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.
Busywork in. Systems out.
SoLS AI is an engineering studio. We automate operations and build production software around how your business runs, backed by our own AI research lab.
What we build
Five ways in, one team throughout.
Start with a single automated workflow or a whole product. The people who scope it are the people who build and support it.
Selected work
Running in the real world.
Studio management, healthcare booking, institution management and automated data collection, all in daily use.
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-houseBeta, live now
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 softwarerestaurant managementeducational websitesstudio managementerp implementationsautomated data collectionai agents for repetitive tasksaccessibility remediation toolkits.
How a project runs
You see it working every week.
Scope, cost and timeline are agreed in writing before any code is written. After that, short builds and a demo you can try each week.
Discover
We learn your business, map the workflow and pinpoint where AI or software will pay off fastest.
Design
A written scope, architecture and clickable prototype, agreed with you before the build begins.
Build
Short sprints with weekly demos, tested code and progress you can actually see and try.
Launch & support
We deploy, monitor, train your team and stay on to improve the system as you grow.
From our lab
RecurrMoE thinks only as hard as it needs to.
Our 5-person lab designed and trained a 1.03B-parameter language model that decides, word by word, how much computation each word deserves. Easy words exit early; hard ones get more thought. At deployment that cuts compute by 44.4%.
Open access · DOI 10.5281/zenodo.20570332
Internships
Ship real code before you graduate.
Hands-on programmes where students ship real code on real projects, mentored by working engineers and researchers.
- AI & Machine Learning
- Full-stack Development
- Automation & Integrations
- Data Engineering
AI collaborations
Build the research with our lab.
Partner with our research team on model training, fine-tuning, applied AI and joint publications.
- Universities & collegesJoint research, student projects, workshops and industry exposure for students and faculty.
- Researchers & labsCo-author papers, share compute and datasets, and extend our work on efficient, adaptive models.
- Startups & companiesR&D partnerships, AI proofs of concept and co-built products where we bring the AI expertise.
The team
Small team, whole system.
Daniel Joe
Project Manager
Deepak
Project Leader
Bala Murugan
Lead Researcher
Sudalai
Data Manager
Muthu Siva
Data Collector
Shree Lakshmi
Sales Executive
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.
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.
Contact
Tell us what’s slowing you down.
A few lines is enough. We reply within one business day.
- research@sols-ai.com
- Phone and WhatsApp
- +91 88255 02378Message on WhatsApp
- Office
- 7/5C, OS Street, Thisaiyanvillai
Tirunelveli District, Tamil Nadu 627657, IndiaGet directions