Product · Market · Tech · Roadmap · Revenue · USPs · Raise | April 2026 | Confidential
Multi-tenant SaaS order management system for Indian and Middle East ecommerce sellers. Omnichannel order inbox across 12 channels, 12 logistics carrier integrations, 3 payment gateways, GST engine with CGST/SGST/IGST auto-calculation, AI profit leak detection, COD risk scoring, NDR management, B2B dual-channel, WhatsApp automation via Flowise. Already ~80% built on Django 5.1 + React 19. Requires 2–3 months to complete and convert to production SaaS.
Customer intelligence and growth layer embedded in the OMS. RFM segmentation (Champion, Loyal, Potential, At Risk, Lost, New). Campaign execution by segment across WhatsApp/SMS/Email. Loyalty programs with tier system and expiry. Abandoned cart recovery. Referral programs. AI campaign copy generation via Gemini. Goes live as V2 feature (Month 6–12). Built into nexus_engagement — models and API already designed.
AI-powered ecommerce store and Flutter app builder. Brand describes their business in plain language → AI configures WordPress store (theme, payment gateway, SEO, shipping rules, products) → live in 30 minutes. Flutter app builder produces branded iOS + Android app from drag-and-drop inputs. No code required. Every store auto-connects to Ecom Nexus OMS on setup — creating a self-filling acquisition flywheel. Development begins Month 9. Requires 6+ months dedicated build. Live Month 15+.
The Zeron AI engine routes 17 task types across 3 providers automatically. 80% of tasks run on Ollama locally at zero cost. Every COD order is risk scored. Every NDR gets AI analysis. Every support ticket arrives with a verdict and confidence score. This is the operating system of the platform — not a chatbot tab.
Monthly floor ₹999–₹2,999 + per-order fee by order value. Revenue grows automatically as brands scale their GMV. No plan upgrades needed. One brand grows from ₹3,399/month at beta to ₹1,02,999/month in Year 3 — without a single upsell call. Same model as Razorpay.
Schema-per-tenant at PostgreSQL level. Each client's data lives in a completely separate database schema. Cross-tenant data leak is structurally impossible — not just filtered in code. Enterprise-grade isolation at startup pricing.
The entire platform communicates through WhatsApp — order confirmations, shipping updates, NDR alerts, Profit Leak Detector weekly report, abandoned cart recovery, return requests. Flowise visual bot builder lets non-technical team build conversation flows without code.
| Brand Stage | Tool They Use | The Reality |
|---|---|---|
| Under 200 orders/month | Excel, WhatsApp, manual | Works fine. No problem to solve. |
| 200–50,000 orders/month ← THE GAP | Spreadsheets + 5 disconnected tools | Too complex for spreadsheets. Too small for enterprise tools. Too busy for 12-week implementations. No tool built for exactly this stage. |
| 50,000+ orders/month | Unicommerce, custom ERP | Can afford the enterprise cost. Have IT team to implement it. |
| Problem | Monthly Loss Per Brand | Ecom Nexus Solution |
|---|---|---|
| COD RTOs | 8–22% RTO rate = ₹12,000+ per 100 COD orders in shipping + reverse logistics costs | AI RTO scoring on every COD order within 60 seconds. High-risk orders held for manual verification before dispatch. |
| Return fraud | 12–18% of returns fraudulent in fashion/electronics. No systematic detection. | Warehouse QC gate before refund triggers. Photo evidence captured. Return policy enforced per product category. |
| Marketplace overcharging | ₹2–8 Lakhs per year in incorrect commission, weight, and SLA deductions | Automated settlement reconciliation against Amazon/Flipkart statements. Line-by-line variance detection. Dispute pack auto-generated. |
| Stockout revenue loss | 8–15% of potential revenue lost to avoidable stockouts | 6-bucket inventory model. Platform inventory sync. AI reorder predictor with days-of-stock traffic light per SKU. |
| Ops headcount trap | 1 ops staff per 300–500 orders/day without automation. Revenue growth = proportional hiring. | Automation engine handles order confirmation, carrier assignment, NDR management, notifications — without human intervention. |
| GST compliance errors | Filing penalties. Audit exposure. Manual CGST/SGST/IGST calculation on thousands of orders. | Auto-calculated per line item based on buyer/seller state. Interstate determination automatic. GST-compliant PDF invoice generated on every order. |
| Dead stock | 15–25% of inventory value locked in zero-sales items with no visibility | Dead stock alerts at 45 days no-sale. Cost value shown. AI-suggested clearance actions. |
Saketh has spent 6 years building ecommerce infrastructure for 150+ clients through Amalyte. He personally led 10 Unicommerce deployments and watched all 10 fail within 6 months. The failures were consistent: too complex, too slow, too expensive to maintain for the team sizes these brands have. He didn't learn this from a case study — he lived it client by client. Chinmai runs Amalyte operations and owns the 40-client warm network that is the first GTM channel. K Siva Prasad provides 15+ years of enterprise engineering governance as technical advisor. No competitor launching today has this combination of failure knowledge, active client network, and product in development.
