About us
About AxcelerateAI
- 50+ AI engineers and specialists
- Offices in Austin and Lahore
- You own the code and models
Aerial detection
Pose estimation
Medical imaging
Property taggingHow we started
AxcelerateAI was founded in 2020 by two university graduate fellows who had built one of Pakistan’s first deep-learning Urdu handwriting recognition systems. They kept seeing the same gap between what research could do and what industry was actually using, and started the company to close it.
- AI engineers and specialists
- 50+
- AI models delivered
- 150+
- API requests served
- 2M+
- GitHub stars on AS-One
- 580+
What we build
Custom AI, from pixels to documents to decisions
Most projects combine several of these. We pick the model for the job, train it on your data and ship it into your systems.
- Computer vision services
Computer vision
Detection, tracking, segmentation and visual search for images, video and drawings, running in the cloud or on edge devices. LLMs and agents
Private language models and agents that answer questions over your knowledge, monitor conversations and draft responses for review.Example: an offline research LLMSocial listening agentsDocument AI
OCR and extraction that turn leases, offering memorandums, IDs and forms into structured fields your systems can use.Example: offering memorandum parsingIntelligent document processingPredictive AI
Forecasting and anomaly detection on time series and operational data, from rental growth to temperature readings.Example: temperature anomaly detectionCRE market forecastingGenerative AI
Image generation that respects real constraints, such as virtual staging that keeps room geometry intact or mosaic designs matched to available tile colours.Example: custom mosaic generationAI virtual stagingPrivate deployment
Any of the above running air-gapped on your servers, in your own cloud account or on edge hardware, with no third-party APIs.Details: security, data handling and IPSovereign AI
Where we go deepest
Four areas we focus on
We take on custom work across industries, and we have built repeatable pipelines in these four.
- Floor plan AI
Floor plan and drawing analysis
Computer vision and OCR that turn PDF floor plans and construction drawings into structured data: rooms, walls, doors, symbols and dimensions for takeoffs, compliance checks and valuation.
Floor plan analysis - PropTech & staging
PropTech generative tools
Virtual staging that keeps room geometry intact, listing image tagging and MLS compliance checks, and document AI for offering memorandums and leases.
PropTech AI AI social listening and engagement
Agents that monitor conversations on channels such as Reddit, X and LinkedIn, capture buying signals and draft responses in real time.
Social listening and engagement- Sovereign AI
Sovereign and private AI
Private LLMs and computer vision deployed air-gapped on your servers, in your own cloud account, or on edge devices, with models you own outright.
Sovereign AI
How we work
Start small, prove it, then scale
You see the model working on your own data before you commit to production, and you can stop after any step.
Step 1: AI Opportunity Audit
3–5 business days
We map where AI will pay off in your business, estimate the return and hand you a prioritised roadmap.
- Automation opportunities mapped
- ROI projections before you invest
Step 2: Proof of concept
4–6 weeks
A working model on your own data, with accuracy measured against the targets we agreed up front.
- Fixed scope
- NDA on request, you own the IP
Step 3: Production and support
Ongoing
We ship it into your stack, in your cloud or on your servers, then monitor, retrain and scale it.
- Monitoring and retraining
- Dedicated engineering team
Our team
Who you'll work with
Our team of 50+ AI engineers and specialists works across two offices. You get a US point of contact and a dedicated engineering team that goes deep on computer vision, LLMs and MLOps.
Shehryar Malik
Chief Executive Officer (CEO)
Naeem Maqsood
Chief Technology Officer (CTO)
Both write regularly about the systems we build, from floor plan analysis to edge deployment. Read their work on our engineering blog.
Austin, Texas
Client relationships, scoping and project leadership during US business hours.
5900 Balcones Drive, STE 100, Austin, TX 78731Lahore, Pakistan
Model development, deployment and managed services, with scheduled overlap with your working day for standups and reviews.
585-H3, Johar Town (Opp. Expo Center), Lahore+92 (314) 424-5425
Open source
AS-One: one Python interface for detection and tracking
We designed and built AS-One with Augmented Startups to remove the integration work of switching between computer vision frameworks. It wraps YOLO versions 5 through 9 and trackers such as ByteTrack and DeepSORT behind a standard API, and runs on PyTorch, ONNX and CoreML.
580+ GitHub stars on AS-One
Selected clients
Teams we've built for
Startups, PropTech platforms, research groups and healthcare teams. Each name links to the project we delivered.
- Atacana case study
- Finance Lobby case study
- PropTexx case study
- Reath AI case study
- Augmented Startups case study
- Hā Health case study
- gbMeals case study
- WildEarth case study
- Mozaico case study
- AlwaysLegit case study
- MiniStats case study
- Celsi case study
- Hommeltek case study
- Human Focus case study
What clients say
Read verified reviews on Clutch (opens in a new tab)“AxcelerateAI developed a computer vision app [which] seamlessly integrated with [our] platform and achieved high accuracy, precise tracking, and processing efficiency, receiving very positive user feedback. AxcelerateAI was highly organised, responsive, and communicative, and they offered great value for the money.”
Graham WallingtonCEO, Wild Earth (opens in a new tab)“[Because of AxcelerateAI we] experienced favourable results in both precision and recall metrics, along with improved response times of the [LLM-based] system. AxcelerateAI has ensured prompt responsiveness and delivered all tasks [assigned] on time. Their meticulousness and tech stack knowledge are exemplary.”
Abdigani DiriyeHead of ML, Atacana (opens in a new tab)“One of the most notable attributes of this company that stood out prominently was their exceptional commitment to innovation and efficiency. The organisation demonstrated a distinctive ability to navigate complex challenges by leveraging cutting-edge technologies and adopting forward-thinking methodologies.”
Asad WaheedCOO, Algo Republic (opens in a new tab)
Working with us and joining us
Running a vendor review?
We sign NDAs before data is shared, deploy into your environment and hand over the code and model weights you paid for.
Security, data handling and IPWant to build with us?
We hire machine learning engineers and computer vision developers who like shipping to production.
See open roles at AxcelerateAINot sure where AI fits yet? Start with the AI Opportunity Audit.
Related
Keep exploring
Book a strategy session
Have a project in mind?
Tell us what you want to automate. We reply within 1 business day, and the first call is with an engineer.
- Send the form, it takes 2 minutes
- We reply within 1 business day, under NDA if you need it
- A 30-minute call to scope feasibility and next steps