// 01
Built to be used
Tools your team opens on Monday morning. No slide decks, no Figma-only mockups.
Available·taking 2 builds for Q3 2026
Software for the work
that shouldn't
be manual.
We build dashboards, forecasting models, ad automations, margin engines and weekly reports for ecommerce teams. Each tool ships in under two weeks.
Weekly Sales
W23 · Sun-Sat
+18.4%
₹42.8L
REVENUE
3.8x
ROAS
22%
MARGIN
Ads Pilot
LIVE
usb-mic-condenserbid −18%
studio-mic-probid +12%
podcast-kit+ negative
Contribution margin
₹528 · 28%
0+
Tools shipped
0hrs
Saved per week / client
0 brands
Live in production
0 days
Average ship time
Our mission
Solving business problems
with AI intelligence.
Every tool we ship removes hours from someone's week — every week, forever. The math compounds. The team stops doing what the software should.
// 02
Logged & reversible
Every AI action is traced, auditable, and undoable. Trust by default, not by faith.
// 03
Yours to keep
Code in your repo. Data in your stack. No vendor lock — swap us out any week.
About
We use these tools ourselves first.
Neuraedge.AI started inside an ecommerce operation. The dashboards, forecasting models, and ad-automation engines we sell today were tools we built for our own ops team first — to kill the Sunday-night report ritual and the 6am inbox triage.
We're not an agency that learned ecommerce. We're operators who learned how to ship software.
Every engagement ends with a working tool in your repo, on your domain — not a slide deck, not a Figma file, not a roadmap. If the tool isn't being used by Monday, we didn't ship it.
Founded by
Nitesh Sharma
Built in
India · shipping globally
Powered by
Claude · Next.js · FastAPI
// The promise
Code lives in your repo
Every line we write is pushed to a repo you own. No platform lock, no API hostage.
Senior-only team
You talk to the people writing the code. No account managers, no juniors, no handoffs.
Fixed scope. Fixed price.
You see the quote before we start. No mystery line items, no scope creep.
Audit trail on every action
Every AI decision is logged with reasoning and tool calls. Reversible within a 7-day window.
Recently shipped
A look at what's running today.
Sanitized previews from production tools live with clients now.
Weekly Sales · W23+18.4%
₹42.8L
REVENUE
3.8x
ROAS
22%
MARGIN
// Dashboard
Weekly Sales & Target Engine
Sun-Sat week reporting. Pulls Ads + SP-API + quick-commerce. Auto-emails the Monday brief at 09:00 IST.
NEXT.JS · FASTAPI8h/week saved
Margin CalculatorFBA · IN
Selling Price₹1,899
Amazon Fees (15%)-₹285
FBA + Storage-₹128
Ad Spend (ACOS 22%)-₹418
COGS + Returns-₹540
Contribution Margin₹528 · 28%
// Calculator
Multi-Channel Margin Engine
FBA, FBM, quick-commerce, and cross-border in one tool. Handles GST, returns, ad spend, contribution margin.
REACT · PYTHONPricing in 30s
Ads Automation · Live12 actions
usb-mic-condenserbid -18%acos↑42
studio-mic-probid +12%roas 5.8x
cheap blue micadded negbrand
podcast-mic-kitharvested→ SKAG
SP · SB · SDNEXT RUN 06:00
// AI Automation
Amazon Ads Pilot (Hector-style)
Bid optimization, negative harvesting, search-term mining, brand-defense — all reversible, all logged.
CLAUDE · ADS API v3-31% ACOS avg
What we build
If you can describe it, we can build it.
Six categories below cover most asks. But anything that lives in a sheet, a recurring report, or a manual workflow — we can automate. Pick a category or tell us what's broken.
01
D
Dashboards that drive decisions
Target vs Actual, Projections, Weekly Sales, Ad Pilot — pulling live from Ads API, SP-API, and your operational sheets. Each one has a "so what" panel; not just charts.
Next.jsFastAPIRechartsPostgres
02
F
Forecasting & projection models
Weekly / monthly sales projections with seasonality, ASIN-class segmentation, contribution margin overlays, and scenario modelling. The kind of forecast your CFO actually trusts.
