celebriacollective.com
Business software
Celebria Collective
Studio management system & website
A studio management system and public website for a full-service wedding-planning studio covering planning, venues, décor, photography and catering.
Turn busywork into intelligent systems.
SoLS AI is an AI engineering studio. We automate operations, build production-grade software around your business, and push the frontier with our own AI research.
- Published AI research
- End-to-end delivery
- Working with teams anywhere
SoLS Studio/invoice-automation.flow Live
Trigger
09:41New email · invoice_2381.pdf
AI agent
Extract & validate fields
Tax ID $4,825.00 Due 18 Oct
Update ERP
Notify team
Log to dashboard
- ✓INV-2381 processed4.2s
- ✓PO-1194 matched to vendor2.8s
- ✓Daily report sent to 3 managers1.1s
Built with the tools modern teams trust
- Python
- PyTorch
- Hugging Face
- TypeScript
- React
- Next.js
- Node.js
- FastAPI
- PostgreSQL
- Docker
- AWS
- LangChain
- n8n
- Flutter
What we do
Five ways we help you move faster.
From a single automated workflow to a full product team — pick where you want to start.
How we work
A clear path from idea to impact.
No black boxes. You see progress every week and know exactly what you are paying for before we write a line of code.
- 01
Discover
We learn your business, map the workflow and pinpoint where AI or software will pay off fastest.
- 02
Design
A written scope, architecture and clickable prototype — agreed with you before the build begins.
- 03
Build
Short sprints with weekly demos, tested code and progress you can actually see and try.
- 04
Launch & support
We deploy, monitor, train your team and stay on to improve the system as you grow.
Selected work
Built by SoLS, running in the real world.
Studio management, healthcare booking, institution management and automated data collection — a few of the systems we have shipped.
bookmyscans.com
Platforms & websites
BookMyScans
Healthcare booking platform
An online platform where patients find and book diagnostic scans and health check-up packages across a network of partner centres.
Automation & AIIn-house Beta · live
SoLS DataWeave
Automated data collection platform
Our in-house platform that collects data automatically from many sources, cleans it and delivers it in a structured, ready-to-use form — replacing hours of manual gathering.
Business software
Bluetick Academy
Institution management system
An institution management system that brings the academy’s day-to-day administration — students, courses and operations — into one place.
Also delivered
- Billing software
- Restaurant management
- Educational websites
- Studio management
- ERP implementations
- Automated data collection
- AI agents for repetitive tasks
- Accessibility remediation toolkits
Research lab
We don’t just use AI. We build it.
RecurrMoE is our open research into adaptive computation: a 1.03B-parameter model that decides, token by token, how much thinking each word needs. The same engineering rigour goes into every client system we ship.
- Compute reduction
44.4%44.4% - Memory reduction
93.7%93.7% - Virtual expert paths
3636 - Pretraining tokens
12B12B
Why SoLS AI
Research-grade minds. Practical results.
Research-grade engineering
We designed and trained our own language model. That depth shows up in every system we build.
Built for production
Tests, monitoring, documentation and a clean handover — software that keeps working after launch day.
Transparent by default
Written scope, weekly demos and honest timelines. You always know where your project stands.
Partners for the long run
We stay on after launch to support, improve and scale what we built together.
Internships
Learn by shipping real things.
Our internship programme puts students and recent graduates inside live client and research projects — not toy assignments. You will write production code, get it reviewed, and leave with work you can show.
AI & Machine Learning Full-stack Development Automation & Integrations Data Engineering
- Work on real client and research projects
- One-on-one mentorship from engineers and researchers
- Code reviews, weekly demos and career guidance
- Certificate of completion
How to apply
- 1
Send your application through the contact form with your resume, GitHub or portfolio
- 2
Complete a short, practical task in your chosen track
- 3
Have a friendly technical conversation with the team
- 4
Onboard, meet your mentor and pick up your first task
AI collaborations
Let’s push AI forward, together.
We team up with institutions, researchers and companies who want to build or study AI seriously.
Our team
The people behind SoLS AI.
Daniel Joe
Project Manager
Deepak
Project Leader
Bala Murugan
Lead Researcher
Sudalai
Data Manager
Muthu Siva
Data Collector
Shree Lakshmi
Sales Executive
SoLS AI at a glance
- What SoLS AI is
- SoLS AI is an AI engineering studio that builds business automation, production software and custom solutions, and runs its own AI research lab.
- Services
- Automation projects, production software, custom client builds, AI research collaborations and internships.
- Delivered work
- Billing software, restaurant management, educational websites, studio management, ERP implementations, healthcare booking, institution management, automated data collection, AI agents and accessibility remediation toolkits.
- Notable projects
- Celebria Collective (studio management), BookMyScans (diagnostic booking platform), Bluetick Academy (institution management) and SoLS DataWeave (automated data collection).
- Research
- RecurrMoE, an adaptive 1.03B-parameter language model architecture that cuts deployment compute by 44.4% (DOI 10.5281/zenodo.20570332).
- How projects run
- Discovery, a written scope and prototype, weekly demos during the build, then launch and ongoing support. Clients anywhere are supported remotely.
Anyone with a process worth improving — from small businesses and manufacturers to startups and enterprises. If your team spends hours on repetitive work, or you need software that does not exist yet, we can help.
With a short discovery call. We understand your goals, then send a written proposal with scope, timeline and cost. Work begins only once you are happy with the plan.
Yes. We work with teams anywhere through video calls, shared workspaces and regular demos, across time zones. You are always welcome to visit our office too.
Usually, yes. Most of our automation work connects tools you already use — accounting software, CRMs, spreadsheets, email and messaging apps — rather than replacing them.
Students and recent graduates in computer science, IT, electronics or related fields who are eager to build. Send us your resume and projects through the contact form and choose "Internship".
Reach out through the contact form and choose "AI collaboration". Tell us about your area of interest and we will set up a call with our research team.
Contact
Let’s build something that matters.
Tell us a little about what you need. We usually reply within one business day.
Visit our office
- 7/5C, OS Street,
Thisaiyanvillai, Tirunelveli District,
Tamil Nadu 627657, India - +91 88255 02378
- research@sols-ai.com