CHETRA
Connected Hub for Enterprise Tracking, Resources & Analytics
The operating layer for multi location businesses
See every site. Fix what matters first.
CHETRA puts every store, campus, clinic, kitchen and dark store on one screen. It ranks what needs attention, sends budget where it counts and proves every fix with photo evidence. No more chasing updates. No more guessing.
Live in weeks on the systems you already use. 5 sites or 500.
Sites monitored
126
+8 this month
Open issues
39
12 fewer than last week
Fixes verified
94%
+6 pts
Budget at risk
₹34L
9 priority sites
Fix first
Priority score
- 1Outlet 087 · Cold room temperature failureVendor: CoolTech92critical
- 2Campus 014 · Water and sanitation outageFacilities: R. Mehta88critical
- 3Clinic 009 · Imaging equipment downtimeBiomed: A. Khan71high
- 4Store 231 · Recurring pest control lapseOps: S. Iyer58attention
- 5Kitchen 042 · Exhaust hood service dueVendor: AirPro34stable
Verification
Before
Cold room at 11°C
After
Holding at 3°C
Photo verified · Outlet 087
Quarter budget
- Critical fixes48%
- Preventive32%
- Refits20%
what you get
Five things every network needs.
one layer, above the systems you already run- every.frame
Every site, one screen
One live picture of condition, issues and work across the whole network.
- ranked.frame
Ranked by risk
Know the ten things that matter most today, and why.
- budget.frame
Budget where it counts
Spend on the fixes with the biggest impact, not the loudest request.
- proof.frame
Proof, not promises
Before and after photos close every job, so done really means fixed.
- inspector.frame
Inspector ready
Timestamped records ready the moment an auditor or regulator asks.
The problem
More sites. Same hours in the day.
the loudest site gets fixed firstThe information exists. Leadership just can't see it all at once.
When you operate one location, you can walk the floor. When you operate 10, 50 or 200, you depend on managers, messages, spreadsheets, calls, inspections and periodic reports. The problem is not that information does not exist. The problem is that leadership cannot see the whole network at once.
- 01Fragmented informationReports, photos, maintenance requests, budgets, inspections and operational data live in different places.
- 02Priority by escalationThe location that shouts loudest often gets attention first.
- 03Resource blindnessBudgets and people are allocated without a consistent network wide view of urgency and impact.
- 04Delayed executionWork may be assigned, delayed or repeatedly reopened before leadership sees the pattern.
- 05Weak verificationCompleted does not always mean the underlying problem was solved.
The insight
You don't need another dashboard. You need to know what matters next.
CHETRA sits above your existing systems and turns operational signals into a prioritised action layer for leadership.
Existing systems
- POS
- ERP
- HMS
- School ERP
- HRMS
- Finance
- Maintenance
- Inspections
- Documents
- Photographs
- Spreadsheets
- APIs
Leadership action
- Unified location record
- Condition and health view
- Priority
- Resource allocation
- Action tracking
- Evidence
- Verification
- Outcome history
What CHETRA does
See it. Rank it. Fix it. Prove it.
one loop, every location- see.frame
step 01
See
Bring together the information that describes each location.
Know what is happening across the network.
- understand.frame
step 02
Understand
Build a single operational picture of the location, its issues, assets, interventions and history.
Know why it matters.
- prioritise.frame
step 03
Prioritise
Rank what needs attention using transparent rules and business context.
Know what comes first.
- allocate.frame
step 04
Allocate
Connect priorities with money, people, vendors and intervention capacity.
Put resources where they matter most.
- execute.frame
step 05
Execute
Assign interventions and track them from initiation to completion.
Know who is responsible.
- verify.frame
step 06
Verify
Use evidence and before and after checks to confirm the work was done and the situation improved.
Know what changed.
The command centre
Your whole network. One screen.
CHETRA gives central leadership a network level view without forcing them to open 50 separate reports.
- Network health
- Location ranking
- Critical issues
- Delayed interventions
- High cost interventions
- Recurring failures
- Resource allocation
- Verification queue
CHETRA tells you where to look before you have to ask.
Resource allocation
Every rupee sent to the fix that matters most.
Every organisation has a finite maintenance, infrastructure and intervention budget. CHETRA helps leadership decide where those resources should go first, using evidence from the network.
- ₹1 CrAvailable this quarter
- 27Open interventions
- 9High priority locations
- ₹34LPriority intervention pipeline
Illustrative figures. CHETRA does not promise guaranteed savings.
Instead of fixing whichever location escalates first, build a transparent intervention sequence based on condition, urgency, operational impact, risk and cost.
- Reduce avoidable delays
- Surface recurring failures
- Prioritise high impact interventions
- Improve budget visibility
- Reduce unnecessary management follow up
- Improve vendor accountability
- Identify underused and at risk assets
- Verify work before closure
Verification
Done means fixed. With proof.
Every intervention leaves a trail.CHETRA keeps evidence against the intervention so leadership can see what was reported, what action was taken, and what changed afterwards. Food safety regulators now re-inspect to verify rectification, so timestamped before and after evidence is the artefact both regulators and internal audit need.
- Issue reported
- Priority assigned
- Work approved
- Work executed
- Evidence uploaded
- Before and after comparison
- Verified
AI, positioned correctly
AI observes. The system prioritises. Humans remain accountable.
CHETRA can use AI to extract useful signals from photographs, documents, notes and operational records. It does not hide critical decisions behind a black box score.
