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AIoverflow.tech
Global AI engineering · AIoverflow.tech

From AI ambitionto enterpriseimpact.

Strategy, product engineering, and intelligent operations in one accountable delivery partner—from the first use case to systems that scale.

Work with us What we do
4
Products operating in production
3
Complex operating domains
E2E
Strategy through managed operation
01What we do

Practical AI, from one workflow to a complete operation.

We find work worth improving, connect AI to the tools already in use, and build a controlled system that your team can understand.

01

AI strategy & opportunity

Decide where AI is useful, what to build first, and how to evaluate it.

We map your team's work, available data, approval rules and operating costs. You get a prioritised build plan with a clear scope and quality criteria for the first workflow.

Explore this service
A workflow teardownA build plan with effort & payoffA prioritized value portfolio
02

AI automation & agents

Turn repetitive, multi-step work into controlled workflows that act.

We connect customer conversations, inboxes, documents, and business systems so agents can prepare and complete useful work. They use approved data and tools, while people remain in control of claims, exceptions, and consequential actions.

Explore this service
A customer-service resolution agentAn inbox-to-CRM workflowDocument processing with approval
03

Private AI & model deployment

Run the right model in the cloud, on your devices, or inside your infrastructure.

We evaluate large models, local LLMs, and small language models (SLMs) against your real work. Then we deploy the best fit on-premise, privately, or in a hybrid setup—with retrieval, monitoring, and security boundaries built in.

Explore this service
A local LLM over private knowledgeAn SLM for a focused taskAn on-premise agent platform
04

AI product engineering

Launch differentiated AI products and experiences built for real adoption.

From product strategy and experience design to engineering and managed operation, we deliver complete AI applications. The same product discipline behind our own brands becomes a repeatable advantage for clients.

Explore this service
A production web app, start to finishOngoing operation, not just handoverThe same stack behind our own products
Tell us what you're working onHow we engage →
02Automation blueprints

Real work.
Every step made clear.

See what comes in, what AI does, and where your team decides. Explore four example workflows we can design around your business.

01Customer service & revenue operations

Turn a customer request into a resolved case.

Connect the conversation to the right account and policy. Prepare the answer, get approval where needed, and keep the customer record up to date.

Starts with

An email asking to change a delivery address

Designed result

An approved reply and an updated case record

Interactive example

Sample data · no live connections

Select a step to see the work inside.

Explore the steps1 / 4
Intake agentRequest received

Customer email

Message
Can you change the delivery address for order DEMO-104?
Intent
Change delivery address
Next action
Check order and address-change policy

The original message stays attached to the case.

People stay in control. A person approves changes to customer details.

02Local LLMs & small language models

Find the right model for one focused task.

Test cloud, local and small language models on your own examples. Choose a deployment from evidence about quality, privacy and operating requirements.

Starts with

Private documents that need to be classified

Designed result

A model selection and deployment plan backed by tests

Interactive example

Sample data · no live connections

Select a step to see the work inside.

Explore the steps1 / 4
Your team + AIoverflowTest brief prepared

Evaluation brief

Task
Classify incoming documents by department
Example input
A supplier invoice with an unclear department
Expected behaviour
Route to Finance, or ask for review when uncertain

Representative and difficult examples belong in the same test set.

People stay in control. Your team sets the quality bar and approves the model.

03On-premise AI agents

Handle sensitive work inside your environment.

An internal agent checks approved records and prepares an action. Permissions, human review and execution logs remain part of the workflow.

Starts with

An internal request for access to a project folder

Designed result

A reviewed access decision with a traceable record

Interactive example

Sample data · no live connections

Select a step to see the work inside.

Explore the steps1 / 4
Internal request queueRequest received

Internal ticket

Request
Read access to the project delivery folder
Requester
An authenticated employee
Data boundary
Request and records stay in the private environment

The internal identity is linked to the original request.

People stay in control. The agent cannot grant access without an authorised reviewer.

04Document & back-office automation

Move an invoice from the inbox to a checked record.

Extract the fields, compare them with the purchase order, and surface mismatches. Your team resolves the exception before an approved record reaches the ERP.

Starts with

An emailed invoice that does not match its purchase order

Designed result

A reviewed ERP draft with the original evidence attached

Interactive example

Sample data · no live connections

Select a step to see the work inside.

Explore the steps1 / 4
Document agentInvoice captured

Invoice DEMO-208

Source
Supplier email with PDF attachment
Extracted fields
Supplier, invoice number, total and purchase order
Original
Email and document attached to the same record

A field can be checked against the document it came from.

