Digma
Digma is an observability company whose Dynamic Code Analysis engine and IntelliJ IDE plugin surface code-level performance issues in pre-production, serving Java-backend engineering teams via a PLG free tier plus paid enterprise subscriptions.
- Company typePrivate
- Founded2022
- HeadquartersSunnyvale, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Digma does
Digma is a developer-focused observability company that sells a Continuous Feedback Platform built around its proprietary Dynamic Code Analysis (DCA) engine. The DCA engine processes raw OpenTelemetry data to identify code-level performance regressions, scalability bottlenecks, inefficient queries, and runtime errors in pre-production environments — positioning Digma as a shift-left complement to traditional APM tools that surface issues only after production impact. The platform is delivered primarily through an IntelliJ IDEA plugin that gives developers in-IDE feedback, with an optional central/on-premise deployment via Kubernetes for team and enterprise use. Two newer modules extend the core offering: the Digma MCP Server (2024), which exposes observability insights to AI coding agents via Model Context Protocol, and the Agentic AI SRE platform (launched June 2025), which autonomously performs root cause analysis and remediation via pull requests or config updates.
The company's business model is a hybrid of product-led growth and enterprise sales. Individual developers access a free-forever tier that runs locally without external data sharing, enabling bottom-up adoption without organizational approval. Paid revenue streams include a SaaS subscription for the analysis backend plus IDE plugin and paid plans for the MCP package (30-day free trial transitioning to monthly billing). Enterprise buyers are reached via direct sales with demo CTAs, kickoff meetings, and deployment assistance. Customer segments span individual software developers, engineering managers, and architects/team leads — with a horizontal segmentation approach targeting any Java/IntelliJ-centric engineering organization. Geographic footprint spans the United States (Delaware-incorporated, Santa Clara HQ), Israel, and the European Union. The company is venture-backed by a $6 million seed round closed in September 2023, led by at.inc/ and Sorenson Ventures with participation from four additional investors.
Digma's strategic positioning centers on three pillars: (1) proprietary DCA technology that operates on real runtime data without code changes, (2) local-first data processing that avoids public AI models for privacy-conscious enterprise buyers, and (3) integration with the emerging AI coding agent ecosystem via MCP. The company holds SOC 2 Type II certification, enabling enterprise procurement. Co-founders Nir Shafrir (CEO) and Roni Dover (CTO) lead a team of fewer than 10 employees, reflecting an early-stage operating profile despite product breadth across developer, SRE, and AI-agent personas.
Digma firmographics
Firmographics- Name
- Digma
- Legal name
- Digma Inc.
- Website
- https://digma.ai
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Digma is an observability company whose Dynamic Code Analysis engine and IntelliJ IDE plugin surface code-level performance issues in pre-production, serving Java-backend engineering teams via a PLG free tier plus paid enterprise subscriptions.
- Ownership category
- akta.pro rank
Digma industry classification
Industry- Product category
- Developer Observability
- NAICS
- Software Publishers (5132), Computer Systems Design and Related Services (5415)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Performance Engineering & Scalability Testing (BPAEAKAK)
- akta.pro secondary industry
- Platform Engineering & Internal Developer Platforms (IDP) (BPAEAKAC)
Keywords
Where Digma is headquartered
LocationHeadquarters
- HQ city
- Sunnyvale
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Digma business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- SaaS Subscription - Analysis Backend with IDE Plugin: Software-as-a-Service subscription model comprising an analysis backend server and IDE plugin. Provided on a subscription basis for specified term, with automatic renewal by default unless canceled 30 days prior.
- Local Installation with Analysis Tool: IDE plugin and analysis tool downloaded and installed locally on user's workstation, which analyzes observability sources and provides feedback during development.
- Free Tier: Free forever tier for individual developers, allowing them to run Digma locally on their computer without sharing information externally. Enables continuous feedback loop regardless of company use.
- Pre-Released Services: Alpha and beta versions of new features offered on an 'as-is' basis, governed by separate terms with no warranties.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Others | Free Forever Tier - Individual Developer |
| Subscription | Monthly | MCP Package - 30-Day Free Trial |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels6 records
Digma product offering
Product offeringCore offering
Digma sells a developer observability platform built around a proprietary Dynamic Code Analysis (DCA) engine that processes OpenTelemetry data to detect code-level performance issues, scalability bottlenecks, and runtime errors in pre-production environments before they reach production. The platform is offered as a free tier for individual developers and as paid subscriptions for teams and enterprises, with optional add-on modules including an Agentic AI SRE for autonomous remediation and an MCP Server that connects AI coding assistants to runtime observability data.
Product overview
Digma offers a Continuous Feedback Platform with a modular architecture. The core product consists of an IDE Plugin that provides developers real-time code analysis directly in IntelliJ IDEA, powered by the proprietary Dynamic Code Analysis (DCA) Engine that processes OpenTelemetry data to identify issues before production. Two key add-on modules extend the platform: the Agentic AI SRE module provides autonomous issue identification and remediation for operations teams, while the MCP Server enables AI coding assistants to leverage Digma's observability insights during code reviews and development workflows. The platform runs locally on developer machines or can be deployed centrally in Kubernetes clusters.
Differentiator
Problem solved
Functional benefit
Products and services
- Digma Continuous Feedback Platform A continuous feedback platform for developers that analyzes OpenTelemetry data to identify code-level performance issues, scalability bottlenecks, and runtime errors in pre-production environments, enabling teams to prevent issues before they reach production.
