Products delivered end to end, from architecture to production
Each case study carries the challenge, what was built, and the numbers that prove it worked. Every system carries its actual state, and no agent layer is called live until it is.
Six systems, six full case studies
A rewards platform at national scale, a community platform with an AI layer, a stock market app, a bank’s core, two cinema chains, and an in-house insurance product.
FOXBOX Rewards
A multi-tenant rewards, gifting and engagement platform: four HUB products on one codebase, 100+ live client portals, 30 brands, 10+ countries. Built for FOXBOX, who own and operate it.
MeshTribe
The digital home for motorcycle riders: 8 product surfaces on a single backend of 22 domain modules, live on web, iOS and Android, with an AI agent layer above it.
Sadhan
India’s first 100% regional multi-lingual stock market application: a trading platform and an investor knowledge centre in one product. Live on Google Play.
Spacemark
A centralised banking system for cooperative banks: daily deposit collection through 130 field agents, reconciliation and one system of record. Over ₹80+ crore processed.
Cinepolis Indonesia & Play Cinemas
Booking applications for two cinema chains: showtimes, live seat inventory, payment and ticketing across iOS and Android. Delivered through KRS Infoserve.
PolicyDesk
A daily action list for India’s insurance distributors: policy documents read automatically, renewals linked into one chain per client, gaps in a family’s cover surfaced before they become missed business.
Four more products in production
Delivered end to end and running today. Named here because they evidence the breadth of the engineering, not because they carry a full write-up yet.
Jaldicash
A pan-India assisted-payments platform for Weizmann Group: domestic money transfer, AEPS, recharge, bill payment and travel ticketing on one login, with ledger reporting. Android at parity with the web portal.
LocalKhoj
A hyperlocal discovery platform connecting a community to the businesses around it: verified listings, categories and search by locality, ratings and reviews, and offers published by the businesses themselves.
Captis & Somaiya Vidyavihar
An enterprise e-learning platform delivered for CyberNX Technologies, and the university website and content management platform for Somaiya Vidyavihar.
Maharashtra Police Housing Corporation
A KRA performance system for construction engineers across the whole of Maharashtra: goals, ratings and accountability in one system of record.
Three systems you can read the code of
Public repositories at github.com/PremitiveAI, each with an engineering study on the decision that matters most in it.
Retrieval that knows when to stop
Below a 0.35 relevance threshold the composing model is never called. 354 backend tests across 13 suites, 8 architecture decision records. EnterpriseRAG · Python
Agents that run unattended
A model writes the test scenarios, the suite runs on a schedule, and the job store survives a restart. QAAPIAutomation · TypeScript
Extraction that returns null
Prompts return null rather than a plausible value, and matching is hybrid: vector similarity plus fuzzy strings. KycCheckAI · TypeScript
Who we have built for directly
The organisations below engaged PremitiveKey directly. The 30 brands running programmes on the FOXBOX platform are that platform’s customers, not ours — we keep the two categories separate on purpose.
| Client | Engagement |
|---|---|
| FOXBOX / brandSTIK | The rewards and gifting SaaS platform, its blog system, and the upgrade to it |
| Spacemark | Centralised banking system for cooperative banks |
| Weizmann Group | Jaldicash assisted-payments platform, Android at parity with the web portal |
| CyberNX Technologies | Captis, an enterprise e-learning platform |
| Somaiya Vidyavihar University | University website and content management platform |
| Maharashtra Police Housing Corporation | KRA performance system for construction engineers across the whole of Maharashtra |
| KRS Infoserve | Cinepolis Indonesia and Play Cinemas, with client and KRS permission to present |
Put a real system in front of us
Sixty minutes on your architecture, your constraints and where AI does and does not belong in it.