People stay in control. A mismatch pauses the workflow. Payment is never automatic.

What would this look like in your business?

We scope the data, tools, approval rules and evaluation criteria with you. These are illustrative blueprints, not pre-connected products.

Map my workflow
03Our own products

We don't just consult on AI. We run it.

These are our own brands — built, shipped, and operated in production. They're also the clearest proof of what we can build for you.

/scribedesk
Healthcare · In beta

ScribeDesk

Clinical documentation that writes itself.

An AI clinical scribe that records the consultation and generates structured documentation in real time — SOAP notes, prescriptions, follow-up tasks, and billing codes — so clinicians can focus on the patient, not the chart.

/sellos
Retail · In beta

Sell OS

A fast, GST-ready POS for Indian medical shops.

A minimalist, multi-tenant point-of-sale built for Indian pharmacies and medical shops. Billing, batch-level inventory, customer history, and GST-ready reports — fast enough to keep up with a busy counter.

04Custom solutions

Production systems, not innovation theatre.

Domain-specific platforms built around operating realities, measurable outcomes, and long-term ownership.

Maritime · Live
A maritime audit consultancy

AuditVault

Replaced an email + file-transfer + spreadsheet workflow with one web platform for managing vessel audits end to end.

A maritime consultancy was running every ship inspection through email threads, WeTransfer links, and a shared spreadsheet. We built a single platform that tracks each audit through an eight-stage lifecycle, gives clients a self-serve portal to download their own reports, and enforces per-vessel access control. Designed for a senior, non-technical primary user — plain language, large type, and a layout that mirrors the spreadsheet the team already knew.

  • 5 audit types across an 8-stage tracked lifecycle
  • Per-vessel access control, not just per-company
  • Clients self-serve reports — no more file-transfer links
Maritime · In beta
Maritime operations

MarinePulse

A passage-planning and operations tool for maritime teams, built to bring structure to voyage workflows.

An operations-focused product for maritime teams, centered on passage planning and the day-to-day coordination of voyages — extending our work in the maritime domain alongside AuditVault.

  • Structured passage-planning workflow
  • Built on the same production stack as our other platforms
Beauty & Hospitality · Live
A luxury beauty salon, Dubai

Qasr Alshar Salon

A luxury booking website, real-time appointment system, and admin dashboard for a multicultural beauty salon in Dubai — built to convert visitors and outrank competitors organically.

Qasr Alshar Salon needed more than a brochure site. We built a gold-on-black luxury web experience with a real-time slot picker (Dubai timezone aware, capacity-controlled server-side), a full admin dashboard for services, pricing, opening hours, and blocked dates, and an AI-powered SEO blog that publishes locally targeted articles every alternate day. Bilingual-ready — English ships complete, with Arabic RTL built in.

  • Real-time booking with double-booking prevention and automated email confirmations
  • Admin dashboard: services, pricing, hours, blocked dates, and blog management in one place
  • AI SEO blog auto-publishing every other day — targeting Dubai long-tail service keywords
  • Bilingual (English + Arabic RTL) from the first release
Visit site
05Enterprise foundations

Built to perform.
Designed to be governed.

Every system is engineered for quality, transparency, security boundaries, cost control, and responsible human oversight from day one.

Right-sized and model-agnostic—we test cloud, local, large, and small models for each task.

Evals from day one, so we measure quality instead of guessing.

An auditable cost-per-call — you always know what AI is costing you.

Humans in the loop by default; autonomy is earned as accuracy is proven.

Execution traces you can inspect — no black boxes.

06How we work

Fewer ideas, finished better.

  1. 01

    Prioritize value.

    We begin with business outcomes, operating constraints, and the real workflow. Together we select the opportunity with the strongest value, feasibility, adoption, and risk profile.

  2. 02

    Prove it in production.

    Real users, governed data, measurable quality, and live operating conditions from the start. We surface value and risk early through focused production releases.

  3. 03

    Scale with control.

    We strengthen the platform, governance, and operating model as adoption grows. Continuous evaluation and improvement turn an initial win into a durable enterprise capability.

Where we've competed & placed

Axis BankWalmartAmadeusBajaj FinservSamsungHoneywellDropboxBitgetAxis BankWalmartAmadeusBajaj FinservSamsungHoneywellDropboxBitget
Enterprise AI creates value when strategy, technology, adoption, and governance move as one system.
— AIoverflow operating principle
07Get in touch

Start with the
right enterprise workflow.

Bring us a transformation priority, an operating bottleneck, or a product ambition. We'll map the fastest credible path to value.

Get in touch hello@aioverflow.tech