--- title: "Fairhelm Systems FAQ: Company, SquareCampus and Engineering" description: "Answers about Fairhelm Systems: what the company is, SquareCampus, data engineering and dashboard work, security posture and how to start a conversation." canonical: https://fairhelmsystems.com/faq/ describedby: https://fairhelmsystems.com/llms.txt --- Frequently asked questions # Questions about Fairhelm Systems, answered from the record. Every answer here derives from the same canonical company facts as the rest of the site. Nothing unverified is stated: no customer counts, rankings, prices or certifications. [Ask something else](https://fairhelmsystems.com/contact/) · [What is Fairhelm Systems?](https://fairhelmsystems.com/what-is-fairhelm-systems/) 01 The company ## About Fairhelm Systems. ### What does Fairhelm Systems do? Fairhelm Systems is a product-first technology company building software products and governed data systems. Its flagship product is SquareCampus, a School Operating System for schools, universities and multi-campus educational institutions. Alongside its products, Fairhelm selectively takes on data engineering, operational dashboard and governed analytics work where it aligns with the company's technical focus. ### Is Fairhelm Systems an IT services company or a product company? A product-first technology company that builds and operates its own software products and takes on selected, technically aligned engineering work. It is not a generic software-development agency, an outsourcing or staff-augmentation company, an AI consultancy that builds anything on request, an ERP vendor. ### Where is Fairhelm Systems based? Fairhelm Systems (OPC) Private Limited is incorporated in India (CIN U62099KA2026OPC225579) with its registered office in Bangalore, Karnataka. It builds for Indian institutional realities and serves organisations across India. ### What is SquareCampus, and who operates it? SquareCampus is a School Operating System for schools, universities and multi-campus educational institutions, focused on connected operations, institutional governance, accountability and operational visibility. It is developed and operated by Fairhelm Systems. Fairhelm Systems develops and operates SquareCampus. Detailed product, security and commercial information is published on squarecampus.com. ### What engineering work does Fairhelm take on? Data engineering and ETL/ELT pipelines and Operational dashboards and decision systems, plus product or platform engineering where it clearly aligns with that focus. Outside scope: Websites and marketing sites for hire; Mobile apps for hire; Generic custom software or 'build anything' development; Digital marketing; AI chatbot development; Staff augmentation or commodity IT services. ### How do I start a conversation with Fairhelm Systems? Write to hello@fairhelmsystems.com or use the inquiry form on the contact page with the concrete operating problem. Institutions evaluating SquareCampus should start at squarecampus.com, which holds product, security and pricing information. 02 SquareCampus ## About the flagship product. ### What is SquareCampus? SquareCampus is a School Operating System for schools, universities and multi-campus educational institutions, focused on connected operations, institutional governance, accountability and operational visibility. It is developed and operated by Fairhelm Systems. ### Who builds and operates SquareCampus? Fairhelm Systems (OPC) Private Limited, a product-first technology company in Bangalore, India. Fairhelm Systems develops and operates SquareCampus. Detailed product, security and commercial information is published on squarecampus.com. ### Who is SquareCampus for? Schools, universities and multi-campus educational institutions, including trusts and groups that need group-level governance alongside campus-level autonomy. ### What is AEGIS in SquareCampus? AEGIS (Adaptive Enterprise Governance & Intelligence System) is governed intelligence inside the product. It helps authorised users ask questions across institutional data within their role's scope; its v1 posture is read-only first, audit-backed, and has no autonomous writes. ### Where can I see SquareCampus pricing and security documentation? On squarecampus.com, the canonical product site. This page records who builds and operates the product; product detail, security documentation and commercial information are published there. 03 Data engineering ## About pipelines and reconciliation. ### What data engineering work does Fairhelm Systems take on? Production ETL and ELT pipelines: source ingestion from operational databases, APIs, spreadsheets, file drops and legacy systems; data modelling; reconciliation; orchestration; data quality; observability; cloud cost discipline; and an owned production refresh. Fairhelm takes this work on selectively, where it aligns with its own systems. ### What does reconciliation mean in a Fairhelm pipeline? Proving that data moved correctly, not assuming it. Control totals, record-level exceptions and source-to-target comparisons are produced as evidence, and every exception has an owner and a resolution path. ### Does Fairhelm build batch or real-time pipelines? Either, chosen per workload. Movement patterns are picked on latency, correctness, recovery, source behaviour, team capability and cost: batch when batch is enough, events when events earn their complexity. ### When is a pipeline considered finished? When it can be trusted in production: backfills reconciled, quality gates in place, monitoring and runbooks written, lineage documented and refresh ownership assigned. Code completion alone is not the finish line. ### Where is Fairhelm's data engineering team based? Fairhelm Systems is incorporated in India with its registered office in Bangalore, Karnataka, and works with organisations across India. ### What data engineering work is outside Fairhelm's scope? Anything that is not production data or decision infrastructure. Outside its scope, and not offered: Websites and marketing sites for hire; Mobile apps for hire; Generic custom software or 'build anything' development; Digital marketing; AI chatbot development; Staff augmentation or commodity IT services. 04 Dashboards ## About operational dashboards. ### What kind of dashboards does Fairhelm Systems build? Executive and operational dashboards built on governed KPI definitions and trusted data, with drilldowns, alerts, exception tracking and decision workflows, so a view leads to an owned action rather than another meeting. ### What is a KPI contract? The agreed definition behind a metric: the decision it serves, its grain, calculation, owner, target and guardrail. Fairhelm settles the contract before designing the chart, so every audience reads the same number the same way. ### Can different leadership levels share one dashboard? They share the same metric logic and see the altitude appropriate to their responsibility: board, trust, executive, finance, sales and frontline operations views draw from one governed model. ### What happens when the source data is weak? The gap is exposed and addressed rather than hidden. Freshness, reconciliation status, definitions and caveats are shown on the surface, because a polished dashboard must not manufacture confidence the evidence cannot support. ### Does Fairhelm also build the data pipelines behind dashboards? Yes. Dashboards are only as trustworthy as the data under them, so Fairhelm's data engineering lane builds the reconciled, monitored pipelines that operational dashboards sit on. 05 Security ## About security and data boundaries. ### Is Fairhelm Systems certified under ISO 27001 or SOC 2? This site claims no security certification. The security page describes design posture, not a certification, audit report or warranty; contract-specific controls are documented in the relevant agreement. ### Who owns the data in SquareCampus? The customer institution. The product posture starts from customer ownership and explicit permission: student, parent and institutional data are not treated as inventory. ### How is access controlled? Through role-based access control and least privilege: people, services and automation receive only the access their approved purpose needs, and material actions produce reviewable audit records. ### Does AI act on its own inside SquareCampus? No. AEGIS is read-only first, RBAC-aware, audit-backed and explainable; autonomous writes are outside the v1 posture, and human approval stays decisive. ### How do I report a security concern? Write to hello@fairhelmsystems.com with the details. The same address handles Data Principal requests under the Digital Personal Data Protection Act, 2023. Next move ## Did not find your question? Write to Fairhelm with the concrete question. Institutions evaluating SquareCampus will find product, security and pricing detail on squarecampus.com. [Start a conversation](https://fairhelmsystems.com/contact/) · [Visit squarecampus.com](https://squarecampus.com/)