PAGES
← all tools
◆ SIEM

Exaforce

From Raw Logs to Semantic Intelligence commercial

Exaforce runs AI Exabots that detect, triage, investigate and respond to threats across cloud, SaaSSaaSSoftware delivered over the internet and run on the provider's infrastructure, so the buyer pays a subscription instead of installing or operating anything locally., identity, endpoint and code on a real-time knowledge graphknowledge graphA representation of entities and the relationships between them. Software can follow those connections to answer questions or combine information from different sources..

Summary

Exaforce is a commercial SIEMSIEMSecurity information and event management, collecting logs from many systems and correlating events to find suspicious activity. Analysts use it to investigate alerts and incidents. that runs AI Exabots to detect, triage, investigate, and respond to threats across cloud, SaaS, identity, endpoint, and code using a real-time knowledge graph. Since its documentation does not specify usage constraints, it is positioned for SOCSOCA security operations center, the team or function that monitors threats, investigates alerts and coordinates incident response. Its work can be internal, outsourced or shared. analysts and incident responders. It operates as an agentic-soc cyber tool(s) and its project launched in 2023.

Exaforce runs AI Exabots that detect, triage, investigate and respond to threats across cloud, SaaS, identity, endpoint and code on a real-time knowledge graph.

How Exaforce helps

Which AI agents, coding assistants, MCP servers, and plugins are actually connected to our company accounts right now?

maintains a continuous, agentless inventory of connected AI apps, hosted agents, coding agents, skills, and IDE plugins tied to the people and permissions behind them

Which of our AI agents or MCP servers carry the most risk?

scores every agent, skill, MCP server, and plugin individually, flags issues like excessive permissions or unvetted servers, and pairs each with a recommended fix

Is an agent or identity chaining together actions that look fine individually but add up to misuse?

correlates agent actions, prompts, endpoint data, file access, and code context against human identities in the knowledge graph to surface sequences of legitimate-looking steps that together indicate misuse or data exposure

Is anyone burning through AI token usage in a way that signals exploitation or misuse?

tracks token consumption across the organization and flags anomalies against expected usage patterns

Who is using AI apps outside of what we've sanctioned, and for what?

checks connected apps, agents, and models against defined governance rules tied to identity and endpoint controls, and separates chats and prompts classified as personal versus business use

Can we shut down a compromised agent or session without waiting on a manual response?

executes containment through existing EDR, identity, and model-provider controls — revoking sessions, deactivating API keys, isolating devices, or killing an agent's process — with autonomy set per action from analyst-approved to fully automatic

all 12 features, with the evidence for each →

Languages

Not documented

Features

12 capabilities across 2 capability groups

Built from Exaforce's releases, docs, README and our own runs. “Seen” marks the month we first spotted a release the vendor didn't date. Group names and tags are our labels.

Compare with peers →

  • Exaforce covers 1 of the 8 investigation and response capabilities we track.
  • Exaforce covers 1 of the 11 logs and telemetry capabilities we track.

What Exaforce offers you

  • Agent-based deployment1
  • Autonomous investigation and remediation1
  • ML-based detection1
  • Natural-language query1
Response playbook automation 2 features Investigation and response since 2026
Agentic SOC Automation shipped Deploys task-specific AI agents (Exabots) that autonomously handle detection, triage, investigation, and response around the clock, escalating only fully investigated and verified threats to customer teams. 2 releases · first seen Oct 2026

Shared capability: Response playbook automation

Also counts toward: Agent-based deployment, Autonomous investigation and remediation

release

  • Delivers 24/7 autonomous investigation and containment, including overnight and weekend alert handling without queuing until the next business day. announced · Oct 2026 · source · release history
  • Introduces Exabots — task-specific AI agents that autonomously handle detection, triage, investigation, and response, closing false positives with supporting evidence so only fully investigated, verified threats escalate to customer teams. announced · Oct 2026 · source · release history
AI Threat Containment shipped Executes automated or analyst-approved containment actions like session revocation, API key deactivation, device isolation, and agent termination. 2 releases · first seen Sep 2026

Shared capability: Response playbook automation

release

  • Enables automated response actions (such as resetting a password or revoking a session) configurable by ITOCHU Techno-Solutions per customer, rather than only sending notifications. announced · Oct 2026 · source · release history
  • Adds threat containment actions — session revocation, model-provider API key deactivation, device isolation, and an agent kill switch (ending an agent's process) — executed through existing EDR, identity, and model-provider controls, with autonomy tunable per action from analyst-approved to fully autonomous. announced · Sep 2026 · source · release history
Log search 1 feature Logs and telemetry since 2026
Natural-Language Security Investigation shipped Allows customer teams to query their own security data using natural language, without learning complex query languages. 3 releases · first seen Jun 2026