- Photo understanding
- Document extraction
- Issue classification
- Before and after comparison
- Pattern detection
- Anomaly detection
- Operational summaries
- + Transparent
- + Traceable
- + Configurable
- + Evidence linked
industries
Built for networks that never stop.
Illustrative scenarios, not customer deployments.
Education
School chains · Education groups · Universities · Campuses
Manage every campus from one operating picture.
A central team cannot physically inspect every campus, every asset and every intervention.
Healthcare
Hospitals · Clinics · Diagnostics · Healthcare networks
Know which facility, asset or intervention needs attention first.
Multiple facilities create fragmented visibility across assets, maintenance, service quality, staffing, vendors and capital interventions.
Retail & Food
Restaurants · QSRs · Food chains · Stores · Supermarkets · Dark stores · Cloud kitchens
Keep every location visible, consistent and operational.
Head office can see sales numbers but often lacks a single operational picture of physical condition, execution and intervention priorities across locations.
Quick Commerce & Dark Stores
Dark stores · Cloud kitchens · B2B supply warehouses
Stay inspection ready across every store, every week.
Food safety regulators repeatedly cite rusted racks, pest infestation, cold room temperature lapses and missing pest control and calibration certificates, and they revisit to verify rectification. Across hundreds of stores, no central team can track every defect to verified closure.
Franchises
Multi unit operators · Master franchisees · Regional networks
See variance, intervention needs and execution across every unit.
More locations create more variance. Leadership needs a consistent way to see, prioritise and verify every unit.
Enterprise
Branches · Warehouses · Factories · Service centres · Facilities
Connect distributed operations into one management layer.
Distributed physical operations rarely roll up into one prioritised view for leadership.
- school-group
18 campuses. The central team needs to identify which campuses require infrastructure intervention this week.
- Condition
- High priority issues
- Maintenance pipeline
- Affected capacity
- Delayed work
- Verification status
- hospital-group
12 facilities. Operations leadership needs visibility into equipment downtime, facilities issues and intervention status.
- Facility health
- Asset issues
- Downtime risk
- Open interventions
- Evidence
- Completion verification
- restaurant-chain
80 outlets. Head office needs to identify operational and facility problems without waiting for monthly visits.
- Outlet health
- Recurring maintenance issues
- Kitchen equipment alerts
- Intervention status
- Regional patterns
- Vendor history
- franchise-network
35 franchise locations. Regional leadership wants consistent visibility across independently operated units.
- Location variance
- Operational flags
- Recurring issues
- Intervention priorities
- Evidence
- Verification
- quick-commerce-network
1,000+ dark stores. The network needs per store condition scores on the exact defects inspectors cite, ranked across the network, with photo verified closure before a regulator's revisit.
- Store condition
- Cold chain flags
- Pest control records
- Certificate expiries
- Refit priorities
- Verified closure
Why it is different
CHETRA is not replacing your systems.
Your organisation has already invested in systems that capture transactions, people, customers, finances and operations. CHETRA connects the operational picture across those systems and gives leadership a prioritised view.
Without CHETRA
- Multiple systems
- Manager reports
- WhatsApp and email
- Spreadsheet
- Escalation
- Inspection
- Follow up
- Uncertain closure
With CHETRA
- Connected data
- Unified location record
- Priority
- Action
- Resource allocation
- Evidence
- Verification
- Outcome history
Above your systems
CHETRA is an intelligence and action layer, not another replacement ERP.
Decision centric
The product is designed around what leadership needs to decide next.
Evidence linked
Important actions can be traced back to source information and execution evidence.
Implementation
Start with the network you already have.
No rip and replace implementation required.- connect.frame
step 01
Connect
Bring existing data, files and operational records.
- map.frame
step 02
Map
Create the CHETRA record for every location.
- run.frame
step 03
Run
Start seeing priorities, interventions, resource requirements and verification.
// Security and trust
- Role based access
- Tenant isolation
- Audit trails
- Evidence linked records
- Controlled access to sensitive information
- API and integration first architecture
questions
Asked before you ask.
- q01.frame
01What is CHETRA?
CHETRA is operating intelligence for organisations that run many physical locations. It connects to the systems you already use, builds one record per location, ranks what needs attention next, connects that to resources and people, and keeps evidence so completion can be verified.
- q02.frame
02Who is CHETRA for?
Organisations running multiple locations: school chains and education groups, hospital and healthcare networks, restaurant, food and retail chains, franchise networks, and enterprises with branches, warehouses, factories or service centres. A dedicated public sector environment serves government schools, hospitals and public infrastructure.
- q03.frame
03Does CHETRA replace our ERP, POS or HMS?
No. CHETRA sits above those systems. They record transactions, people, money and service operations. CHETRA turns those signals into one prioritised operating picture and an action layer for leadership.
- q04.frame
04How small can we start?
A pilot on 5 to 20 locations is the normal starting point. Connect existing data, map each location, then run the loop and measure visibility, prioritisation, execution and verification before expanding.
- q05.frame
05How is priority calculated?
By a published weighted formula, not a model. Condition risk, population or footfall served, criticality, structural and safety risk, cost efficiency and equity each carry a fixed weight. The weights are on the method page and can be configured for your organisation.
- q06.frame
06Where is AI used, and where is it not?
AI reads photographs, documents and notes into structured findings, compares before and after evidence, and detects patterns and anomalies. It does not set scores, rank locations or allocate resources. Every number that moves money is computed and traceable.
// pilot
Start small. See it work.
See results on 5 to 20 sites first.Run CHETRA on a representative part of your network. Measure visibility, prioritisation, response, execution and verification before expanding.