ready
Trade licence, FSSAI, fire NOC — every permit confirmed before launch
5
Inventory Loaded
Opening stock received, counted, confirmed accurate against inventory system
6
Launch Approved
Pre-launch readiness confirmed — SOPs deployed, staff briefed, equipment certified
Node Live
Contributing to network — governed from the first shift

Every new node inherits the full operational configuration of your existing network — SOPs, audit checklists, compliance register, and cost workflows — deployed from day one. Not rebuilt.

→ See the full store lifecycle — from site selection through to ongoing operations.
Dark Store vs Retail Store

Same governance platform.
Different operational model.

DimensionRetail StoreDark Store
Customers on floorYesNo
Primary performance KPISales per sq ftFill rate / order SLA
Pick speedN/ACore operational metric
Pick accuracyN/ACore operational metric
Order SLAN/ACore operational metric
Inventory accuracyImportantMission critical
Fill rateSecondaryCore KPI
Primary complianceBrand and service SOPsHygiene and food safety SOPs
Audit frequencyWeekly / monthlyDaily / per shift
Cold chain managementLimitedCore operational requirement
Replenishment urgencyHours to daysMinutes to hours
Cost focusOccupancy cost ratioCost per order
Platform accountabilityFootfall / NPSFill rate / on-time delivery

Hubler governs both — configured to the SOP, audit frequency, compliance requirements, and performance metrics of the format you operate.

Connected Across Hubler

Dark store operations connects
every Hubler capability.

Lease Management

Every dark store lease governed for its full life — rent, escalations, renewals, and IFRS 16.

Explore Lease Management →

Procurement & Replenishment

Replenishment POs and vendor invoices matched and governed end to end.

Explore Procurement →

Vendor Management

Supplier performance tracked — delivery accuracy, lead time variance, and damage rate across your replenishment network.

Explore Vendor Management →

Three-Way Matching

Every replenishment invoice matched to PO and delivery confirmation before payment.

Explore Three-Way Matching →

Asset Management

Every dark store asset tracked — refrigeration, picker devices, fire safety, and equipment.

Explore Asset Management →

Store Lifecycle Management

The full lifecycle — from site selection through to ongoing dark store operations.

Explore Store Lifecycle →
Proof

Quick commerce networks
already running on Hubler.

One of India's largest quick commerce networks
Challenge

Managing SOP compliance, hygiene standards, and operational consistency across a rapidly expanding dark store network — where every node runs independently but every node must meet the same standard.

What Hubler did

SOP compliance workflows, hygiene audit management, and operational governance deployed across the dark store network — with real-time compliance visibility at the network level.

Measurable improvement in operational consistency and compliance visibility across the dark store network
Country Delight · Farm-to-home fulfilment network
Challenge

Complex procurement and delivery operations across a 400+ city network — manual coordination consuming operations capacity.

What Hubler did

Procurement workflows, vendor management, and operations governance structured and run through the execution layer.

Zero manual processes in procurement and delivery operations
Who It's For

Every team running
a quick commerce network.

VP / Head of Operations
The problem

"I manage a network of dark stores across cities. My fill rate, SOP compliance, hygiene audit status, and replenishment performance are lagged indicators. I find out something is wrong when a platform flag arrives or a customer complains."

What Hubler gives you

Real-time network operations dashboard — fill rate, SOP compliance, inventory accuracy, hygiene audit scores, open corrective actions, and replenishment completion across every node. Deviations surface before they become platform flags.

Head of Expansion
The problem

"We need to open new dark stores faster than our current process allows. Site evaluation, lease signing, fit-out, compliance setup, inventory loading, and launch readiness all need to happen in parallel, at speed."

What Hubler gives you

Every dark store setup governed as a project — site scoring through lease ingestion, fit-out milestones, compliance setup, inventory load confirmation, and launch readiness sign-off. New nodes inherit existing network configuration from day one.

Chief Financial Officer
The problem

"Each dark store is a cost centre. Cost per order, occupancy cost ratio, and utility spend are the metrics that determine whether each node is profitable. I cannot see these in real time across the network."

What Hubler gives you

Cost obligation governance and performance visibility per node — rent governed from lease terms, utilities validated against consumption benchmarks, cost per order visibility when order volume data is connected. The cost structure of your network, visible and governed.

