AI Development Agency
We build AI systems that businesses run on in production, not demos. Multi-stage pipelines using Claude API and OpenAI, where the model extracts and deterministic code validates — so the output is reliable enough for the systems downstream to depend on.
What we build
- Multi-stage document processing pipelines
- Structured output parsing with schema validation
- Natural language querying over business data
- AI-powered classification and data extraction
- RAG systems and vector search
- Prompt engineering and template systems
- Deduplication and conflict resolution logic
- Job orchestration with retries and step-level recovery
- AI feature integration into existing applications
- Claude API, OpenAI and Azure OpenAI integration
AI suggests, code validates
The failure mode in most AI features is confident, wrong output reaching production. We design the boundary deliberately: the model handles what it is good at — extraction, classification, language — and deterministic rules verify every result before it moves forward. Anything that fails a check is reprocessed rather than passed on.
- Direct access to the engineers building it
- Daily progress updates, no chasing
- Clean, documented, maintainable code
- Support after launch, not just delivery
Who we build for
- SaaS products adding AI features to an existing platform
- Businesses processing large volumes of documents manually
- Teams needing plain-English access to their own data
- Companies whose AI prototype needs to become production-ready
- Organisations where AI output must be verifiable, not approximate
Projects we've delivered
AI Document Processing Pipeline
Production SaaS platform that processes large documents through a multi-stage AI pipeline using Claude API. Hybrid architecture where AI extracts structured data and deterministic code validates output. Built with Hatchet job orchestration, parallel processing, and comprehensive error recovery.
Read the case study →AI PlatformNatural Language Analytics Platform
AI-powered platform where users query thousands of records in plain English and receive accurate, structured responses in real time. Full natural language understanding, intelligent data retrieval, context-aware response formatting, and interactive result visualization.
Read the case study →AI PlatformAI Invoice Analytics Dashboard
Intelligent analytics platform that processes financial data through AI, generates personalized insights, and presents interactive dashboards with data visualizations. Users query financial records using natural language and receive structured, actionable reports.
Read the case study →How we deliver
- 01
Discovery
We understand your business goals, technical requirements, and user needs through detailed discussions — then turn them into a scope with agreed success criteria, so nobody is guessing what “done” means.
Agreed with you before any design starts
- 02
Architecture
We design the system architecture, data models and AI pipeline flows before writing any code. This is where the expensive mistakes get caught — while they are still cheap to fix.
Reviewed and signed off before build
- 03
Development
We build iteratively with regular demos and clean code practices, shipping in reviewable slices. You see progress continuously, not in one drop at the end.
Every slice demoed before the next begins
- 04
QA & Review
Thorough testing at every stage plus internal code review — the same standard whether it is an AI pipeline, a billing flow or a storefront.
Nothing ships unverified
- 05
Launch & Support
We deploy to production, monitor performance, and provide ongoing support as your platform grows — handing over something your team can actually maintain.
Documented and handed over properly
Technology we use
- Next.js
- React
- TypeScript
- Node.js
- Claude API
- OpenAI
- Azure OpenAI
- MongoDB
- PostgreSQL
- Supabase
- Redis
- Docker
- Hatchet
Let's talk about your project
Tell us what you need and we'll give you a straight answer on scope, timeline and whether we're the right fit. Based in Jaipur, working with clients across India and internationally.