# Software Engineering Intelligence & Developer Productivity AI visibility Canonical: https://devtune.ai/verticals/software-engineering-intelligence Platforms that combine data from source control, issue trackers, CI/CD and developer surveys to measure delivery performance, developer experience, engineering investment and the impact of AI coding tools. They serve engineering leaders and finance with metrics such as DORA, cycle time and capacity allocation. Latest AI responses: 2026-11-11 ## [Jellyfish](https://devtune.ai/verticals/software-engineering-intelligence/jellyfish) Description: Jellyfish is a software engineering intelligence platform that ingests data from engineering tools (issue trackers, source control, CI/CD, AI coding assistants) plus business data such as finance, HR and calendars. It turns that data into delivery metrics, investment allocation views, AI adoption and impact analytics, and finance-ready reporting. It is sold as modules: AI Impact, Developer Productivity and DevFinOps. Rank: 1 Joint rank: true Presence percent: 46.666666666666664 Brand mention percent: 64 Cited pair count: 35 Research approved: 2026-11-05T21:22:58.012028+00:00 ## [LinearB](https://devtune.ai/verticals/software-engineering-intelligence/linearb) Description: LinearB is an engineering productivity platform that pairs analytics and visibility (delivery metrics, DORA, AI impact, planning and forecasting, investment allocation) with developer-first automation (gitStream programmable workflows, AI code review, auto PR descriptions and Slack/Teams nudges). It also exposes an MCP server. It connects to Git providers, project-management tools and AI coding tools. Rank: 1 Joint rank: true Presence percent: 36 Brand mention percent: 73.33333333333333 Cited pair count: 27 Research approved: 2026-11-05T21:22:57.873078+00:00 ## [Swarmia](https://devtune.ai/verticals/software-engineering-intelligence/swarmia) Description: Swarmia is a software engineering intelligence platform that helps engineering leaders and teams see whether they are working on the right things and find what is holding them back. It combines code, issue and DORA metrics, AI adoption, cost and impact, developer experience surveys, investment balance, working agreements and software capitalization on one data model. Rank: 1 Joint rank: true Presence percent: 33.33333333333333 Brand mention percent: 66.66666666666666 Cited pair count: 25 Research approved: 2026-11-05T21:22:58.120146+00:00 ## [DX](https://devtune.ai/verticals/software-engineering-intelligence/dx) Description: DX is a SaaS engineering intelligence platform. It collects self-reported developer feedback (Snapshots, Studies, PlatformX) and system metrics into a single-tenant data lake. It layers on DX Core 4 and DXI measurement, AI measurement and enablement (Fabric, MCP), benchmarking and reporting. Engineering leaders and platform teams use it to see where developers are slowed down, track AI's impact and prioritize investments. Rank: 4 Joint rank: false Presence percent: 22.666666666666664 Brand mention percent: 40 Cited pair count: 17 Research approved: 2026-11-05T21:22:58.652765+00:00 ## [Faros AI](https://devtune.ai/verticals/software-engineering-intelligence/faros-ai) Description: Faros is a software engineering intelligence and developer productivity insights platform. It ingests data from 100+ engineering tools into a unified model. It provides prebuilt and custom dashboards, DORA and SPACE benchmarks, AI-impact analytics, bottleneck diagnostics and delivery tracking. Its latest positioning adds token spend attribution, model-route evaluation and a policy engine that governs AI coding agents. Rank: 5 Joint rank: true Presence percent: 6.666666666666667 Brand mention percent: 22.666666666666664 Cited pair count: 5 Research approved: 2026-11-05T21:22:57.60763+00:00 ## [Waydev](https://devtune.ai/verticals/software-engineering-intelligence/waydev) Description: Waydev is an AI-native engineering intelligence platform. It combines Git, ticketing, CI/CD and AI-tool usage data into