SVC / 01
Process Automation
We map, digitise and automate the manual workflows that cost you the most: data entry, document processing and syncing between systems, running around the clock without a person in the loop.
< RETAIL & MANUFACTURING SPECIALISTS >
/// CHENNAI, INDIA
We walk your floor first. Then we build.
AI Systems
For Retail &
Manufacturing.
Deda Systems builds on-premise AI automation, ML models and digital systems for retail and manufacturing businesses, and nothing else. Founded in Chennai in 2025, we spend days inside your operations before writing any code.
02
Industry verticals:
retail and manufacturing
retail and manufacturing
0→1
Full-stack delivery,
one team end to end
one team end to end
On-Site
Discovery before
every engagement
every engagement
001 / SEGMENTS
Built for Retail
and Manufacturing.
We chose depth over breadth. Every framework, model and automation pattern we own was built for a retail chain or a factory, and we do not take work outside those two sectors.
Retail Chains,
Run on Numbers.
Whether you run two stores or two hundred, the problems are the same: stock you cannot see, buying by instinct, and month-end reports that arrive too late to act on. We fix those first.
- R01See Stock Across Every Branch
- One live stock position across all locations, with reorder triggers and dead-stock alerts instead of weekly manual counts.
- R02Plan Buying From Demand Data
- Branch-level demand forecasting from your own sales history, with profit visibility per store and per category.
- R03Month-End Without Spreadsheets
- Finance, compliance and bank data reconciled automatically, so closing the month is a report you read rather than a week your accounts team loses.
- R04Know Which Customers Are Leaving
- Purchase-pattern analysis that flags churn risk and loyalty opportunities while there is still time to act.
- R05Keep the ERP You Have
- SAP B1, Tally or a custom stack stays where it is. We add the intelligence layer on top of it.
Stock Position
LIVE
Every branch in one view, in place of weekly manual counts.
Month-End Close
AUTO
Bank, GST and ERP data reconciled by the system and reviewed by your team.
Buying Decisions
DATA
Forecasts from your own sales history, per branch and per category.
Factory Floor
Intelligence.
Most plants we walk into still run on paper job cards and end-of-shift phone calls. We digitise what is already happening on the floor, add prediction where it pays, and leave the machines and the ERP as they are.
- M01Downtime You See Coming
- Models trained on your own machine sensor data flag failure conditions before the line stops.
- M02Defects Caught Before Dispatch
- Vision inspection tuned to your product variants, running on the line instead of on a sample table.
- M03From Paper Job Cards to Live OEE
- Work orders, run tracking and shift reporting captured at source and traceable end to end.
- M04Supplier Risk & Lead Time
- Procurement scored against your real delivery history rather than a purchase manager's memory.
- M05Energy & Material Waste
- Cost leakage located per machine, per shift and per batch, with a rupee value on each.
Machine Downtime
EARLY
Failure conditions flagged from your sensor data before the line stops.
Quality Checks
ON-LINE
Vision inspection on the line, in place of a sample table.
Data Capture
SOURCE
Captured where the work happens, in place of paper job cards.
002 / SERVICE LINES
Automation, ML
and AI Services.
Six service lines, from data infrastructure to AI systems running in production. The tools we use are listed at the foot of this page.
SVC / 02
ML Model Development
Custom models for demand forecasting, anomaly detection and classification, trained on your operational data and deployed as APIs your existing systems can call directly.
SVC / 03
AI Systems & Agents
LLM-based systems that answer questions from your business data: document intelligence, operational Q&A and automated reporting. Fully private, and on-premise where required.
SVC / 04
Data Pipelines & Dashboards
Your ERP, POS systems and spreadsheets consolidated into one source of truth, with live dashboards built for owners, managers and floor teams rather than analysts.
SVC / 05
Computer Vision
Visual AI for quality inspection, inventory counting and production monitoring, trained on your products and defect classes, and deployable on edge hardware or in the cloud.
SVC / 06
ERP Integration & AI Layer
An intelligence layer on top of the SAP, Tally or legacy system you already run, so alerts, reports and automations work from the data that is already there.
003 / METHOD
How an Engagement
Runs.
Five stages, in the same order, on every engagement. Most consultants write proposals from a conference room. Stage 02 is why we do not.
01
Discovery Call
Thirty minutes on your business, your segment and the problems worth solving. Free, and without a pitch deck.
02
On-Site Immersion
Two to four days inside your facility. We shadow the people who run operations day to day, and audit every data source they touch.
✦ OUR DIFFERENTIATOR03
Scope & Proposal
Fixed scope, timeline and price, agreed before any code is written, so there are no change-order surprises later.
04
Agile Build
Working software every week, running on your live data. You can test it and redirect us at any sprint, so nothing is a surprise at go-live.
05
Deploy & Support
Deployment, team training, and documentation handover. Retainer support available for model retraining and new features.
TIMELINE >>>
DAY 00 CALL ///
WEEK 01 FIRST DEMO ///
WEEK 06–12 PRODUCTION
See the full narrative ↗
004 / WHY DEDA
Why Work
With Deda.
- [01]Two Segments Only
- Retail and manufacturing, and no generalist IT services. Every tool, model and framework we own applies directly to your domain, so you are not paying for our learning curve.
- [02]You Talk to Engineers
- There are no account managers in between. The engineers who scope your project are the ones who build it. Decisions are faster and nothing is lost in translation.
- [03]Data Stays in Your Building
- We support fully on-premise deployment. Financial records, production data and customer information never have to leave your premises.
- [04]Systems That Stay in Production
- Everything we build is deployed, monitored and maintained. We stay involved until it runs in production and your team is confident operating it without us.
Deda Systems & Solutions is an engineering team founded in Chennai in 2025. The engineers who join your first call are the ones who scope the work, build it and support it, from the Ambattur office and from clients' floors across India.
- Founded
- 2025
- Office
- Ambattur · Chennai 600053
| Days on your floor before a proposal | 2–4 |
|---|---|
| First working demo on your data | WEEK 1 |
| Existing systems replaced | ZERO |
| Price changes after scope is agreed | ZERO |
These are commitments that hold on every engagement, not averages from past ones. Segment-specific detail is under section 001.
005 / STACK INDEX
Tools We Run
In Production.
REV 2.6
MAINTAINED
IN PRODUCTION
MAINTAINED
IN PRODUCTION
PythonFastAPI
PostgreSQLSQL Server
ReactStreamlit
PyTorchScikit-learn
ProphetOpenCV / YOLO
LangChainLLaMA / Qwen (Local)
DockerRailway / Cloud
SAP B1 APITally Integration
Bank & GST APIs
RFID Systems
006 / CONTACT
Tell Us What's
Slowing You Down.
You do not need a twenty-page RFP. Thirty minutes on a call is usually enough to tell whether there is something worth building together.
✓
Message Received
We will review it and respond within 1 business day.
Looking forward to the conversation.