Shared capability: Log search

Also counts toward: Natural-language query

release

  • Provides natural-language investigation, allowing customer teams to query their own security data without learning complex query languages. announced · Oct 2026 · source · release history
  • Adds integration between ExtraHop and Exaforce's Exabot Search, allowing network data queries in plain language without complex syntax. The Agentic SOC, Grounded in the Network · Jul 2026 · source · release history
  • Adds Claude Enterprise as a data source via the Claude Compliance API for inventory and identity context Claude meets the SOC: Removing the AI blind spot · Jun 2026 · source · release history
Other / not yet classified 9 features Features we have not matched to a capability yet. A suggested match is marked.
Identity and Asset Graph shipped Maintains a continuously updated knowledge graph built from configuration state — covering identity posture, device state, resource sensitivity, permissions, and organizational relationships — ingested from identity providers, MDM platforms, HR systems, cloud providers, and SaaS applications. 9 releases · first seen Jun 2026

release 9 total

  • Builds a continuously updated knowledge graph from configuration state — not just event logs — pulling identity posture, device state, resource sensitivity, permissions, and organizational relationships from connected systems.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠ Context-Rich Detection: Using Everything We Know · Oct 2026 · source · release history
  • Ingests configuration and identity state from identity providers (Okta, Azure AD, PingIdentity), MDM platforms (Jamf, Kandji, Intune), HR systems (BambooHR, Workday), cloud providers (AWS, GCP, Azure), and SaaS applications (GitHub, Google Workspace, Slack, Atlassian). Context-Rich Detection: Using Everything We Know · Oct 2026 · source · release history
  • Adds specific semantic modeling for network firewall/IPS logs correlating L4 flows with identity and threat categorization. From Raw Logs to Semantic Intelligence · Sep 2026 · source · release history
  • Supports geo-IP enrichment on every event across all supported data models to resolve source and destination locations. From Raw Logs to Semantic Intelligence · Sep 2026 · source · release history
  • Adds purpose-built semantic models for SaaS audit logs, normalizing events into a Principal-Action-Resource-Location-Result structure with curated sensitivity ratings. From Raw Logs to Semantic Intelligence · Sep 2026 · source · release history
  • Enables sub-principal labeling in SaaS models to distinguish human-driven actions from those executed by OAuth apps, API tokens, or service accounts. From Raw Logs to Semantic Intelligence · Sep 2026 · source · release history
AI Threat Detection shipped Correlates agent actions, prompts, and endpoint data with human identities to detect misuse, sensitive-data exposure, and active threat chains. 6 releases · first seen Jun 2026

release

  • Detection engine queries the knowledge graph at evaluation time, giving each detection rule access to identity posture, device enrollment, resource sensitivity, behavioral baselines, and active investigation state simultaneously. Context-Rich Detection: Using Everything We Know · Oct 2026 · source · release history
  • Extends detection coverage to SaaS platforms including GitHub, Snowflake, Salesforce, and OpenAI. announced · Oct 2026 · source · release history
  • Operates the Exaforce real-time Data Platform as a SIEM, correlating identity, device/asset, log, configuration, and metadata sources into a real-time context graph for AI agent use. announced · Oct 2026 · source · release history
  • Adds threat detection that correlates agent actions, agentic-app activity, and prompts with human identities, endpoint data, file access, and code context to detect misuse, sensitive-data exposure, and active threats — including chains of individually legitimate-looking actions. announced · Sep 2026 · source · release history
  • Exabot Detect capabilities now include hooks for Cursor telemetry (pre-execution events) and exposed secrets in AI chats. Expanding beyond the SOC: Introducing Exaforce Agentless AI Security · Sep 2026 · source · release history
  • Enables sensitive chat labeling for PII, secrets, and regulated data to feed detections and access graphs Claude meets the SOC: Removing the AI blind spot · Jun 2026 · source · release history
AI Activity Monitoring shipped Monitors token usage and detects anomalies indicating runaway consumption, exploitation, or misuse across the organization. 4 releases · first seen Sep 2026

release

  • Adds specific semantic modeling for forward proxy logs (Zscaler, Cato, Netskope) capturing user-device-URL-proxy policy context. From Raw Logs to Semantic Intelligence · Sep 2026 · source · release history
  • Adds a process-centric semantic model for EDR telemetry that captures parent process chains and typed resources (files, registry, scripts, MCP servers). From Raw Logs to Semantic Intelligence · Sep 2026 · source · release history
  • AI & Agentic Insights dashboard providing aggregated findings on flagged skills, MCPs, chats with secrets, AI footprint, and anomalous token spend spikes. Expanding beyond the SOC: Introducing Exaforce Agentless AI Security · Sep 2026 · source · release history
  • Adds token-usage monitoring with anomaly detection to identify runaway AI token use, exploitation, or misuse across the organization. announced · Sep 2026 · source · release history
Usage Visibility shipped Provides visibility into chats and prompts classified by usage type to monitor adherence to organizational policies. 4 releases · first seen Jun 2026

