Now live on Google Play — the SkillDelivery app is here. Get it on Google Play
AI Built on Real Industry Experience

We Deliver Skill
for-people!
by-people!
with-people!

Not scraped from the internet. 810+ hand-curated training sets drawn from decades of real work across warehouses, construction sites, iSeries terminals, and home workshops.

0Hand-curated training sets
0Faster on repeat questions
0Efficiency spread in our putaway research
0Channels: web, Android, Teams, WhatsApp
Tap a domain — see SkillBot in action
📦
WMS
20+ yrs
🖥️
iSeries
20+ yrs
🏗️
Civil
50+ yrs
⚡
ERPNext
New · v15 ready
🧵
Stitching
40+ yrs
SkillBot — select a domain above
👆 Tap any domain to see practitioner-level AI in action
Question
How do you handle inventory discrepancies in a high-volume 3PL warehouse?
SkillBot response
In a high-volume 3PL, cycle count accuracy is your lifeline. Don't rely on annual physical inventories — implement ABC classification and count A-items weekly. When discrepancies appear, check receiving first — 70% of warehouse inventory errors originate at the dock door, not in storage. Track ASN-to-receipt matching rates as your leading indicator.
✓ Operations-level insight — not definitions
View the WMS page →
Question
How do you track project health on a government construction site using EVM?
SkillBot response
On government projects, EVM goes beyond textbook CPI/SPI ratios. You track physical progress against the BoQ approved in the NIT. For PWD/CPWD projects, map this to the Running Account Bill cycle: if your RA Bill is lagging 2+ cycles behind physical progress, that's your early warning — the project is healthy on-site but bleeding cash flow.
✓ Practitioner-depth — not textbook theory
View the Civil Construction page →
Question
Why does a blouse that fits well in trial end up tight after the first wash?
SkillBot response
It almost always starts before the cut. Many home tailors skip the step of washing or relaxing the fabric first. Knitted and cotton fabrics can shrink after the first wash — so a perfect-trial fit tightens up later. The fix: wash or steam-relax the fabric, let it rest flat before cutting, and only then take final measurements.
✓ Taught from home — practical tailoring know-how
View the Stitching page →
Question
What's the best approach to modernize RPG programs on iSeries?
SkillBot response
Don't rewrite everything — that's the trap. Start with RPG IV free-format conversion of your most-maintained programs. The 80/20 rule applies: 20% of your programs handle 80% of business logic. Use SQL instead of native I/O. Wrap RPG programs as services using ILE and expose via REST APIs. The machine isn't legacy — the interface is.
✓ Modernization strategy — not "replace everything"
View the iSeries page →
Question
How do I set up multi-location inventory in ERPNext for a distribution business?
SkillBot response
In ERPNext, each branch or store should be a separate Warehouse under the same Company — not a separate company — unless you need separate P&L per location. Set up a Transit Warehouse between the main warehouse and branches to capture in-transit stock. This gives clean audit trails and accurate branch-level accountability without complicating your chart of accounts.
✓ Configuration knowledge — based on ERPNext documentation
View the ERPNext page →
Request Early Access to try SkillBot live →
📱 New — Android App

Now live on Google Play

Domain-grounded AI assistance for warehouse management (Manhattan WMS), iSeries, and more. Free to install.

Get it on Google Play

Our domains

Decades of real work behind every domain

Not scraped from the internet. Every domain comes from years of hands-on practice — on site, at home and on live systems.

📦 Warehousing (WMS)Manhattan WMS, 3PL, retail
0+ yrs
🖥️ iSeriesRPG, CL, DB2
0+ yrs
🏗️ Civil ConstructionGovt contracting, BoQ, EVM
0+ yrs
⚡ ERPNextFor Indian MSMEs
New · v15 ready
🧵 Stitching & TailoringHome-based, family know-how
0+ yrs
"I grew up watching skilled people do extraordinary work. And when they stepped away — it all disappeared."

At warehouses, construction sites, iSeries terminals, home workshops — real people carried 40, 50 years of knowledge in their hands, heads and hearts.

I couldn't let that keep happening. So I'm building SkillDelivery — AI built on real-world domain experience, not scraped from the internet. It's early stage. Four verticals. 810+ hand-curated training sets drawn from decades of industry work.

Come join us and help build what is — for-people!, by-people!, with-people!

810+
Hand-curated training sets
4
Industry verticals
12+
Platform features live on web
4
Channels: web, Android, Teams live · WhatsApp ready

Practitioner depth.
Not textbook theory.

