Twelve domains, each with software already delivered
Sector knowledge is built during discovery with your team. What transfers between domains is the engineering: workflow orchestration, integration with systems of record, grounding and refusal behaviour, approval gates, and observability.
Rewards & redemption SaaS
Four HUB products on one multi-tenant codebase: 100+ live client portals, 30 brands, 10+ countries served.
Research & applied AI programmes
Structured evaluation of where a model genuinely helps a business process and where it does not: held-set scoring, refusal behaviour and the deterministic code around the model.
Finance & capital markets
India’s first 100% regional multi-lingual stock market application: a trading platform and an investor knowledge centre in one product.
Consumer & community
A live community platform: 8 product surfaces on one backend of 22 domain modules, on web, iOS and Android.
Media & entertainment
Booking applications for two cinema chains: showtimes, live seat inventory, Stripe settlement and ticketing across iOS and Android.
Banking
A centralised core for cooperative banks: daily deposit collection through 130 field agents, reconciliation and one system of record. ₹80+ crore processed.
Payments & fintech
A pan-India assisted-payments platform: domestic money transfer, AEPS, recharge, bill payment and travel ticketing on one login, with ledger reporting.
Education & enterprise learning
A university website and content management platform, and an enterprise e-learning platform delivered for a cybersecurity firm.
Local discovery & marketplace
Hyperlocal search connecting a community to the businesses around it: verified listings, reviews, and offers published by the businesses themselves.
Retail & e-commerce
Visual product discovery that matches a photograph to a catalogue by meaning, and fit-to-model try-on with a recommendation step, built for an enterprise client in fashion retail.
Insurance distribution
Policy documents read automatically, renewals linked into one chain per client, and gaps in a family’s cover surfaced before they become missed business.
Government & public sector
A KRA performance system for construction engineers across the whole of Maharashtra: goals, ratings and accountability in one system of record.
Four domains we build for most often
In each of these the same pattern recurs: a document-heavy or decision-heavy process, existing systems of record that cannot be disturbed, and a requirement that the output be checkable. These are domains where we design and build AI systems; they are not claims of prior experience in each sector.
Finance & financial services
- Document and workflow processing
- Research and analysis support
- Compliance and control workflows
- Operations and reconciliation support
- Customer service workflows
Manufacturing
- Production workflow coordination
- Quality processes and inspection support
- Maintenance intelligence
- Supply-chain workflows
- Operational knowledge systems
E-commerce
- Product intelligence and enrichment
- Customer support workflows
- Catalogue operations
- Order and exception workflows
- Merchandising assistance
Fashion & apparel
- Product research and attribute extraction
- Catalogue enrichment at scale
- Merchandising workflows
- Customer assistance and sizing support
- Trend and market intelligence
Other domains where we build AI systems
Presented with equal factual standing: sectors the engineering transfers to, described by the workflows involved rather than by claimed track record.
Healthcare
Clinical documentation support, intake workflows, knowledge retrieval
Logistics & supply chain
Exception handling, document processing, planning support
Retail
Store operations, inventory intelligence, assisted selling
Real estate
Listing intelligence, document workflows, enquiry handling
Education
Content operations, assessment support, learner assistance
Professional services
Research, drafting, knowledge systems, engagement workflows
Travel & hospitality
Booking workflows, service operations, itinerary intelligence
Insurance
Claims document processing, underwriting support, policy workflows
Automotive
Service operations, parts intelligence, dealer workflows
Technology
Engineering automation, support deflection, internal knowledge
Media & publishing
Content operations, rights and metadata workflows, archives
Tell us about the process, not the sector
Sixty minutes on the workflow, the data and the constraints, and an honest read on where AI belongs in it.