AI Engineering Studio

AI automation and full-stack product development for growing businesses.

We help teams eliminate manual work, ship operational dashboards, and launch SaaS products — on Azure, React, Node, and Python.

Outcome snapshot Live
40%lower operating costs after automation
  • 847 PDFs processed — zero manual entry
  • Live dashboards for ops & finance
  • Shipped to production in weeks
AV
AvVenturesDelivery you can show your board
PRODUCTION STACK
AzureReactNode.jsPythonMicroservicesOpenAI
Services

What we build for growing teams

Focused offerings — document automation, dashboards, workflow automation, and SaaS MVPs. Every engagement ships to production.

01

AI Document Automation

Turn PDFs, invoices, and forms into structured data — extraction, validation, and routing without manual data entry.

  • PDF & OCR pipelines
  • LLM extraction + rules
  • ERP / email integration
02

Operational Dashboards

Real-time visibility into ops, finance, and field data — built for teams that need answers, not another spreadsheet.

  • React + Node dashboards
  • Live KPIs & alerts
  • Role-based access
03

Workflow Automation

Connect the tools you already use. Automate approvals, syncs, reporting, and handoffs end to end.

  • Multi-step automations
  • API & webhook wiring
  • Audit trails & logging
04

SaaS MVPs

From idea to production-ready product — auth, billing, admin, and the core workflow your users actually pay for.

  • Full-stack MVP builds
  • Azure cloud deployment
  • Microservices when you scale
Proof

Outcomes that matter to the business

Enterprise-grade delivery — the kind of metrics ops and finance teams track.

85%
less manual PDF processing
12+
operational dashboards live
40%
average ops cost reduction
15+
microservices on Azure
PDF automationDashboardsCost reductionMicroservicesAzureReactNodePython

Document pipeline at scale

Built automated PDF ingestion and extraction for high-volume ops — replacing hours of manual review with validated, routed data.

Executive dashboards

React dashboards on Node APIs giving leadership live cost, throughput, and exception metrics across distributed teams.

Cloud-native delivery

Microservices on Azure with Python and Node backends — designed for reliability, observability, and controlled cost.

Packages

Three ways to work together

Start with a free audit, scope a build, or scale with ongoing engineering capacity.

Audit

Find the highest-ROI automation wins in your business — no commitment required.

Free
20-minute call · actionable report
  • Process & tool walkthrough
  • Automation opportunity map
  • Rough effort & ROI estimate
  • Recommended next step
Book free audit
MOST POPULAR

Build

One scoped automation, dashboard, or MVP — designed, built, and deployed.

from ₹1.2L
fixed scope · 3–6 weeks
  • Single workflow or product build
  • AI document or dashboard delivery
  • Azure / cloud deployment
  • Handover + 30-day support
Start a project

Scale

Ongoing engineering for multiple automations, microservices, and product iteration.

Retainer
monthly · flexible hours
  • Dedicated build capacity
  • Microservices & integrations
  • Priority turnaround
  • Quarterly roadmap reviews
Let's talk
Documents

Clear proposals. Proper invoices.

Every engagement starts with a scoped proposal and ends with a GST-compliant invoice — no surprises.

Proposal templateAV-2026-014

Project Proposal

[Date]

Prepared for [Client Company]

Scope

  • AI document automation for inbound PDFs and invoices
  • Operational dashboard with KPIs and exception alerts
  • Integration with existing email / ERP workflow

Deliverables

  • Production automation pipeline
  • Admin dashboard (React + Node)
  • Deployment on Azure + documentation
  • 30-day post-launch support

Timeline

  • Week 1–2: Discovery & prototype
  • Week 3–5: Build & integration
  • Week 6: Deploy & handover

Investment

  • Fixed project fee: ₹[Amount] + GST
  • 50% on kickoff · 50% on delivery
  • Change requests quoted separately
Invoice formatAV/2026/0042

Tax Invoice

GSTIN: 36BIVPA5911N1ZS

[Date]Due: Net 7 days

Bill to

[Client Company]
[Billing Address]
[Client GSTIN — if applicable]

DescriptionQtyRateAmount
Workflow automation — Phase 1 delivery1₹[Amount]₹[Amount]
Dashboard build & Azure deployment1₹[Amount]₹[Amount]
Subtotal₹[Subtotal]
GST₹[GST @ 18%]
Total₹[Total]
Questions

Good to know

What happens in the free automation audit?

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We walk through your current process, identify manual bottlenecks, and map 2–3 high-ROI automation opportunities. You leave with a clear recommendation — whether or not you hire us.

Do you work with existing systems?

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Yes. We integrate with email, ERPs, CRMs, spreadsheets, and legacy APIs. Most engagements connect to what you already run rather than replacing it.

What stack do you use?

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React and Node for apps and dashboards, Python for data and AI pipelines, Azure for cloud deployment, and microservices architecture when scale demands it.

Who owns the code?

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You do. On final delivery you get the full codebase, deployment access, and handover documentation. No lock-in.

Are you a registered business?

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Yes — we are GST-registered in Hyderabad and issue proper tax invoices for every engagement.

Book a free 20-minute automation audit

Tell us where manual work is slowing you down. We'll map the fastest path to automation — or an honest “not yet” if plain software is the smarter move.