Build useful ML,
AI, and web systems.
spacedrift.in is a boutique ML and AI services studio in Bengaluru. We deliver research ops, document AI, OCR automation, RAG MVPs, data annotation, and web development as fixed-scope projects.
Services
Five focused services. Clear deliverables.
We take on work where the output can be defined, built, tested, and handed over. No open-ended retainers, no vague transformation work, and no generalist agency layers.
Research Ops for Academia
Reproducible experiment pipelines, dataset curation, baseline replication, and publication support for PhD scholars, academic labs, and ed-tech teams. We help turn research ideas into results that can be reviewed and defended.
Document AI & OCR
Custom OCR and document AI pipelines for invoices, receipts, ID documents, forms, and Indian-language scripts. We deliver validated extraction workflows with 97%+ accuracy targets on agreed fields.
RAG & AI MVPs
Internal knowledge-base chatbots, retrieval-augmented generation systems, and AI MVPs for startups and internal teams. Fixed scope, working product in 3 weeks, and no open-ended retainers.
Direct access. No middlemen.
You work directly with the engineer building your project. There are no account managers, outsourcing chains, or handoff gaps. That keeps decisions faster, requirements clearer, and delivery easier to verify.
24hr
Response time for every inquiry
5-10d
Average website delivery time
100%
Lighthouse scores on web builds
0%
Lock-in. You own everything we build
Approach
How we work with you.
Every engagement starts with a written scope and ends with a usable handoff. You know what is included, what is not, and when each milestone is due.
Discovery Call
You explain the requirement, deadline, data, and constraints. We ask practical questions and decide whether the work fits a fixed-scope delivery.
Scope & Proposal
Within 24 hours, you receive a fixed-price proposal with deliverables, milestones, assumptions, and exclusions. The quoted price is the working boundary.
Build & Review
We build against the agreed scope and share regular progress updates, preview links, or sample outputs. Feedback is handled during milestones, not saved for the end.
Deliver & Support
Final delivery includes source code or output files, documentation, and a handoff session where relevant. Post-delivery support is included for 30 days.
Have a project?
Let's talk.
Tell us what you need. We respond within 24 hours with a clear scope, timeline, and fixed price if the project is a fit. No sales pitch.