release

  • Adds purpose-built semantic models for SaaS audit logs, normalizing events into a Principal-Action-Resource-Location-Result structure with curated sensitivity ratings. From Raw Logs to Semantic Intelligence · Sep 2026 · source · release history
  • Continuous visibility and risk identification for endpoint agentic apps, MCP servers, and IDE plugins via existing EDR/MDM data ingestion. Expanding beyond the SOC: Introducing Exaforce Agentless AI Security · Sep 2026 · source · release history
  • Adds visibility into chats and prompts classified as personal or business use to support adherence to usage policies. announced · Sep 2026 · source · release history
  • Enables sensitive chat labeling for PII, secrets, and regulated data to feed detections and access graphs Claude meets the SOC: Removing the AI blind spot · Jun 2026 · source · release history
Risk Scoring shipped Generates per-agent and per-skill risk scores with recommended fixes for exposures such as excessive permissions and unvetted servers. 3 releases · first seen Sep 2026

release

  • Continuous visibility and risk identification for endpoint agentic apps, MCP servers, and IDE plugins via existing EDR/MDM data ingestion. Expanding beyond the SOC: Introducing Exaforce Agentless AI Security · Sep 2026 · source · release history
  • Exabot Detect capabilities now include hooks for Cursor telemetry (pre-execution events) and exposed secrets in AI chats. Expanding beyond the SOC: Introducing Exaforce Agentless AI Security · Sep 2026 · source · release history
  • Adds per-agent and per-skill risk scoring for every agent, skill, MCP server, and plugin, paired with a recommended fix, covering exposures such as excessive permissions and unvetted MCP servers. announced · Sep 2026 · source · release history
Behavioral Baselining shipped Builds continuously updated behavioral baselines for users, sub-principals, API endpoints, resources, IP addresses, and devices, replacing static thresholds with adaptive models that learn normal patterns. 2 releases · first seen Sep 2026

Also counts toward: ML-based detection

release

  • Builds per-entity behavioral baselines for users, sub-principals (OAuth apps, API tokens, service accounts, AI agents), API endpoints, resources (repos, files, buckets), IP addresses/networks, and devices — replacing static thresholds with adaptive baselines that learn normal patterns. Context-Rich Detection: Using Everything We Know · Oct 2026 · source · release history
  • Adds automatic API contract learning for discovered endpoints to baseline request parameters, headers, and body types for deviation detection. From Raw Logs to Semantic Intelligence · Sep 2026 · source · release history
Permission Right-Sizing shipped Analyzes assigned permissions against actual usage over 90-day windows across Okta, GitHub, Azure AD/Entra, Google Workspace, and AWS, and surfaces specific role downgrade recommendations that name the current role, the minimum role usage requires, and the recommended replacement. 2 releases · first seen Oct 2026

release

  • Surfaces specific, actionable right-sizing findings that name the assigned role, the minimum role actual usage requires, and the recommended replacement action. Context-Rich Detection: Using Everything We Know · Oct 2026 · source · release history
  • Enables role right-sizing analysis across Okta, GitHub, Azure AD/Entra, Google Workspace, and AWS by comparing assigned permissions against actual permission usage over 90-day windows and recommending specific downgrades (e.g. SUPER_ADMIN to HELP_DESK_ADMIN). Context-Rich Detection: Using Everything We Know · Oct 2026 · source · release history
AI Governance shipped Defines and enforces which AI apps, agents, and models are sanctioned for specific users via existing identity and provider controls. 2 releases · first seen Sep 2026

release

  • Detection of Shadow-AI OAuth apps with excessive scopes (e.g., write access to Google Workspace) and risky configuration changes to agent allow/deny lists. Expanding beyond the SOC: Introducing Exaforce Agentless AI Security · Sep 2026 · source · release history
  • Adds governance controls to define which AI apps, agents, and models are sanctioned and for whom, enforced through existing identity, endpoint, and model-provider controls. announced · Sep 2026 · source · release history
Managed SOC Service shipped Provides a managed security operations service built on the Exaforce Agentic SOC platform and delivered by a third-party provider for enterprise customers. 1 release · first seen Oct 2026

release

  • Launches CTC-MSS AI SOC Service powered by Exaforce, a managed security service built on the Exaforce Agentic SOC platform and delivered by ITOCHU Techno-Solutions for enterprise customers in Japan.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠ announced · Oct 2026 · source · release history

Lines in monospace are the tool's own words: help text parsed from its source, or an endpoint from its API document. Under release, a line is our summary of a dated release. Under docs, it is quoted from the tool's own documentation or website. Each links back to the source it came from.