👷

Real operational knowledge

Every training set curated by hand from real industry experience — not scraped from manuals or Wikipedia

🤖

Domain-specific AI models

Fine-tuned Mistral-7B adapters per vertical — not expensive generic API wrappers

📱

Learn where you already work

Web, Android and Teams are live. WhatsApp is ready. No new app required.

🔗

SkillBot — domain knowledge AI

Currently trained on publicly available domain knowledge. On-demand training on client's own data and workflows available as a service.

ERPNext — Base Implementation

Open source. Zero licensing cost. Built-in GST. Working local PoC completed. Ready for first implementation engagements — base version, scoped per project.

ERPNext consolidates your existing systems — zero licensing cost
Save ₹5–15L/year in licensing

📦 Inventory & Warehouse

Multi-warehouse, batches, serial numbers, putaway rules, stock reconciliation

🛒 Procurement

PO → GRN → Invoice workflow with approval flows, supplier management

💰 Accounts & GST

Full Indian GST, TDS, e-invoicing, P&L, balance sheet — auto-generated

🏪 POS & Franchise

Offline-capable POS for franchise stores, multi-store inventory, central reporting

👥 HR & Payroll

Employee management, attendance, leave, salary with Indian compliance

📊 Analytics & CRM

Real-time dashboards, franchise analytics, customer management

InventoryProcurementSales & POSAccountsGST & TDSHR & PayrollCRMManufacturingProjectsE-invoicing
PoC completed locally
Ready for first client implementations — base version, scoped per project
Discuss Your ERP Needs →

Proof, not promise

The second person gets the answer 50× faster

Real example: "Wave picking in WMS". The first answer came from our AI model. After SEAL checked and saved it, everyone after gets it straight from the Wiki.

50×faster, ₹0 extra cost
🐢 First time asked (AI model)0.0 sec
⚡ Every time after (from the Wiki)0.0 sec
✓ Same checked answer ✓ No extra AI cost ✓ For every user, forever

How it gets smarter

Every good answer makes the next one free

SEAL (Self-Evolving Adaptive Learning) runs this loop on every question. The platform learns without retraining the model.

SEAL learns every loop 1You askWiki checked first 2Domain AIanswers new ones 3SEAL scoresquality checked 4Saved to Wikifree for everyone
  1. You ask a questionSkillBot looks in the Wiki first. If a checked answer is there, you get it in under 2 seconds.
  2. New question? Domain AI answersOur models are trained per domain — WMS, iSeries, Civil, Stitching. Not generic AI.
  3. SEAL scores the answerEvery answer gets a quality score before anything is saved.
  4. Good answers are savedThey go into the Wiki. The next person gets them instantly, at no cost.

Quality gates

What happens to every question

Nothing reaches the Wiki without passing a quality check. Answers in the middle go to a real domain expert.

Learner asks a question In the Wiki? Yes Answer now under 2 sec No Domain AI answers SEAL score above 0.95 0.75–0.95 below 0.75 Saved to Wiki for everyone Expert review by an expert Discarded never shown if approved Next person gets it instantly

12+ Features. Built and working.

Not a roadmap. Every feature below is live on the web platform today.

🤖

SkillBot AI

Domain-specific AI with practitioner depth. Answers from Wiki Intelligence first — instant and free. Falls back to fine-tuned adapter only for new questions.

Live
🗺️

Personalized Roadmap

AI-generated learning paths based on your profile, skills, and industry demands.

Live
🌐

xConnect Community

AI-powered matching between individuals, organizations, and institutes.

Live
⚡

Workspace

Goals, learning progress, and community connections in one adaptive hub.

Live
🏏

Cricket Dashboard

EVM for Civil Construction — project health tracked like a cricket scorecard.

Demo Ready
📚

Wiki Intelligence Engine

Self-improving knowledge base. Every quality-verified AI answer is stored and served instantly to future learners. Platform gets smarter automatically.

Live
🏢

Multi-Entity Platform

Individuals, organizations, universities, institutes — tailored dashboards.

Live
🛡️

Guard Rails

Content moderation across all inputs. Automated enforcement. Trust built-in.

Live
🔬

SkillCode Intelligence

Software Engineering powered by AI. Codebase chat, dependency analysis, modification risk scoring, Job Intelligence via STRSRVJOB. iSeries + Node.js.

Beta
PRACTITIONER RESEARCH

Real warehouses. Real data. Quantified outcomes.

SkillDelivery's research pipeline produces concrete artifacts — not slides, not slogans. Each case study uses real configurations, real data volumes, and shows reproducible results. Built on decades of practitioner experience.

🏭 LIVE NOW

Putaway Intelligence — I-Shape vs U-Shape Layouts

Comparing 3 putaway strategies (random, ABC slotting, distance-minimized) across two warehouse layouts. Same SKUs, same orders, only geometry and strategy differ.

