01
Teams drown in repetitive work
Support triage, data entry, document review, lead qualification — the same decisions made hundreds of times a week, by people who could be doing higher-value work.
Engineering — 01
We design and deploy intelligent agents, machine learning pipelines, and workflow automation that surface insight and free your team to focus on decisions that need human judgment.
Why it matters
01
Support triage, data entry, document review, lead qualification — the same decisions made hundreds of times a week, by people who could be doing higher-value work.
02
Most businesses generate far more data than they act on. The insight that should drive decisions stays locked in spreadsheets, tickets, and disconnected tools.
03
Generic AI products solve generic problems. Your workflows, data shape, and edge cases need a system built around how your business actually operates.
What we provide
Conversational AI
We build conversational agents grounded in your product data and policies — connected to real actions like refunds, bookings, and account changes, not just canned answers.
Customer support and internal helpdesk agents
Retrieval-augmented generation (RAG) over your knowledge base
Human-in-the-loop escalation for edge cases
Can I move my booking to next Friday?
Sure — I've moved Kashmir Tour (Booking #4482) to Fri, Aug 22. No change fee. Confirmation sent to your email.
Perfect, thank you!
Document intelligence
Invoices, contracts, ID documents, claims forms — we build extraction pipelines that read, validate, and route documents automatically, with confidence scoring for anything that needs a human check.
OCR and layout-aware extraction (invoices, forms, IDs)
Automated matching against POs, contracts, or records
Confidence-scored routing to human review queues
ML & personalisation
From lead scoring to product recommendations to churn prediction — we train, evaluate, and deploy machine learning models on your own data, with monitoring for drift over time.
Lead scoring, churn prediction, demand forecasting
Recommendation engines tuned to your catalogue and users
Model monitoring, retraining pipelines, and drift alerts
Workflow orchestration
Real automation rarely stops at one model call. We orchestrate multi-step workflows with LangChain, LlamaIndex, and custom agent frameworks — with conditional logic, retries, and approval gates built in.
Multi-step agent orchestration (LangChain, LlamaIndex)
Conditional logic, retries, and human approval gates
Integration with your existing tools (CRM, ERP, helpdesk)
How we build it
1.0 Audit
2.0 Prototype
3.0 Integrate
4.0 Monitor
Tools we work with
OpenAI & Anthropic
Foundation model APIs
LangChain & LlamaIndex
Agent & RAG orchestration
PyTorch & Hugging Face
Model training & fine-tuning
Pinecone & pgvector
Vector search & retrieval
Airflow & MLflow
Pipeline & experiment tracking
FastAPI
Model serving & inference APIs
Tell us what you're building — we'll scope the right team and timeline.
Talk to us →