Score card

  1. Shipping velocity releases a month, last 12 months
  2. Documentation quality release-notes rubric, 0–100
  3. Breaking-change discipline how rarely a release breaks users, and notice given
  4. Maintenance risk quiet time against its own cadence, maintainers
  5. Innovation & surface new capabilities, API and MCP surface

Five scores for Exaforce, each built from the releases, notes and API history this site tracks — and, on Researcher and Business, where it stands among every measured tool in its category and how that has moved.

Score cards are part of every paid plan.

See plans →

Each score is 0–100 on a published rubric, derived from data this site already shows. A dimension we cannot measure says so — it is never scored 0 and never enters a rank.

How this is scored
  • Shipping velocity — releases a month over the last 12 months, on a log scale where 16 a month scores 100. Needs 3 releases in the window.
  • Documentation quality — the release-notes rubric published on the analytics page, unchanged.
  • Breaking-change discipline — the share of releases carrying a breaking change (none scores 100, half or more scores 0). Only projects that label breaking changes are measured: a clean record cannot be told from an unlabelled one.
  • Maintenance risk — quiet time measured against the tool's own release cadence (quiet longer than 90 days and three typical gaps scores 0), plus the number of active maintainers and whether contributors are growing, where known. Higher is lower risk.
  • Innovation & surface — new capabilities in the feature ledger this year, API and MCP operations added, and the share of commits that are features: the mean of whichever we hold.
  • Community health (open-source tools only) — each is a direction, not a size: contributors this year against last, the bus factor now against a year ago, and issues closed per issue opened, where steady scores 50, doubled 100 and halved 0; plus the median time to a maintainer's first reply (an hour scores about 100, a month or more 0). A commercial card has no repository and carries none of the four.
  • Documented delivery (commercial tools) — when a vendor's documented new capabilities have slowed against its own baseline, that counts against the overall standing as heavily as two low dimensions. Steady delivery, or too little history to judge, leaves the standing alone; it is never a sixth score.
  • Open-source tools are scored on repository signals; commercial tools on their published changelog. Ranks compare tools within one category and one profile and need at least five measured peers; the overall standing needs three ranked dimensions. Best-in-breed or consolidator is a shape, not a quality, and is never scored.

Release-note detail over time

See how much detail Exaforce puts in its release notes, quarter by quarter, and compare it with tracked tools in the same category. This history uses up to ten retained, reviewed notes per tool; sparse or blank older quarters may reflect that limit.

Checking release-note history…

Explore the full chart →

Website history

exaforce.com, every change

Exaforce's home page and 40 more pages as they looked each month from April 2024 to October 2026: 97 renders, 25 changes of tagline or palette. Step through them, play them, or put any two months side by side.

Website history is included with Researcher and Business.

See plans →

Coverage

Missing something? Tell us

What Exaforce connects to, runs on and detects, read from its release notes and docs. So far: 1 new integration, 1 new supported platform.

Show

2 changes, tracked since Oct 1, 2026.

  • Oct 12026

    new SaaS platform detection coverage

    With GitHub, Snowflake, Salesforce, OpenAI

    Detection coverage across SaaS platforms. Coverage spans GitHub, Snowflake, Salesforce, and OpenAI, providing visibility across environments that can be difficult to monitor with traditional security tools.

    Source ↗

  • Oct 12026

    new CTC-MSS AI SOC Service — Japan market availability

    With CTC-MSS AI SOC Service powered by Exaforce

    CTC-MSS AI SOC Service powered by Exaforce will be available to ITOCHU Techno-Solutions customers in Japan starting October 1, 2026.

    Source ↗

How we count

Read from 1 of 6 release notes and docs updates we hold for Exaforce. "First seen" is the earliest note that names something; "last" is the latest. Our history may start partway through Exaforce's life, so an old integration can show a recent first-seen date.

Each change counts once: "added 40 checks" is one line, so the numbers measure how often coverage moves, not how big the catalogue is or how well it detects.

Releases

Coverage in all entries

6 entries

  1. October 20261
  2. September 20263
  3. July 20261
  4. June 20261
    Coverage in all entries

    6 entries

    Add the badge to your README

    Maintain this project? The badge links readers straight to this page, so they can follow every release here.

    Tracked by Cyber Toolchain Choose a badge style and copy the code →
    browse all tools → score card for your toolchain →