Food Safety & Quality Manager
The problem

"Hygiene and food safety compliance across a dark store network handling perishables is a regulatory obligation and a platform requirement. I cannot confirm daily hygiene audits are happening at every node, every shift."

What Hubler gives you

Structured daily hygiene checklists with photo evidence, cold chain temperature logging, near-expiry flagging, and a complete food safety audit trail per node — exportable on demand for regulatory or platform review.

Questions

What quick commerce operations
teams ask.

How does Hubler improve fill rate and order SLA?
Hubler governs the operational workflows that directly drive fill rate and SLA — inventory accuracy through cycle count workflows and variance detection, replenishment through end-to-end workflow management, pick and pack compliance through SOP checklists, and SLA breach prediction through real-time order monitoring. The Store Operations AI Agent monitors these metrics continuously and triggers corrective actions before a breach or stockout occurs.
How does inventory accuracy management work?
Inventory accuracy is governed through structured cycle count workflows — scheduled or unscheduled — at configurable frequency. Physical counts are compared against system quantities, variances above threshold are flagged, and investigation workflows are assigned to the node manager. Stock adjustments above a configured value require authorisation before posting to the inventory system. Inventory accuracy scores are tracked per node over time, and low-accuracy nodes are identified and investigated. Near-expiry and slow-moving stock is surfaced separately before it affects order quality.
What does the Store Operations AI Agent actually do?
The agent monitors SOP completion rates, audit outcomes, inventory variance trends, replenishment delays, equipment fault status, and compliance obligations continuously — across every node in your network. When a deviation, risk, or anomaly is detected, the agent launches the appropriate corrective workflow, assigns it to the right owner, sets a resolution SLA, and escalates automatically if the SLA is missed. It also surfaces nodes deviating from network benchmarks in fill rate, compliance, inventory accuracy, or cost — so operations leadership acts on signals, not incidents.
How does dark store expansion management work?
Each new dark store opens as a governed project — site approval documented, lease ingested into the Lease AI Agent, fit-out milestones tracked with vendor payments matched to completion, compliance register set up with all required permits confirmed, opening inventory received and counted, and pre-launch readiness confirmed before the first shift. Every new node inherits the full operational configuration of your existing network — SOPs, audit checklists, hygiene workflows, and cost rules deployed from day one, not rebuilt.
How does cost per order tracking work?
Hubler tracks the controllable cost obligations of each dark store — rent governed from lease terms, utilities validated against meter readings and consumption benchmarks, maintenance contracts matched to service delivery. Cost per order visibility is available when order volume data from your OMS or platform is connected to Hubler — occupancy cost, utility spend, and maintenance costs divided by order volume per node, giving Finance and Operations visibility into which nodes are operating within benchmark and which are deviating.
How does this handle networks at different scales?
The platform is designed for network scale. Configuration done once — SOPs, audit checklists, compliance registers, replenishment workflows, and cost rules — deploys across all nodes simultaneously. Adding a new dark store means deploying the existing configuration to the new node in days, not rebuilding from scratch. The network dashboard aggregates performance across all nodes regardless of count. Hubler has been deployed on quick commerce networks at hyperscale.
What systems does Hubler connect to?
Hubler connects to ERP systems (SAP, Oracle, Microsoft Dynamics, NetSuite, Tally), WMS and warehouse platforms, inventory management systems, order management systems and quick commerce platforms, vendor portals, and lease accounting systems. Standard bidirectional integration patterns are available for major enterprise systems. Custom integrations are scoped during implementation.
How long does it take to deploy?
The first dark store workflow is typically live in 4 weeks — most commonly order fulfilment compliance and SOP management. Additional modules are added in subsequent phases. After the first deployment, additional nodes inherit the configuration and go live in days. Because Hubler is configured to your operating model rather than built from scratch, network rollout accelerates with each node added.
Resources

Case studies, guides, and templates.

Explore how quick-commerce and dark store teams automated execution — and where to start.

Govern Your Network

See your dark store network
governed in real time.

Your SOPs, your order SLA requirements, your hygiene standards, your replenishment windows, your compliance obligations, your cost structure. We will show you exactly how Hubler governs your quick commerce network — from a single node to hundreds — in 30 minutes.

Book a Demo → Talk to a quick commerce specialist
One of India's largest quick commerce networks runs on Hubler
Order fulfilment · Inventory accuracy · SOP compliance · Cost governance
First workflow live in as little as 4 weeks
Trusted by 100+ customers
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