AI-native design & technology studio

Designing the AI-first future.

We help visionary businesses build and scale AI-first products — faster, smarter, and with purpose. Deep product roots, AI-first engineering, cross-continental agility.

Trusted by teams building the frontier
BLOCKCHANGElumiwealthMUPPIESAtriadefassforwardincortaZesterzbyteVerizonCOMPASSSailPointmedtigoALYKA HealthThe Syndicate Group
The problem we solve

Solving what holds businesses back

Modern companies are overwhelmed by manual workflows, legacy systems, and missed AI opportunities. Visionaut Labs bridges that gap — turning ambiguity into tangible, high-impact AI solutions.

0%
of enterprise leaders say they're unsure how to integrate AI into their operations.
Source: McKinsey
What we do

Discover, Build, Grow

AI-driven services across the full venture lifecycle — from startup product launches to industrial-grade AI automation.

Discover

We map where AI creates real leverage before a line of code is written.

  • Product strategy & research
  • AI opportunity mapping
  • UI/UX for AI workflows

Build

Full-stack engineering that ships production AI, not prototypes.

  • Full-stack AI development
  • AI/ML systems
  • Web, mobile, NLP

Grow

Go-to-market and infrastructure that scale with the product.

  • GTM & growth ops
  • Data & automation
  • Scaling AI infrastructure
Our process

Full-lifecycle development of your AI venture

01

Discover

Insight into the problem, then scope down to the focus.

02

Design

Explore potential solutions, prototype, and gather feedback.

03

Develop

Build, test, and optimize the path to a working MVP.

04

Scale

Go-to-market, growth operations, and AI infrastructure.

Selected work

AI for business

From AI-powered healthcare reporting to distributed industrial automation.

Startup

DNA & epigenetics reporting platform

AI-powered recommendations engine. Daily report delivery grew from 5 to 200+.

Case study
Startup

Broker-free real estate platform

GenAI staging tool for the NYC market — users save up to $60K in broker fees.

Case study
Enterprise

Automated data pipeline, remote sites

IoT + SCADA integration with cloud reporting and fail-safe sync.

Case study
This team is more than a competent technology and design firm. Their true strength is being a reliable resource with remarkable dedication — routinely one step ahead, often anticipating our business need before we'd communicated it.
RK
Rick Kulkarni
CEO @ medtigo · North Adams, MA
Engagement models

Built to match your org's AI needs

Our work

AI for business

Full-lifecycle AI ventures — startup product launches and industrial-grade automation alike. Every project ships measurable impact.

Startup · Featured

DNA & epigenetics lab report generation platform

An AI-driven platform analyzing test results to generate personalized health reports. We built dynamic report regeneration tools, a no-code rule-logic admin panel with sandbox testing, and a secure consumer app for viewing results.

0×
throughput lift
0+
daily reports, up from 5
1-click
rule deployment
Product StrategyRecommendations EngineNo-code Admin
Startup

DNA & epigenetics reporting platform

AI-powered recommendations engine for personalized health reports — daily delivery grew from 5 to over 200, with one-click rule deployment.

HealthTechRecommendationsConsumer App
5 → 200+ reports per day
Enterprise

Automated data pipeline for remote water sites

A fully automated SCADA + IoT system with Ladder control logic, Azure cloud reporting, and local-storage fail-safe sync during connectivity loss.

IoT + SCADAAzurePython Flask
Industrial automation
Startup

Broker-free real estate platform

A commission-free platform for the NYC market with ACRIS public-records integration and a GenAI virtual-staging tool. Users save up to $60K in broker fees.

GenAIPropTechTransactions
$60K saved per user
Enterprise

Ant colony optimization on Apache Spark

A distributed predictive engine tracing user navigation across large graphs, with dual-weight ACO logic implemented in Scala for real-time behavior prediction at scale.

Distributed AIApache SparkScala
Graph behavior prediction
Startup

AI marketing video automation platform

A GenAI tool that turns marketing scripts into social-ready videos. 40-day MVP, scaled to 50+ brands processing 10,000+ scenes monthly with zero downtime.

GenAIFastAPI + SupabaseAWS ECS / S3
10,000+ scenes per month
Enterprise

Intelligent SCADA driver for industrial automation

An LLM + ANN system that translates English instructions into SCADA commands, with attention mechanisms preserving parent-child object hierarchies for unseen configurations.