ProphetScenario simCFO lensYoY / MoM
03
A
Amazon Ads automation
Hector-AI style full SP / SB / SD automation — bid updates, negative harvesting, search-term mining, placement optimisation, SQP funnel analysis. Claude-powered with full audit trail.
Ads API v3Claude tool useMCPSQP
04
$
Margin calculators & pricing tools
Per-channel margin engines that handle FBA fees, ads spend, returns, GST, and contribution margin. Powering pricing decisions across D2C, quick-commerce and cross-border lines.
PythonReactExcel I/OSP-API
05
R
Weekly auto-reports & alerts
Sunday-morning ETL that ingests Ads, sales, inventory, returns, margin — produces weekly snapshots, WoW deltas, threshold alerts on ACOS / ROAS / stock-out / WoW dips.
CronSun→Sat weeksThreshold alertsExcel out
06
T
Trackers & ops tools
Replenishment trackers, import trackers, buybox monitors. Cron'd, watching the right tables, pinging the right people on WhatsApp / Slack — not yet-another-email.
CronWhatsApp APITwilioPandas
Live · See it think
Tools that reason, not just report.
Below is the agent loop running inside the Ad Pilot. Ask a question, watch it pull data, diagnose, propose actions — fully reversible, fully logged.
⌬ad-pilot / agent.run
streaming
HOHead of Ops · 09:12 IST
Why did USB Condenser Mic ACOS jump to 38% last week? Was it auto-targets or a search-term issue?
Context the agent has
BrandPro Audio · Multi-SKU
ChannelAmazon IN · SP/SB/SD
Week conventionSun → Sat · ISO-W21
Tools available28 (Ads API v3 · SP-API · sku_master · sqp)
NNeuraedge Agent · Claude 4.7
3 tool calls · 1.8sPulling 14-day search-term performance for the SKU, then segmenting auto vs manual targets to isolate the spike.
tool_use · analytics_search_term_list
{
brand: "PROAUDIO",
asin: "B0XXXXX...",
range: "last_14d",
segment: "target_type"
}→142 rows · 3 net-new search terms · 1 outlier flagged
One auto-target — "cheap blue mic" — is consuming 31% of spend at 84% ACOS. Checking if it leaked into manual.
tool_use · analytics_targeting_performance
{
campaign: "ProAudio-Auto-SP-IN",
range: "wow",
metrics: ["acos", "spend", "orders"]
}→ACOS 38% (was 22%) · 92% of delta from 1 auto-target
Diagnosis
- Auto-target "cheap blue mic" — irrelevant traffic, ACOS 84%
- Negative missing across 4 sibling campaigns
- Converting term "usb condenser mic" stuck in auto — should be harvested to manual
Recommended actions · reversible
Add "cheap blue mic" as exact negative across 4 portfolios
Pause auto-target on parent ASIN — keep manual variants
Reduce bid 15% on broad-match "blue mic"
Harvest "usb condenser mic" → manual Brand-SKAG-SP-IN
Projected · 7 days post-apply
ACOS 38% → 24%
Audit trail · every action logged · reversible window 7dCron · weekly Sun 07:00 IST
Case study · live
The Operations Control Center.
A single command bar for a multi-channel ecommerce operation. Replaces a stack of bookmarked spreadsheets with one URL. Multi-brand internal tooling. (Client name redacted under NDA.)
Stack: Next.js · FastAPI · Postgres
⌬control.client.internal
Operations Control Center
Centralized access to all internal tools · multi-brand
| Channel | Tool | Launch |
|---|---|---|
| // Dashboards | ||
| MARKETPLACE | Target vs Actual Dashboard | Open |
| D2C | Weekly Sales Dashboard | Open |
| AUDIO | Target vs Actual Dashboard | Open |
| D2C | Ad Pilot Dashboard | Open |
| MARKETPLACE | Projections Dashboard | Open |
| // Calculators | ||
| D2C | Margin Calculator | Open |
| AUDIO | Cross-Border Margin Calculator | Open |
| Q-COMM | Margin Calculator | Open |
| // Trackers & Reports | ||
| D2C | AM Replenishment Tool | Open |
| D2C | Import Tracker | Open |
| D2C | Buybox Report | Open |
| MARKETPLACE | Weekly Auto-Report (Sun 07:00 IST) | Open |
| // AI & Automation | ||
| D2C | Amazon Ads Automation (Hector-AI style) | Open |
| MARKETPLACE | Forecast & Projection Engine | Open |
| AUDIO | SQP Funnel & Opportunity Finder | Open |
Pricing
Starts at ₹999. Scales with complexity.