| Tailwind | What It Means for Ecom Nexus |
|---|---|
| $100B D2C India by 2028 | Thousands of brands crossing ₹1 Cr GMV each year — all outgrowing spreadsheets at the same moment. The market is self-generating our addressable opportunity. Every brand that scales to 200+ orders/month is a potential client. |
| 90% AI API cost drop (2023–25) | The Profit Leak Detector and RTO AI engine — features that cost ₹50 Lakhs to build 3 years ago — now cost under ₹5 Lakhs. Economically viable at ₹1,999/month pricing for the first time in history. Our Ollama local inference brings 80% of AI costs to zero. |
| 500M+ WhatsApp users India | Our entire communication and notification layer runs on WhatsApp — the channel where founders already live. Zero adoption friction. Our Monday Profit Leak Detector report lands where the founder is, not in an inbox they check once a week. |
| ME Compliance Mandate (EmaraTax + Zatca) | UAE and KSA brands legally cannot operate without e-invoicing compliance from 2025. We build UAE VAT and Zatca into V2. This creates urgency that no sales pitch can match — brands come to us because they must comply, and we are the platform that handles it. |
| Spreadsheets | Unicommerce | Zoho / Odoo | Ecom Nexus | |
|---|---|---|---|---|
| Setup time | Immediate | 4–12 weeks | 6–16 weeks | Same day activation |
| Monthly cost | Free | ₹20–45K flat | ₹25–60K flat | ₹999 floor + per order |
| AI intelligence | None | None | Basic reports | Leak Detector + RTO AI + NDR analysis |
| WhatsApp automation | No | Basic webhooks | No | Visual Flowise bot flows |
| B2B dual channel | No | Partial | Complex setup | Same dashboard, same team |
| POS included | No | No | Add-on only | Yes — software-only, offline mode |
| ME compliance | No | Limited | Partial | UAE VAT + KSA Zatca built-in |
| Pricing model | Free | Flat ₹20–45K | Flat ₹25–60K | Infrastructure: floor + per order |
| Switching cost | None | Medium | High (IT) | Very high — transaction lock-in |
| Profile | Who They Are | Their Pain | Our Fit |
|---|---|---|---|
| D2C Brand Owner | Sells own website + Amazon + Flipkart. ₹2–15 Cr GMV. 3–5 ops staff. Growing fast. | 3 dashboards open simultaneously. Spreadsheet reconciliation. No unified RTO or stockout visibility. GST manual on every invoice. | Starter/Growth tier. Omnichannel OMS. Profit Leak Detector. WhatsApp notifications. GST invoice auto-generation. Same-day setup. |
| Marketplace Power Seller | Amazon/Flipkart primary. ₹5–50 Cr GMV. 5–15 ops staff. Settlement disputes every month. | Cannot prove marketplace overcharging. RTOs at 15–22%. COD tracking manual. NDR management consuming ops team daily. | Growth/Scale tier. Settlement reconciliation. RTO AI. COD remittance tracking. NDR engine with AI recommended actions. |
| Multi-location Brand | 2–4 warehouses. B2B and B2C both. ₹10–100 Cr GMV. Needs warehouse ops + B2B pricing. | Inventory across locations invisible. B2B orders on separate system. No per-SKU B2B pricing. ERP integration manual. | Scale/Enterprise tier. WMS plugin. B2B dual-channel. ERP connector (Tally, Zoho, Frappe). Full GST stack. |
| Client | Status | Detail |
|---|---|---|
| HyperXGT (Toys) | Confirmed | Full founder trust. Beta access at Starter floor pricing. Case study in 90 days. Primary reference for all subsequent sales. |
| 3 warm beta clients | In conversation | Product walkthrough complete. Awaiting platform launch. Problem and pricing validated by all three founders. |
| 40+ Amalyte network | Re-engagement pipeline | 6 years of prior ecommerce client relationships. Problem known and trusted. Warm outreach only — no cold sales for first cohort. |
| UAE investor intro | Introduction stage | Warm contact who approached founders proactively. UAE first client targeted Month 9. |
Zero paid acquisition. HyperXGT beta. Amalyte client re-engagement (2–3 brands/month). UAE investor network (1 brand by Month 9). LinkedIn founder content: 10 documented Unicommerce failure stories. Direct outreach to 50 identified scaling brands in Hyderabad, Bangalore, Mumbai, Delhi, Chennai.
