CostLens AI vs Upland ComSci
CostLens AI
amalytics.co
Upland ComSci
uplandsoftware.comSide by side
| Figure | CostLens AI | Upland ComSci |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Plans published | 0 | 0 |
| Spec score · IT Financial Management Software | 7.6 (#5) | 6.7 (#14) |
| Company | The maker’s site identifies Amalytics Software Ltd as the company behind the product. | Upland Software’s 2025 annual report says the company was incorporated in Delaware in 2010. |
| Headquarters | Harrow, England, UK | Upland lists its Austin headquarters at 900 S. Capital of Texas Highway, Suite 300, Austin, Texas 78746. |
| Intended users | The maker identifies CIOs and technology teams, CFOs and finance teams, strategy consultants, and ITSM experts as audiences for CostLens AI. | The Cloud Cost Management datasheet describes ComSci as a solution for IT finance teams seeking to use cloud and SaaS consumption and investment data for business decision support. |
| Purpose | CostLens AI is a fully hosted, AI-powered platform for Technology Cost Management and IT Financial Management. | ComSci is an IT financial management solution for managing and communicating the cost, quality, and value IT delivers to an organization. |
| Support | The maker offers a 15-minute product-fit call and a 55-minute full demo tailored to the customer’s needs. | The University of Alberta case study describes ComSci Managed Services staff performing back-office tasks and meeting with the customer to recommend practices and process improvements. |
In their own words
CostLens AI
CostLens AI is a hosted platform for Technology Cost Management and IT Financial Management. It covers cost transparency, showback and chargeback, cost control, budget planning, and cloud, scenario, and strategy analytics. The product can extract and clean information from unstructured PDF invoices. Its cost domain engine applies pre-built algorithms for industry-aligned allocations, and a no-code interface supports custom allocations. Listed measures include total cost of ownership, unit and fully loaded costs, product or business-unit profitability, and internal and external benchmarks. Cloud Analytics ingests billing and usage data from AWS, Azure, GCP, and other cloud platforms. It can identify idle resources, overprovisioned instances, untagged spend, and usage spikes, and supports tagging intelligence, service grouping, budgets, anomaly alerts, and usage trends. Cost Control is designed for cloud, hybrid, and on-premises infrastructure. The maker describes the SaaS product as ISO 27001 certified and compliant with UK, EU, and US data protection regulations. The web product offers a 14-day free trial; pricing is on request.
Upland ComSci
Upland ComSci is a web-based IT financial management solution for organizations that want to manage technology costs and show them to business owners. It provides service costing, sub-ledger detail and consumption-based chargeback. For application portfolio work, it reports total cost of ownership by application to support management and rationalization. ComSci also consolidates cost and usage data from multiple cloud and SaaS providers, with dashboards, reports and line-item detail for monitoring, showback and chargeback. Its analytics cover product costs, unit costs, business-unit demand, application ownership costs and cloud cost drivers. Teams can use the data to identify underused cloud instances for consolidation or retirement and find overutilized resources. The solution supports budgeting, forecasting, cost allocation and scenario planning. It integrates with corporate reporting systems including Oracle Hyperion, IBM Cognos and SAP BusinessObjects. ComSci can also produce bills for shared services such as office space, administration, legal, marketing and HR, in addition to IT services. Upland describes the product for IT finance managers and teams in small and large enterprises. Pricing is on request.