We price by scope, not hours. A basic margin calculator starts at ₹999 — a full control center with AI agents lands in lakhs. Send your requirement; we reply in 24 hours with a fixed quote.
// Tier 1 · Quick Tool
Basic Ops Tool
from ₹999
Single-purpose, single-page tool. Perfect for "this one annoying spreadsheet" problems. Delivered in days.
- Simple calculator, form, or tracker
- One data source / no live APIs
- Hosted on Vercel (free)
- 2–5 day delivery
- 1 round of revisions
// Tier 2 · Sprint Build
Integrated Tool
from ₹25,000
Mid-complexity build with live data, integrations, and real workflow. The everyday "we need a proper dashboard" tier.
- Live API / database integration
- Auth + multi-user access
- Charts, filters, exports
- 1–2 week delivery
- 30-day post-launch support
// Tier 3 · Custom Project
AI Tool Suite
from ₹1,00,000
Full automation systems, AI agents, multi-tool suites. The Operations Control Center tier.
- 3+ tools with shared auth
- Claude-powered AI agents
- Cron jobs + alerts + WhatsApp/Slack
- 3–6 week delivery
- 60-day post-launch support
- Team onboarding session
Pricing methodologyWe price by scope complexity, not hours billed. Every quote is fixed-price — no surprise invoices. Need monthly continuous building? Ask about our Partner retainer (from ₹1.8L/month).
How we work
Fixed scope. Fixed price. Shipped fast.
Each engagement ends in a working tool, not a slide deck. If a project would take longer than four weeks, the scope is wrong — and we trim it together.
01
Discover
We sit with the operator doing the manual work. We want to see the spreadsheet, the WhatsApp group, the 6am ritual.
~ 2 days
02
Prototype
Working clickable thing with your real data — not Figma. We decide what stays based on what feels right to use.
~ 1 week
03
Ship
Deployed to your domain or VPS. Real auth. Real data. Real cron jobs. The team starts using it on Monday.
~ 2 weeks
04
Hand off
Code in your repo. Docs in your Notion. Optional retainer for tweaks. No vendor lock — you can replace us anytime.
~ 2 days
The team
A small, senior team. By design.
No juniors. No account managers. You talk to the people building your tools.
NS
Founder
Nitesh Sharma
Builds AI tools for ecommerce operations. Focused on replacing spreadsheets with software since 2022.
FocusAI architecture · Strategy
Building since2022
TM
Senior · Engineering
Tushar Mali
Backend systems and data pipelines. Builds the infrastructure that keeps everything running quietly in the background.
FocusBackend · Data systems
StackPython · FastAPI · SQL
VP
Senior · Engineering
Vikas Pandey
Frontend and interface design. Builds tools where dense operational data feels simple to read and act on.
FocusFrontend · UX
StackNext.js · React · Tailwind
Built for
Operators across every ecommerce category.
Whatever channel you sell on, the data lives somewhere — Amazon Ads, SP-API, quick-commerce portals, internal sheets. We turn it into tools your team actually opens.
01
D2C
02
Marketplace
03
Quick-commerce
04
Audio & Pro Audio
05
Cross-border
Stack
Production-grade, from day one.
Chosen for shipping speed and low ongoing cost. Most builds run on a $10/mo VPS or the free Vercel tier — your tools shouldn't cost more than they save.
// Frontend & apps
Next.js 16App router, Server Components
React 19 + TypeScriptStrict mode, no any's
Tailwind v4 + shadcn/uiDesign-system speed
React Native (Expo)When tools need to be mobile
Motion (Framer)Animations done right
// Backend & AI
FastAPI + PythonData pipelines & AI agents
Claude 4.7 Opus / SonnetTool use, MCP, RAG
Postgres + SupabaseAuth, realtime, RLS
Vercel / HetznerEdge functions + cheap VPS
Cloudflare WorkersEdge cron jobs
Let's build
Spending 10+ hours a week
on something manual?
Send us the spreadsheet, the report, or the workflow. We'll reply in 24 hours with whether we can automate it and what it costs.