Logistics co-marketing: Shiprocket + Delhivery referral partnerships. Their clients = our exact audience. Agency white-label: ecommerce agencies offer Ecom Nexus as branded dashboard. CA referral network: GST filing value prop resonates immediately. Seller communities: Facebook groups, WhatsApp networks.
| Layer | Technology | Version | Why This Choice |
|---|---|---|---|
| Web Framework | Django | 5.1.4 | Batteries-included ORM, migrations, admin. Python ecosystem ideal for AI/data/finance. Replaced NestJS + TypeScript. |
| API Layer | Django REST Framework + drf-spectacular | 3.15.2 | Mature serializer validation, filtering, pagination. OpenAPI 3.0 schema auto-generated for SDK generation. |
| Multi-tenancy | django-tenants | 3.7.0 | Schema-per-tenant at PostgreSQL level. ORM auto-scopes all queries. Cross-tenant data leak structurally impossible. |
| Auth | djangorestframework-simplejwt | 5.3.1 | Access (8h) + refresh (30d) tokens. JWT carries tenant_id. NexusTenantMiddleware extracts on every request. |
| Task Queue | Celery + Redis | 5.4.0 | All async: AI inference, notifications, carrier sync, label generation, marketplace sync, invoices. 5 scheduled tasks via Celery Beat. |
| WebSockets | Django Channels + channels-redis | 4.1.0 | ASGI-native. HTTP + WebSocket in same process. Live tracking, order updates, hardware bridge. |
| AI Routing (Zeron) | Ollama + Anthropic SDK + Google Generative AI | — | 3-provider router. 17 task types auto-routed. 80% on Ollama locally at zero cost. Claude for complex reasoning. Gemini for creative. |
| WhatsApp Flows | Flowise + Meta Cloud API | 1.x | Visual bot flow builder. Non-technical team builds WhatsApp order + tracking + return flows without writing code. |
| PDF Generation | ReportLab | 4.2.2 | GST-compliant invoice PDFs generated automatically. Stored in MinIO. |
| Payment Gateways | Razorpay SDK + Cashfree + PhonePe | — | All 3 with HMAC webhook verification. Replay attacks blocked. Refund automation. |
| Component | Technology | Version | Role |
|---|---|---|---|
| Primary Database | PostgreSQL | 16 | Schema-per-tenant. All money as integer paise — zero rounding errors. django-mptt for category trees. |
| Cache + Broker | Redis | 7 | Tenant object cache (5min TTL). Order sequence INCR per-tenant. Celery broker + result backend. |
| Object Storage | MinIO (S3-compatible) | latest | Invoice PDFs, shipping labels, design artwork, product images. Pre-signed URLs for secure access. |
| Event Streaming | Kafka (KRaft mode) | 3.7.0 | Event streaming between services. No ZooKeeper dependency. Auto-create topics. |
| Local AI Inference | Ollama (qwen2.5:7b + llama3.1:8b) | latest | Runs on GPU/CPU. Zero marginal cost for 80% of AI tasks: NDR analysis, risk scoring, intent classification, chat. |
| Technology | Version | Role |
|---|---|---|
| React | 19.2 | 26 screens. 18 fully wired to live Django API via proxy. |
| Vite | 8.0 | Build tool. 2x faster HMR. Proxies /api → Django:8000. |
| TypeScript | 6.0 | Full type safety. All API responses typed. |
| Tailwind CSS | 4.2 | Utility-first. Dark maroon-copper brand system to be applied (next sprint). |
| Recharts | 3.8 | Revenue trend, channel distribution, order volume charts. |
| Framer Motion | 12 | Page transitions and modal animations. |
| Provider | Model | Cost | Task Types |
|---|---|---|---|