  • 200 SKUs
  • 34,476 order lines
  • 310 locations
  • 6.7× efficiency spread
Read the case study →
🤖 RESEARCH IN PROGRESS

Generic Warehouse ML Simulation Framework

Three-layer RL pipeline: Isaac Sim perception → Gymnasium PPO+curiosity → Unity ML-Agents with GAIL imitation learning. Phase 4 will compare a trained policy against ABC slotting on the same Putaway Intelligence dataset.

  • GAIL Bridge
  • Isaac Sim Perception
  • Unity ML-Agents
  • 36,978 training steps

Framework built. NVIDIA Inception member — production training credits in progress.

Learn where you already work

One answer. Every channel.

The same checked SkillBot answer reaches your team on the web, on their phone, inside Teams and on WhatsApp.

🤖 One SkillBot answer
💻

Web

Full platform

Live
📱

Android

On Google Play

Live
🔷

Microsoft Teams

Inside your workplace

Live
💬

WhatsApp

No new app needed

Ready

What is inside SkillDelivery

Every capability below is live and working. Built on original architecture — not off-the-shelf AI wrappers.

April 2026

📚 Wiki Intelligence Engine

Self-improving knowledge base. Quality-gated storage with three-tier scope resolution. Every good answer makes the platform faster for the next user.

Self-Improving Quality Gated
2025–2026

⚡ SEAL Loop

Self-Evolving Adaptive Learning. Observer pipeline that scores, routes, and stores every interaction. Platform intelligence compounds without model retraining.

Proprietary Automated
2025–2026

🎯 Domain Adapters

Fine-tuned models for WMS, iSeries, Civil and Stitching. Practitioner depth — not generic AI. Your domain. Your terminology.

LoRA Fine-tuned 4 Verticals
2025–2026

🏗️ Entity-Aware Intelligence

Same question. Different answers for individual, university, institute, and organisation. Relevance is contextual — not one-size-fits-all.

4 Entity Types Goal-Aware
2025–2026

🔬 SkillCode — Software Engineering powered by AI

Not just chat — a full software intelligence layer. Ask what any file, function or program does. Know what is safe to modify before you touch it. Understand dependency chains, modification risk, and execution paths — all in plain English. No manual documentation needed.

Supported: iSeries (RPGLE, CLLE, CLP, DDS), Node.js / Express.js, internal enterprise codebases.

iSeries extras: Job Intelligence via STRSRVJOB — trace active jobs, execution paths, and service program relationships at runtime. Job Trace UI for visual execution analysis. Separate intelligence per project for multi-codebase support.

Codebase Chat iSeries Job Intelligence Job Trace Node.js Dependency Analysis Modification Risk Job Trace UI Multi-codebase

How knowledge gets in

From an expert's head to your phone

Real practitioner knowledge goes through an AI check and a human check before any learner sees it.

  1. 👷
    Practitioner knowledge

    Decades of real work

  2. 📥
    Research Studio

    Curated sources imported

  3. 🔍
    AI audit

    Checks for errors and made-up facts

  4. 🧑‍🏫
    Human review

    A domain expert approves

  5. 📚
    Knowledge base & Wiki

    Stored once, used by all

  6. 📱
    SkillBot everywhere

    Web, Android, Teams, WhatsApp

🤝
We partner before we index. Every outside source shows our relationship status, with full attribution.

Platform control plane.
Built for operators.

The SkillDelivery Admin Console is not just an internal tool — it is the control plane that makes SkillDelivery a Platform-as-a-Service. Organizations building their own domain AI get access to the same capabilities.

Global Admin Functions
User Management
All entity types — filter, manage, role assignment
Live
Training Job Management
Submit, monitor & cancel GPU training jobs per vertical
Live
Adapter Registry
Track LoRA adapters — active, pending, deprecated per vertical
Live
Prompt Template Management
Configure domain & system prompts per vertical
Live
Evaluation Dashboard
Test AI quality — SkillBot, roadmap & profile analysis scoring
Live
Knowledge Base & KG Management
Document upload, vector indexing, Knowledge Graph per vertical
Live
Dataset Management
Upload, validate & version training datasets per vertical
Live
Audit Logs & Security (2FA)
Full audit trail, TOTP-secured admin access
Live
SEAL Framework — Signal Engine & Analytics Layer
Self-improving AI platform
SEAL continuously observes platform interactions across 6 processes and generates improvement candidates — reviewed by admin before any change goes live.
Observes
SkillBot quality
Profile analysis
Roadmap generation
Guard-rails triggers
xConnect matching
Goals analysis
R&D Hub Shows
Health per vertical
Failure patterns
Improvement candidates
Trend analysis
Confidence scoring
Admin approval queue
Admin Role Hierarchy
SUPER ADMIN
Full access to all verticals, users, config, billing, and SEAL
DOMAIN ADMIN
Access to assigned vertical(s) only — training, KB, prompts
CONTENT ADMIN
Training data, prompts, KB management — no user management
SUPPORT ADMIN
Read-only access + user support actions
The hidden product — your Platform-as-a-Service control plane
Most AI startups charge separately for model training pipelines, dataset management, prompt engineering, evaluation frameworks, and adapter deployment. SkillDelivery's Admin Console delivers all of this — and it is available to organizations who want to build their own domain AI.
Learn About PaaS →

