Case studies
Clients and work
Security leadership for a cybersecurity firm, a compliance-first site for a stock broker, a real-time emergency medical platform and more. Here is what we delivered, and what changed as a result.
Cybersecurity services · AI safety evaluation
Cizotech
Cizotech delivers cybersecurity engineering and research to customers in India and abroad. LogicSense leads its cybersecurity practice on a long-term consulting basis and built evaluation tasks for a frontier AI lab’s cybersecurity benchmark.
- Engagement
- Cybersecurity practice leadership and frontier AI model evaluation
- Period
- 2026, ongoing
The challenge
Cizotech needed senior technical leadership for its cybersecurity practice, and specialist delivery for a customer engagement at the edge of AI safety research. Measuring how well AI models attack and defend real software calls for tasks that are realistic, reproducible on every run, graded by machine rather than opinion, and resistant to shortcuts and leakage.
Practice leadership
- Our director serves as Cizotech’s Cybersecurity Head on a long-term consulting basis
- Technical evaluation and interviewing of security candidates
- Technical content for proposals and RFP responses across Cizotech’s cybersecurity offerings
- Service design and technical standards for the practice
Evaluation engineering for a frontier AI lab
- Sandboxed, machine-graded tasks that measure the offensive and defensive cyber capability of frontier AI models, authored from real vulnerability material
- Offensive tasks covering memory corruption, exploit chaining, mitigation bypass and sandbox escape
- Defensive tasks that test whether a model can find a defect and fix it without breaking intended behaviour, including defects that only appear where components interact
- Containerised environments, so every attempt runs against an identical, isolated target
- Grading that combines deterministic checks, rubric-based judging and analysis of the agent’s full trajectory, with discrimination validation and anti-leak hygiene
Outcomes
- Test coverage on one task set raised by 40 to 50 percent
- Evaluation tasks delivered across eight languages: C, C++, Rust, Go, C#, TypeScript, Python and Bash
- A standing leadership role that continues beyond any single project
Related: AI security & red teaming · Penetration testing · Technology consulting
Consumer healthcare · Multi-brand web estate
Global consumer healthcare company
Web platform engineering for a global consumer healthcare company, evolving a Core Web Vitals tool into a single web quality platform for performance, technical SEO, accessibility and site health across hundreds of brand websites.
- Engagement
- Web quality platform engineering
- Period
- 2026, ongoing
The challenge
The company runs hundreds of brand websites across dozens of markets, and every one of them shapes how people find and trust its brands. Quality signals from search, analytics and performance tooling sat in separate places. The goal is one platform that watches the whole estate continuously and catches regressions before they reach production.
What we delivered
- Ownership of an existing Core Web Vitals solution through structured knowledge transfer, evolving it into a broader web quality platform
- Backend services, APIs and data pipelines that collect and normalise quality metrics across the full portfolio of sites
- Automated crawlers, checks and monitoring for the signals defined by SEO, accessibility and analytics specialists
- Quality gates, including Lighthouse CI, built into the delivery pipeline
- Integrations with Google Search Console, GA4, BigQuery and the Chrome UX Report
- Dashboards in Looker Studio, Grafana and custom interfaces, with reliability engineering for estate scale
Outcomes
- One platform for Core Web Vitals, technical SEO and WCAG accessibility signals across the estate
- Quality checks that run automatically, on a schedule and in the release pipeline
- Specialist requirements turned into automated, repeatable engineering checks
Related: Technical SEO & web performance · Solution architecture
Financial services · Stock broking
Antara Capital
A compliance-first corporate website for a SEBI-registered stock broker and member of NSE and BSE.
- Engagement
- Corporate website design, build, launch and support
- Period
- 2026, ongoing
- Website
- antaracapital.in
The challenge
For a regulated broker, the website is a regulated document as much as a marketing one. A newly registered firm needed a site that was compliant on day one while its registration details were still arriving, covering mandated disclosures, the investor charter, grievance redressal, risk disclosures and advertising rules, with every disclosure editable by a non-technical team.
What we delivered
- Compliance-first information architecture across 18 routes, including disclosures, investor charter, investor grievance, risk disclosure and a documents register
- A static-first build on Astro and Cloudflare, keeping the public attack surface small and pages fast
- A Git-based CMS that holds every word, disclosure and registration value, entered once and reused everywhere
- Account opening held behind a single switch until the firm commences business, as the exchange requires
- Unknown registration values shown as "in progress", never invented
- WCAG 2.1 AA accessibility, security headers and an operations runbook at handover
Outcomes
- First complete version on a private staging link within three days of starting the build
- Live on the client’s own domain with zero build or type-check errors
- No horizontal overflow at eleven screen widths from 320 to 2560 pixels
Related: Web & app development · Technical SEO
HealthTech · Emergency medical services
InstaFlo HealthTech
InstaFlo is a golden hour emergency medical service. As its joint venture technology partner, LogicSense took full product lifecycle responsibility, from proof of concept to a feature-rich real-time platform.