| Ollama (Local) | qwen2.5:7b, llama3.1:8b | Zero | NDR analysis, SLA alerts, inventory alerts, chat, intent classification, order risk scoring, complaint analysis, quality check text — 8 tasks, 80% of volume |
| Claude API | claude-haiku-4-5 | Per token (sparing) | Fraud analysis, return analysis, reconciliation root cause, complex reasoning — 4 tasks requiring deep reasoning |
| Gemini API | gemini-2.0-flash | Per token (creative) | Product descriptions, campaign copy, SEO meta, WhatsApp draft, image QC — 5 creative and vision tasks |
| Module | What It Owns |
|---|---|
| nexus_core | Tenant, User, ApiKey, PluginConfig, RBAC, AuditLog |
| nexus_orders | 16-status OMS, StatusEngine, CheckoutIntelligence, OrderFactory. 57/57 tests. |
| nexus_logistics | 12 carrier adapters, NDREngine, ManifestService, CarrierRouter |
| nexus_payments | Razorpay + Cashfree + PhonePe webhooks, refunds, COD remittance |
| nexus_customers | Phone-first identity, RFM scoring, loyalty foundation, COD risk counters |
| nexus_notifications | WhatsApp + SMS + Email + FCM, template system, per-order channel |
| nexus_finance | GST invoice, ReportLab PDF, MinIO, settlement reconciliation models |
| nexus_inventory | 6-bucket model, atomic locking, platform inventory, transaction log |
| nexus_products | Product, Variant, Image, Category (MPTT), HSN, cost price |
| nexus_zeron | 3-provider AI router, 17 task types, rate limiting, usage tracking |
| nexus_tickets | 7 ticket types, AI pre-analysis, auto-escalation, human override |
| nexus_returns | Full return lifecycle, QC flow, approve/reject, photo evidence |
| Module | What's Left |
|---|---|
| nexus_engagement | Campaign real-send, loyalty earn/redeem at checkout |
| nexus_marketplace | Amazon SP-API + Flipkart live sync, settlement parsers |
| nexus_erp | Frappe/ERPNext HTTP client + bidirectional sync |
| nexus_wms | Pick task assignment, barcode scan confirmation |
| nexus_pos | POS sale flow, offline sync |
| nexus_warranty | Auto-create on delivery, claim flow, expiry alerts |
| nexus_custom_products | Artwork upload, vendor notification, QC gate |
| nexus_b2b | Credit check at checkout, PO approval flow, tiered pricing |
| nexus_hardware | Printer/scanner WebSocket bridge |
| nexus_fast_commerce | Rider WebSocket tracking, dark store inventory sync |
| Tier | Monthly Floor | Per-Order Range | Who It Serves | Setup Fee | Waiver |
|---|---|---|---|---|---|
| Starter | ₹999 | ₹3–₹60 | New brands · 0–500 orders/month | ₹9,999 | 30 days |
| Growth | ₹1,999 | ₹2–₹40 | Scaling · 500–3,000 orders/month | ₹19,999 | 45 days |
| Scale | ₹2,999 | ₹1.50–₹25 | Multi-channel · 3,000–15,000 orders/month | ₹34,999 | 60 days |
| Enterprise | Custom | Custom | 15,000+ orders/month · ₹5 Cr+ GMV | Custom | Custom |
| Brand Milestone | Monthly Orders | Calculation | Monthly Revenue | Multiple |
|---|---|---|---|---|
| Beta Month 3 | 200 | 200 × ₹7 + ₹1,999 | ₹3,399 | — |
| Month 6 | 800 | 800 × ₹7 + ₹1,999 | ₹7,599 | 2.2x |
| Month 9 | 2,000 | 2,000 × ₹7 + ₹1,999 | ₹15,999 | 4.7x |
| Month 12 | 4,500 | 4,500 × ₹7 + ₹1,999 | ₹33,499 | 9.9x |
| Year 2 (Scale) | 12,000 | 12,000 × ₹4 + ₹2,999 | ₹50,999 | 15x |
| Year 3 (Scale) | 25,000 | 25,000 × ₹4 + ₹2,999 | ₹1,02,999 | 30x |
This is one brand. Revenue grew 30x without a single sales call, plan upgrade, or negotiation. 1,100 brands in Year 3 = ₹84 Cr ARR.