LinyLlamaCustom ANNNode.js + SQL
NL → SCADA translation
Startup

AI-driven personalized security training

An AI-driven EdTech platform that auto-generates security training videos with Azure OpenAI + Runway ML. 5 beta orgs, 100+ users, 85% engagement.

Azure OpenAIRunway MLNext.js + Django
85% beta engagement
Enterprise

AI classification engine for industrial codes

A TensorFlow neural network that replaces fragile regex with adaptive learning — mapping SCADA/PLC codes to hierarchical objects via semantic similarity and prediction probabilities.

TensorFlowSemantic similarityClustering
Code intelligence
Startup

AI Fit Evaluation framework

A repeatable diagnostic that scores where AI creates leverage — across active pain points and passive efficiency opportunities — before build.

StrategyDiagnosticRoadmapping
Methodology
Enterprise

Cross-continental AI delivery pod

A dedicated AI pod model pairing Maryland-based product leadership with South Asia delivery hubs for around-the-clock velocity.

Dedicated PodOpsDelivery
Engagement model
Who we are

A studio of visionauts

Visionaut Labs is a global AI-native design and technology studio based in Burtonsville, Maryland, with delivery hubs across South Asia — explorers who turn frontier technology into shipped product.

Our vision

We help businesses build AI-first products

Whether you're a startup going to market or an enterprise transforming digitally, we help you unlock the power of applied AI.

Faster

Cross-continental agility compresses the path from idea to shipped MVP.

Smarter

PhD-trained AI expertise paired with deep, practical product roots.

Measurable

Every engagement is judged by tangible, high-impact outcomes — not output volume.

Our team

The crew behind the work

QM

Qasim Mehdi

AI & Data Science

A PhD-trained data scientist and engineer specializing in machine learning, algorithm design, and quantitative modeling. He leads cross-functional teams building AI for energy systems, carbon tech, and large-scale industrial challenges.

UN

Usama Nawaz

Full-Stack & API Engineer

A senior full-stack developer with 9+ years building scalable web apps and robust APIs in Python, Node.js, and React. He's shipped SaaS platforms, AI-powered chatbots, and high-performance backends.

HA

Hassan Aftab

Product & Business Strategy

A product leader with 10+ years launching high-impact digital products across HealthTech, FinTech, Web3, and AI. He's scaled startups to 1M+ users and secured $30M+ in client funding through pitch strategy.

TS

Taqi Shuja

AI & Industrial Automation

A specialist in predictive automation and intelligent SCADA systems, combining deep experience with ICONICS, Ignition, and AVEVA with AI/ML model design and full-cycle engineering.

How we help

As a driver of modern AI innovation

AI Fit Evaluation

Does your business actually need AI? We assess fit before anyone commits to build.

Active problems

Big industry pain points where AI delivers a step-change, not an increment.

Passive problems

Cost cutting, efficiency, and the quiet workflow drag that compounds over time.

Let's build smarter together

Your AI journey starts here

Reach out for a free AI Fit Evaluation of your business. We'll tell you honestly whether — and where — AI creates measurable impact.

Thanks — your AI Fit Evaluation request is in. We'll be in touch within two business days.
Something went wrong sending your request. Please email qmehdi@visionautlabs.com directly, or try again in a moment.
Common questions

Before you reach out

A short, free assessment of whether — and where — AI can create measurable impact in your business, covering both active pain points and passive efficiency opportunities. It ends with a clear recommendation, even if that recommendation is "not yet."

Three: a Dedicated AI Pod for ongoing delivery, a Fractional AI CTO for strategic leadership, and Sprint-Based Delivery for scoped, time-boxed engagements. If you're unsure, we'll recommend the right fit during the evaluation.

Everything from startup product launches to industrial-grade AI automation — HealthTech recommendation engines, GenAI product features, IoT + SCADA pipelines, and distributed AI systems among them.

Visionaut Labs is headquartered in Burtonsville, Maryland, with delivery hubs across South Asia — giving engagements cross-continental agility and near-continuous velocity.

Where ideas take flight

Let's build smarter together

Every great technological revolution starts with an idea. Reach out for a free AI Fit Evaluation of your business.