- Engagement
- Joint venture: product architecture, full-stack and mobile development
- Period
- 2022 to 2023
The challenge
In a medical emergency, the first hour can decide the outcome. InstaFlo set out to build a real-time service that handles requests for emergency help, and the responses to them, quickly and reliably. As a new venture it needed a robust architecture from day one and a clear path from proof of concept to a minimum viable product and beyond.
What we delivered
- Full product lifecycle responsibility: system architecture, back end and front end, quality assurance and DevOps
- Database design completed in record time so the build could start straight away
- Architecture models, diagrams and workflows that guided the engineering team, validated with technical stakeholders
- Advanced proofs of concept that de-risked the first release, followed by successive versions of the product
- Real-time services and an event model for emergency requests and responses, behind a deliberately minimal interface
- Hands-on delivery across a web application, a desktop application, a mobile app and serverless cloud functions
Outcomes
- Taken from proof of concept to a minimum viable product and on to a feature-rich platform
- A database foundation delivered in record time, giving the project an early start
Related: Web & app development · Solution architecture
Logistics and security · Australia
Australian logistics and security enterprise
Event-driven .NET microservices on Azure for an Australian enterprise, integrating ERP, CRM, ServiceNow and SAP.
- Engagement
- Microservices architecture and technical leadership, through a consulting partner
- Period
- 2021 to 2023
The challenge
The client needed scalable services that could move business events reliably between a growing set of internal and third-party systems, with an engineering approach the wider team could adopt and sustain.
What we delivered
- .NET microservices on Azure App Service and Azure Kubernetes Service, with Kafka event streaming
- Domain-driven design, railway-oriented and functional programming practices adopted with the client team
- Integrations with ERP, CRM, ServiceNow and SAP
- Serverless components on AWS Lambda, SQS, API Gateway and S3
- Pre-sales support through RFI and RFP responses, proofs of concept and workshops
Outcomes
- Azure Service Bus and Kafka messaging performance improved by about 40 percent
- A 95 percent success rate on functional deliverables integrated with the client team
- Consistently positive feedback on code quality from the client’s leadership
Related: Microservice migration · Solution architecture
Restaurants · E-commerce · United States
Tomatos Pizzeria
An online pizza creation and delivery platform for a US restaurant chain.
- Engagement
- Project development and delivery
- Period
- Online ordering platform
The challenge
Tomatos Pizzeria, an online restaurant chain based in the United States, approached LogicSense to build an online pizza delivery platform that let customers design exactly the pizza they wanted.
What we delivered
- A web portal for creating a custom pizza and ordering it in different combinations of halves
- Online ordering for delivery
Outcomes
- A quality solution delivered on the agreed schedule
Related: Web & app development
Field service · Rajkot, India
Air Con Technical Service Software
A Windows application for an air-conditioning technical service centre.
- Engagement
- On-premise Windows application
- Period
- One of our first projects
The challenge
A local air-conditioning service centre needed software to run its technical service operations on its own premises.
What we delivered
- An on-premise Windows application implemented at the service centre
Outcomes
- One of the very first projects delivered by LogicSense Technologies
Related: Web & app development
Enterprise programmes
Experience from inside large platforms.
Alongside LogicSense’s own engagements, our founder has delivered architecture and engineering on enterprise programmes for well-known names in energy, finance, education and tax, often in a leading role. That experience shapes every project we take on.
Energy-market analytics
Re-platforming of Wood Mackenzie’s EPSI short-term renewable energy modelling platform, via GlobalLogic. System latency cut by 30 percent.
Central-bank platform
Secure-by-design microservices for the Monetary Authority of Singapore’s Fund Tax Incentive Scheme, via Viseo Asia. API response times cut by 40 percent.
EdTech at scale
Scalable microservices for UWorld’s B2B test-preparation platform. Reliability up 30 percent and a B2B Innovation Award.
US tax software
Legacy-to-microservices transformation on H&R Block’s US taxation product. Outstanding Performer of the Year 2018.
Search and structured data
Founding technical lead of Milestone Inc.’s AI-enabled Schema Manager. Proofs of concept delivered 50 percent faster.
Bookkeeping and eDiscovery
More than 100 multilingual reports for Reeleezee online bookkeeping, and eDiscovery tooling processing 500 GB+ datasets at Knovos.
Confidentiality
Discretion is part of the service.
Much of our security and platform work is covered by confidentiality agreements. Where a client or its customer cannot be named, we describe the nature of the work without identifying them, and we never publish rates, contract terms, internal tool names, test results or vulnerability details.
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