| Year | Active Brands | Avg Orders/Brand/Month | Platform GMV/Month | MRR | ARR |
|---|---|---|---|---|---|
| Year 1 | 55 | 2,000 | ₹9.7 Cr | ₹5.17L | ₹61.5L |
| Year 2 | 320 | 3,500 | ₹123 Cr | ₹1.58 Cr | ₹18.96 Cr |
| Year 3 | 1,100 | 5,000 | ₹770 Cr | ₹7.0 Cr | ₹84 Cr |
| Metric | Value |
|---|---|
| Min ARPU (floor only) | ₹999/month |
| Avg ARPU — Year 1 (M12) | ₹15,445/month |
| Avg ARPU — Year 2 | ₹49,375/month |
| Gross margin | 75%+ |
| LTV (3-year, 95% retention) | ₹5,56,020 |
| CAC — Year 1 cohort | ₹13,000 |
| LTV:CAC | 42:1 |
| Payback period | < 2 months |
| Plan | Commitment | Per Order |
|---|---|---|
| B2B Starter | ₹2,999/mo | ₹25 |
| B2B Growth | ₹7,999/mo | ₹18 |
| B2B Scale | ₹19,999/mo | ₹12 |
| Enterprise | Custom | Negotiated |
Same tier structure, AED-denominated, 25% premium on per-order floor rate. Reflects 2–3x higher AOV and compliance value of built-in UAE VAT + Zatca.
6 years, 150+ projects, 10 documented Unicommerce failure case studies. Every reason these enterprise tools fail for this market segment is understood and built against. A well-funded competitor cannot acquire this institutional knowledge in 3 years — it requires living it client by client, implementation by implementation.
40+ Amalyte ecommerce clients are warm re-engagement prospects. HyperXGT is confirmed. 3 warm betas in active conversation. The first 10 clients require zero cold sales calls, zero paid acquisition, zero SDR team. No competitor launching today has a comparable warm pipeline on Day 1.
As brands process orders, the RTO prediction model, NDR classification accuracy, return fraud pattern detection, and Profit Leak Detector all improve across every client simultaneously. A brand joining in Year 3 benefits from intelligence accumulated across 1,100 brands. This cannot be replicated by any new entrant — they would need the transaction history to build the same intelligence.
Once a brand's channels are connected, couriers configured, team trained, transaction history accumulated, and AI models tuned to their specific business — switching to another OMS requires months of disruption and permanent loss of everything built. This is operational lock-in, not contract lock-in. Clients stay because leaving is genuinely expensive — not because they're contractually obligated.
Every store built on Ecom Build auto-connects to Ecom Nexus OMS on setup. The ₹9,999 Ecom Build setup fee covers the full acquisition cost of a new OMS brand. CAC for Phase 2-sourced clients approaches zero. No other OMS in India or the Middle East has a storefront builder feeding its pipeline at this price point.