- Agentic AI SRE An autonomous AI-powered Site Reliability Engineering module that identifies, analyzes, and remediates code and infrastructure issues, connecting to observability stacks and data sources including PostgreSQL, GitHub, and Kubernetes to deliver precise fixes via pull requests or config updates.
- Digma MCP Server A Model Context Protocol server that enables AI coding assistants to access Digma's runtime observability data during code reviews, code generation, test generation, and fix suggestions, surfacing production-aware recommendations directly within pull requests.
- Digma IDE Plugin An IntelliJ IDEA plugin that delivers continuous feedback directly in the developer's IDE, analyzing OpenTelemetry traces to surface performance issues, bottlenecks, and code smells and enabling navigation between identified problems and the underlying source code.
Quantifiable outcome
- Cut resolution time by 85% through AI-powered root cause analysis and precise remediation via pull requests or config updates
- +1 more outcomes
Companies that use Digma
Customer profileNamed customers3 records
Segments3 records
Ideal customer profiles3 records
Digma technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability7 records
Feature6 records
Digma partnerships and signals
Strategic signalScale indicators2 records
Recent moves6 records
Expansion highlights6 records
Digma competitors and assessment
Company assessmentBroad incumbents
- New Relic: Established APM and observability suite with code-level analysis and AI-assisted troubleshooting. Overlaps with Digma on engineering personas and OpenTelemetry ingest, but is production-centric and operates at enterprise scale.
- Grafana Labs: Open-source observability stack (LGTM: Loki, Grafana, Tempo, Mimir) with strong OpenTelemetry support. Competes with Digma on data ingestion standards and serves overlapping engineering buyers, though Grafana is broader and infrastructure-centric.
- Dynatrace: Enterprise observability platform with AI-driven root cause (Davis AI) and code-level performance analysis. Competes for the same engineering and SRE buyer as Digma, with broader full-stack coverage.
- Datadog: Market-leading observability/APM platform serving engineering teams with metrics, traces, logs, and code-level insights. Direct overlap with Digma on observability data, but Datadog focuses on production environments and offers a much broader portfolio of products.
Direct peers
- Honeycomb: Observability platform purpose-built for engineers, focused on high-cardinality event data and fast debugging. Closest peer in developer-first philosophy and targeting engineering teams frustrated by traditional APM — directly competes for the same buyer and use case.
- Lightrun: Runtime debugging and observability tool that adds dynamic instrumentation to running applications. Closely comparable to Digma on shift-left/runtime-code-level analysis, with overlapping use cases around identifying performance issues during development.
- Coralogix: Observability and security platform with cost-optimized log, metric, and APM pipelines. Targets engineering teams seeking modern alternatives to legacy APM — directly comparable buyer profile to Digma.
- Sentry: Developer-first application monitoring focused on error tracking and performance, with strong PLG adoption. Competes with Digma for the individual-developer-to-team workflow and is the canonical comparison for Digma's IDE-plugin + freemium motion.
- Rookout: Live debugging and observability platform that lets engineers pull data from production without redeploying. Comparable to Digma's 'no code changes' value prop and overlap with the same engineering persona.
Emerging players
- Sourcegraph: Code intelligence platform enabling cross-repo search, code review, and AI coding assistants (Cody/Amp). Comparable to Digma on the developer-tool surface and increasingly overlapping in code-review context for AI agents — both sell to engineering leaders.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Digma social profiles
Digital presenceDigma compliance and trust
Trust signalCompliance1 record
Digma financial estimates
Financial estimateRevenue estimate
Valuation estimate
Digma leadership team
Management profileNumber of profiles
Profiles2 records
Digma funding detail
Funding detailFunding overview
Funding rounds1 record
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Digma M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Digma
What does Digma do?
Digma sells a developer observability platform built around a proprietary Dynamic Code Analysis (DCA) engine that processes OpenTelemetry data to detect code-level performance issues, scalability bottlenecks, and runtime errors in pre-production environments before they reach production. The platform is offered as a free tier for individual developers and as paid subscriptions for teams and enterprises, with optional add-on modules including an Agentic AI SRE for autonomous remediation and an MCP Server that connects AI coding assistants to runtime observability data.
Is Digma a public or private company?
Digma is a private company. It is classified as venture growth investor backed and is currently operating.
When was Digma founded?
Digma was founded in 2022. It employs 1 to 10 people.
Where is Digma based?
Digma is headquartered in Sunnyvale, United States, in the North America region.
How does Digma make money?
Four revenue lines are on record. SaaS Subscription - Analysis Backend with IDE Plugin is the primary driver. The others are local Installation with Analysis Tool, free Tier and pre-Released Services.
Who are Digma's main competitors?
Broad incumbents on record are New Relic, Grafana Labs, Dynatrace and Datadog. Direct peers are Honeycomb, Lightrun, Coralogix, Sentry and Rookout. Sourcegraph is listed as an emerging player.
Does Digma have an API?
No public API is recorded for Digma.
What industry is Digma in?
Digma's product category is Developer Observability. Its primary akta.pro industry code is BPAEAKAK, Performance Engineering & Scalability Testing, with a secondary code of BPAEAKAC, Platform Engineering & Internal Developer Platforms (IDP). Its NAICS code is 5132 and its SIC code is 7372.