Voice AI
Voice assistants for inbound and outbound calls and in-app speech — streaming transcription, natural turn-taking with barge-in, grounded answers from your systems, and clean transfer to a person when a caller needs one.
AI Systems Built for
Real-World Business
We build AI agents, knowledge assistants and workflow automation for businesses across India — systems that go into daily use, not just demos.
“Every build ships with an evaluation suite, so quality is measured rather than asserted.”
Products & Services
Comprehensive AI solutions designed to transform your business operations
AI Knowledge Assistants
Retrieval-augmented assistants that answer from your private knowledge, cite the source passage, and respect existing access permissions.
AI Agents & Agentic Automation
Agents that decompose a goal, call your tools through typed interfaces and complete multi-step work — with scope limits, approval gates and a full trace of every decision.
Document Intelligence
Extraction, classification and summarisation across invoices, KYC packs, contracts and forms — with validation rules and human review where confidence is low.
AI Chatbots
Support, sales and internal helpdesk assistants grounded in your approved content, connected to your systems, and able to hand a conversation to a person with full context.
AI Workflow Automation
Automation that connects the tools you already run, reads unstructured inputs, completes multi-step processes and routes genuine exceptions to the right person.
How we work
From idea to production in weeks, not years
A delivery model designed to de-risk each stage before committing to the next.
01
Discover
We map the business problem, check technical feasibility and agree what success would actually look like.
02
Design
Reference architecture, data flows, access rules and an evaluation plan — agreed before code is written.
03
Build
Short, eval-driven cycles. You see working software regularly rather than a status report.
04
Deploy
Ship to your cloud, VPC or on-premise, with monitoring and a rollback path in place.
05
Handover
Documentation, source code and a walkthrough — so your team can run and extend the system.
Industries
Sectors we design for
These are the industries whose data, paperwork and regulatory context we understand well enough to build for. Tell us yours and we will be direct about whether it is a fit.
Financial Services
Document-heavy processes and advisory workflows where every answer needs a traceable source.
Where we help
- KYC document processing
- Policy & product Q&A
- Report drafting
- Internal knowledge search
Healthcare & Life Sciences
Administrative and back-office documentation, designed for the sensitivity of patient data.
Where we help
- Insurance & claims paperwork
- Appointment handling
- Administrative document search
- Policy & procedure assistants
Manufacturing
Engineering knowledge, standard operating procedures and supplier paperwork made searchable.
Where we help
- SOP & manual assistants
- Supplier document processing
- Maintenance knowledge search
- Quality report drafting
Retail & E-commerce
Customer conversations and catalogue operations that scale beyond what a team can staff.
Where we help
- Support automation
- Product discovery
- Catalogue content generation
- Order & returns assistants
Legal & Compliance
Contract and policy work where an answer is only useful if you can see where it came from.
Where we help
- Contract review support
- Clause extraction
- Policy Q&A
- Due-diligence document sorting
Logistics & Supply Chain
Shipping, customs and billing paperwork that currently moves by hand.
Where we help
- Shipping document extraction
- Invoice reconciliation
- Exception triage
- Status query assistants
Technology & SaaS
AI features inside your own product, and assistants over your own internal systems.
Where we help
- In-product assistants
- Support deflection
- Documentation search
- Internal tooling agents
Education & Training
Course material, learner support and administrative load across institutions and ed-tech products.
Where we help
- Course content assistants
- Learner Q&A
- Assessment drafting support
- Admissions document processing
How we work
What you get on every engagement
We would rather be judged on how we build than on numbers you cannot verify.
Evaluation-driven
Every build ships with an evaluation suite, so quality is measured rather than asserted.
Deployed your way
Your cloud account, VPC or on-premise — including open-weight models where data cannot leave.
Source-code handover
You receive the code and the documentation. No lock-in to us to keep it running.
Human in the loop
Approval gates and review queues wherever an automated mistake would be costly.
What we build
AI solutions we design and build
Production-ready systems across the enterprise AI stack — engineered for real business problems, security and long-term maintainability.
Voice AI
Real-time voice agents for inbound and outbound calls and in-app speech — streaming transcription, natural turn-taking, grounded answers and clean handover to a human operator.
AI Knowledge Assistants (RAG)
Assistants that answer from your own documents, wikis and databases — with citations back to the source and access rules that respect who is allowed to see what.
AI Agents & Agentic Automation
Agents that plan a task, call your systems and complete multi-step work, with defined limits on what they may do and a human approval step wherever the stakes justify one.
Document Intelligence
Extraction, classification and summarisation across invoices, KYC packs, contracts, forms and reports — with validation rules and a review queue for low-confidence cases.
From the lab
Ideas worth shipping
Research notes and delivery playbooks from the team building enterprise AI.
FAQ
Questions, answered
Everything enterprise buyers ask before they engage.
Still curious? See all FAQs or talk to our team.
Ready to build AI that actually gets used?
Tell us what you are trying to solve. We will map the smallest useful first step and be honest about whether AI is the right tool for it.