| Dimension | Flat SaaS (incumbents) | Ecom Nexus Transaction Model |
|---|---|---|
| Revenue growth mechanism | Requires upsell to higher plan. Sales team grows proportionally with revenue. | Automatic. Brand GMV growth = our revenue growth. No call needed. |
| From 1 brand over 3 years | Static ARPU unless plan upgraded or cancelled. | Compounds 30x from ₹3,399 to ₹1,02,999/month. Zero sales intervention. |
| Investor story | "We have 50 clients at ₹9K ARPU." | "We process ₹24 Cr GMV/month. We earn ~0.25% of every rupee. It grows as brands grow." |
| Competitive positioning | SaaS vendor. Replaceable by competitor with lower monthly fee. | Infrastructure layer. Like Razorpay — embedded in daily operations. |
| Margin trajectory | Flat. Support costs grow with users. | Improving. Ollama handles more AI as scale grows. Marginal cost per order falls. |
Below ₹1.5 Cr: cannot hire CTO + engineer + sustain 12 months of operations. Above ₹2 Cr: unnecessary dilution before the first proof points. The raise is scoped precisely to unlock one milestone: commercially live OMS with paying clients and UAE activated. Not a cent more than needed to reach the seed trigger.
At ₹10–12 Cr pre-money: standard for Indian pre-seed SaaS. Leaves founders with 85–90% entering seed. Seed at ₹60–80 Cr post-money gives pre-seed investors 5–8x paper return in 12 months. Founders still hold 65–70% at seed close — enough equity to be meaningful at Series A. Going below 10% signals undervaluation. Going above 15% leaves no room for subsequent rounds.
| Evidence Point | Detail |
|---|---|
| Substantial working code | 22 Django modules, 12 production-ready apps, 57/57 passing tests on the core OMS module. Not a wireframe — a functioning platform with real automated tests. |
| 12 carrier integrations | Shiprocket, Delhivery, Ekart, BlueDart, DTDC, Shadowfax, NimbusPost, Aramex, SMSA, Fetchr, Naqel — each with real API calls for AWB generation, tracking, and label creation. |
| 3 payment gateways | Razorpay, Cashfree, PhonePe — all with HMAC-verified webhook security. Not mocked. Real processing capability. |
| Confirmed first client | HyperXGT is confirmed. 3 additional warm betas in conversation. 40-client re-engagement pipeline warm. |
| AI infrastructure built | Zeron 3-provider routing system operational. Ollama running locally. 17 AI task types mapped. Zero marginal cost for 80% of AI workload. |
| 2–3 months to revenue | Not 12 months. Not 18 months. The OMS needs 2–3 months of completion work to reach first paying client. Pre-seed capital is not funding a build from scratch. |
| Category | % | Amount | What It Funds |
|---|---|---|---|
| Product / Tech | 40% | ₹80L | Cloud infra (AWS/GCP), AI API costs (Claude, Gemini), MinIO storage, Kafka, Redis, Sentry monitoring. Scales with client count. |
| Team | 30% | ₹60L | CTO at ₹80K–1.2L/month from Month 2, + 1 backend engineer Month 3, + 1 frontend engineer Month 5. 10–12 months of team cost. |
| GTM | 20% | ₹40L | Onboarding 10 clients (travel, implementation support, setup materials). Logistics co-marketing partnerships. UAE market entry. |
| Contingency | 10% | ₹20L | Legal (incorporation, shareholder agreements, client contracts). Unexpected infra cost. Timeline buffer. |
| Period | Monthly Burn | Primary Cost Drivers |
|---|---|---|
| Months 1–2 | ₹1,20,000 | Cloud infrastructure only. No full team yet. CTO search active. |
| Months 2–3 | ₹2,40,000 | CTO onboarded + cloud scale + OMS completion sprint. |
| Months 4–6 | ₹3,60,000 | CTO + 1 backend engineer + cloud + early GTM spend begins. |
| Months 7–12 | ₹4,68,000 | Full team + GTM + UAE market entry. Break-even target Month 12. |
| Round | Amount | Timing | Trigger Milestone | Implied Valuation Step-up |
|---|---|---|---|---|
| Pre-Seed | ₹1.5–2 Cr | Now | Incorporation · CTO hired · OMS live · UAE activated | Baseline |
| Seed | ₹12–18 Cr | Month 12 | 55 brands · ₹5.17L MRR · UAE live · Ecom Build in dev | 5–8x on pre-seed |
| Series A | ₹60–100 Cr | Year 3 | 1,100 brands · ₹84 Cr ARR · ME dominant · Ecom Build live | 4–6x on seed |