We're looking for pilots & believers

Early-stage. Building in the open. Finding people who believe this matters.

📦

WMS & 3PL Companies

Manhattan WMS consulting, optimisation, and AI-powered staff support.

  • Implementation & upgrades
  • Performance optimisation
  • SkillBot for warehouse staff
🚚

Indian MSMEs & Distributors

ERPNext implementation — one unified system replacing fragmented apps.

  • Distribution & wholesale
  • Franchise networks
  • Manufacturing companies
🏗️

Civil Construction Firms

Cricket Dashboard EVM analytics, RCR-Layout planning, plus decades of government-contracting domain knowledge in SkillBot.

  • Government contractors
  • Infrastructure developers
  • PWD/CPWD project teams
🖥️

iSeries Teams

Modernisation, RPG development, knowledge preservation via AI.

  • RPG & CL development
  • API modernisation
  • Knowledge transfer
🎓

Universities & Institutes

Domain AI for campus training, placement preparation, industry alignment.

  • Technical institutes
  • Vocational training centres
  • Corporate L&D teams
🤝

Believers & Partners

Anyone who believes real human expertise shouldn't disappear when people step away.

  • Domain experts willing to collaborate
  • Technology partners
  • Early pilot customers
LR
Lalit Ratwani
Founder & CEO — SKD RATWANI Technology & Software Solutions Pvt Ltd
"One founder. Full stack. Every layer — from training data to deployment to UI. No outsourced team, no VC runway to burn. Just conviction, discipline, and a lot of late nights."
22 years implementing Manhattan WMS. AI/ML from IIIT Hyderabad. ERPNext implementation. iSeries consulting. Civil Construction family legacy spanning 50+ years. Building SkillDelivery to preserve and democratise real domain expertise through AI.
⏱️
Response speed

SkillBot quality is there — latency still improving daily

🏗️
Early stage

Building in the open. Honest about what's done and what's next

📱
Mobile UX

Enhancing mobile-first experience across all entity types

xConnect

One platform. Four entity types. Connected by goals.

Everyone declares a goal. xConnect finds the right match across individuals, organisations, universities and institutes.

xConnect 👤Individual 🏢Organization 🎓University 🏫Institute
  1. Declare a goalA job, a training need, an industry partner.
  2. xConnect matches itAcross all four entity types, within the same domain.
  3. The right people are toldNotifications that fit who they are — not mass broadcasts.
Individual
"I want a WMS job in NCR"
→ WMS organisations that are hiring get notified

Showcase

Every member gets a shop window

Individuals, organisations, universities and institutes each show what they can do, what they need and where they're going.

👤

Individual

  • Verified skills
  • Work done
  • Target role
🏢

Organisation

  • What you supply or need
  • Projects
  • People & partners wanted
🎓

University

  • Programmes
  • Batch strengths & gaps
  • Placement goals
🏫

Institute

  • Courses mapped to job roles
  • Outcomes
  • Partners wanted
👀
See ours first: WMS Showcase, Putaway Intelligence, Skill.Civil, SkillCode and the Cricket Dashboard — SKDR-Tech is the first supplier on the platform.

Work with us

How an engagement works

Whether it's WMS, iSeries, Civil, Stitching or ERPNext, every engagement ends with your team learning on the platform.

  1. 💬
    Talk to us

    Tell us the problem

  2. 📋
    Scope it

    Clear, sized work

  3. 🧪
    Pilot

    Prove it small first

  4. 🚀
    Deliver

    WMS, iSeries, Civil, Stitching, ERPNext

  5. 🤖
    SkillBot on your data

    Trained on your own workflows

  6. 🌐
    Your team on the platform

    Learning keeps going

Request Early Access

SkillDelivery is early stage and building in the open. Join as an early member — try SkillBot, explore the platform, and help shape what it becomes.

Ready to see it in action?

Try SkillBot, request early access, or discuss your ERP and WMS needs.

info@skilldelivery.co.in · +91-989-107-1736 · Noida, UP, India