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SoLS AI
Our work

Systems that run real businesses.

From studio management and healthcare booking to institution management, automated data collection and our own AI research — here is what SoLS AI has built.

WebAPIsPDFsSheetsDataWeaveSTRUCTURED OUTPUT
Automation & AIIn-house

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.

What we built

  • Scheduled, automatic data collection pipelines
  • Cleaning, de-duplication and validation of incoming data
  • Structured output ready for analysis, reporting and AI training
  • Monitoring so failed or changed sources are caught early
celebriacollective.com
Celebria Collective website hero with a guided wedding-planning call to action
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.

What we built

  • Studio management system for the planning team
  • Guided “Plan My Wedding” enquiry flow with three planning paths
  • Interactive “swipe the décor you love” gallery
  • Service pages, real-wedding stories, FAQs and contact flows
bookmyscans.com
BookMyScans platform showing health check-up packages and scan booking
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.

What we built

  • Online booking for MRI, CT and PET-CT scans and health check-ups
  • Health check-up package listings and comparison
  • Patient sign-up, login and cart flow
  • Listings across a network of partner diagnostic centres
StudentsCoursesAttendanceWeekly attendanceToday
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.

What we built

  • Central records for students and courses
  • Day-to-day administration in one system
  • Role-based access for staff
  • Reports for the management team
sols-ai.com/research
RecurrMoE hierarchical architecture diagram
ResearchIn-house

RecurrMoE

Adaptive 1B-parameter language model

Our in-house foundation-model architecture thinks harder only where it needs to, cutting compute by 44.4% at deployment.

What we built

  • 1.03B-parameter architecture trained on 12B tokens
  • Nested mixture-of-recurrence with sparse experts
  • 44.4% compute and 93.7% memory reduction
  • Open-access paper with a DOI
Also delivered

More systems we have designed and built.

Beyond the case studies above, our team has delivered these kinds of systems for clients and for our own use.

  • Billing software

    Invoicing, payment tracking and billing workflows for growing businesses.

  • Restaurant management

    Orders, tables, menus, kitchen flow and daily reports in one system.

  • Educational websites

    Websites and portals for schools, academies and training institutes.

  • Studio management

    Enquiries, bookings, projects and client coordination for creative studios.

  • ERP implementations

    Planning, configuring and rolling out ERP systems that fit how the business runs.

  • Automated data collection

    Pipelines that gather, clean and structure data automatically — like SoLS DataWeave.

  • AI agents for repetitive tasks

    Agents that take over routine, rule-based work and hand exceptions to people.

  • Accessibility remediation toolkits

    Automation that finds and fixes accessibility issues so digital content works for everyone.

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.

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