Digma

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.

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

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

• Developer observability platform
• Continuous feedback tools
• Application performance monitoring
• Dynamic code analysis
• Site reliability engineering

Headquarters

HQ city

Sunnyvale

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. 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.
2. 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.
3. 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.
4. 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

Go-to-market motion3 records

Distribution channels4 records

Marketing channels6 records

Core 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

Named customers3 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration5 records

AI capability7 records

Feature6 records

Scale indicators2 records

Recent moves6 records

Expansion highlights6 records

Broad 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

• Xx.com/Digma_ai
• GitHubgithub.com/digma-ai
• YouTubeyoutube.com/@digma1769
• LinkedInlinkedin.com/company/digma-ai

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors6 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Digma