reports on AI adoption, impact and ROI, delivery performance (DORA, cycle time, pull requests, sprints), developer experience, planning and costs. It also provides the Waydev Agent, Signals alerts, Studio dashboards and an MCP server. Rank: 5 Joint rank: true Presence percent: 6.666666666666667 Brand mention percent: 16 Cited pair count: 5 Research approved: 2026-11-05T21:22:58.404831+00:00 ## [Allstacks](https://devtune.ai/verticals/software-engineering-intelligence/allstacks) Description: Allstacks is an agentic platform for product and software development teams. It combines Software Engineering Intelligence (delivery risk, forecasting, AI tool impact, DORA/SPACE/Flow metrics, developer surveys and investment reporting), Software Cost Capitalization (automated, audit-ready R&D capitalization reports) and Product Studio (an AI workspace for refining ideas into dev-ready specs). All three run on a shared Context Graph built from the customer's connected tools, so each insight traces back to the underlying work items and commits. Rank: 5 Joint rank: true Presence percent: 5.333333333333334 Brand mention percent: 12 Cited pair count: 4 Research approved: 2026-11-05T21:22:57.744078+00:00 ## [Uplevel](https://devtune.ai/verticals/software-engineering-intelligence/uplevel) Description: Uplevel is an engineering intelligence platform combined with expert-led services for enterprise engineering organizations. It measures delivery, workflow, team health and AI impact using data from existing dev tools plus developer surveys and interviews. Uplevel practitioners then help leaders and teams diagnose root causes and build the capability to sustain improvement. Rank: 5 Joint rank: true Presence percent: 1.3333333333333335 Brand mention percent: 1.3333333333333335 Cited pair count: 1 Research approved: 2026-11-05T21:22:58.54791+00:00 ## [Hatica](https://devtune.ai/verticals/software-engineering-intelligence/hatica) Description: Hatica is a software engineering analytics platform that combines git, project management, CI/CD, incident, and collaboration data into dashboards and AI-driven insights. It tracks velocity (cycle time, DORA), code review quality, work allocation, and developer well-being. It also automates async stand-ups and check-ins and runs DevEx surveys. It is available as cloud SaaS, with self-hosted/private cloud options on the Enterprise plan. Rank: 5 Joint rank: true Presence percent: 1.3333333333333335 Brand mention percent: 2.666666666666667 Cited pair count: 1 Research approved: 2026-11-05T21:22:58.251791+00:00 ## AI search snapshot Average brand presence: 17.8 Citation count: 590 ## Content type rows | Citations | Label | Share | | --- | --- | --- | | 178 | Blog post | 30.2 | | 143 | Product page | 24.2 | | 112 | Documentation | 19 | | 61 | Comparison page | 10.3 | | 31 | Article | 5.3 | | 26 | Best-tools list | 4.4 | | 24 | Landing page | 4.1 | | 6 | FAQ page | 1 | Distinct domains: 140 Last updated: 2026-11-14T04:55:12.382368+00:00 ## Platform rows | Citations | Citations per execution | Executions | Platform | | --- | --- | --- | --- | | 366 | 14.64 | 25 | chatgpt-search | | 122 | 4.88 | 25 | perplexity | | 102 | 4.08 | 25 | google-ai | ## Source rows | Citations | Label | Share | | --- | --- | --- | | 510 | Company and commercial sources | 86.4 | | 37 | Editorial sources | 6.3 | | 24 | Reference and documentation sources | 4.1 | | 8 | Community sources | 1.4 | | 4 | Nonprofit | 0.7 | | 3 | Educational sources | 0.5 | | 2 | Marketplace and directory sources | 0.3 | | 1 | Government | 0.2 | ## Top brand rows | Display name | Rank | Rank joint | Visibility score | | --- | --- | --- | --- | | Jellyfish | 1 | true | 46.7 | | LinearB | 1 | true | 36 | | Swarmia | 1 | true | 33.3 | | DX | 4 | false | 22.7 | | Waydev | 5 | true | 6.7 | ## Top domain rows | Domain | Citations | | --- | --- | | jellyfish.co | 71 | | linearb.io | 41 | | swarmia.com | 39 | | cortex.io | 31 | | getdx.com | 31 | | faros.ai | 22 | | docs.datadoghq.com | 16 | | docs.getdx.com | 13 | Top3share: 35.1 Window days: 30