Assail
Also known as: Ares, Sidewinder, Assail AI
Autonomous red teaming platform (Ares) whose AI agents discover, chain, and exploit vulnerabilities across APIs, web apps, and mobile apps, powered by a proprietary offensive security model.
Assail builds Ares, an agentic offensive AI platform for continuous penetration testing of the application layer: APIs (REST, GraphQL, gRPC, WebSocket), mobile apps, and web applications. Rather than scanning for known signatures, Ares deploys coordinated AI agents that plan engagements, chain multi step attacks, and prove impact through exploitation, mapping findings to MITRE ATT&CK with replayable records that include agent reasoning and live network traces.
The platform runs on proprietary models rather than wrapped frontier models: Dagger, a fourteen billion parameter offensive security model, followed in July 2026 by Sidewinder, a second generation redesign with twelve specialized agents working against a persistent knowledge graph of the target's attack surface and vision grounded browsing that drives a real browser through single page apps and authenticated identities. A co evolutionary training loop pits an Adversary Simulator against a Breacher to generate novel techniques without human curated data.
Assail was founded by Alissa Knight, a twenty six year offensive security veteran, is headquartered in Boston, and is backed by Venture Guides after a pre seed led by Squared Circle Ventures. Ares became generally available February 2026, with an open source Docker agent for behind the firewall deployment and managed or fully on premises options for sovereign and air gapped environments.
Vendor details
Canonical URL
https://www.assailai.com
Category
Security / SOC agent
Subcategory
Autonomous offensive security testing
Funding status
Pre seed of two hundred fifty thousand dollars led by Squared Circle Ventures (January 2026); backed by Venture Guides per March 2026 announcement; NVIDIA Inception member
Company status
independent
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
Integrated security toolchains for exploitation; findings mapped to MITRE ATT&CK; open source Ares Docker Agent on GitHub and Docker Hub for internal attack surface; managed deployments on AWS, Azure, and Google Cloud.
In practice
A security team replaces point in time pentests with always on engagements, and Ares maps shadow endpoints then exploits broken authorization with proof of impact
After a fix ships, the team reruns the attack chain to validate remediation in minutes instead of waiting weeks for a retest
An analyst chats with Ares agents about how they would breach the environment and which findings are actually exploitable, prioritizing remediation accordingly
Sources & related URLs
Research sources
Capability coverage
10.5 / 14 capabilities · 75%
| Integrations & Tool CallingAres uses integrated security toolchains for exploitation and ships an open source Docker agent, but a broad third party integration catalog is not the framing; findings map to MITRE ATT&CK. assailai.com and March 2026 PR retrieved 2026-07-08. | Partial |
|---|---|
| Workflow OrchestrationA mission planning agent communicates plans to other agents; Sidewinder is plan driven with twelve specialized agents that rewrite the plan as evidence surfaces, executing multi step attack chains. assailai.com and SiliconANGLE Sidewinder coverage retrieved 2026-07-08. | Full |
| Knowledge Grounding & RAGSidewinder agents work against a persistent knowledge graph of the target's attack surface, grounding decisions in mapped endpoints and evidence rather than static signatures. SiliconANGLE Sidewinder coverage retrieved 2026-07-08. | Full |
| Human Oversight & GuardrailsThe January launch cites safe by design live fire simulation, progressive autonomy, and full audit trails; users can chat with agents to prioritize remediation, but explicit approval gating of exploit actions is not detailed. January 2026 PR and assailai.com retrieved 2026-07-08. | Partial |
| Security, Identity & GovernanceFull audit trails and authorized testing framing are documented, and on premises and air gapped options exist for sovereign environments; formal certifications were not retrieved. January 2026 PR and SiliconANGLE Sidewinder coverage retrieved 2026-07-08. | Partial |
| Observability & AuditabilityEach finding is independently verified, deduplicated, and delivered with a replayable record including agent reasoning and a live network trace, rendered as an interactive kill chain; the Ares Mind sidebar surfaces the decision tree. SiliconANGLE Sidewinder and January 2026 PR retrieved 2026-07-08. | Full |
| Memory & State PersistenceSidewinder introduces a persistent knowledge graph of the target's attack surface, an explicit contrast with Dagger which retained nothing once a scan ended. SiliconANGLE Sidewinder coverage retrieved 2026-07-08. | Full |
| Deployment & Data ResidencyAres runs as a managed deployment on AWS, Azure, or Google Cloud, or fully on premises via a Campaign Agent aimed at sovereign and air gapped environments; an open source Docker agent runs behind the firewall. SiliconANGLE Sidewinder and January 2026 PR retrieved 2026-07-08. | Full |
| Prebuilt Agents, Templates & PacksShips purpose built agents specialized for APIs, mobile, and web with full OWASP API Security Top Ten coverage, plus up to one hundred coordinated agents per target in the Dagger generation. March 2026 PR and January 2026 PR retrieved 2026-07-08. | Full |
| Triggers & Channel CoverageContinuous exposure management replaces point in time tests with always on red teaming that keeps pace with CI/CD cycles; explicit event trigger configuration is not detailed. March 2026 PR retrieved 2026-07-08. | Partial |
| Model Flexibility & RoutingDeliberate N: Ares runs on proprietary models only (Dagger, then Sidewinder's new model), explicitly positioned against frontier models with a wrapper; no customer model selection. March 2026 PR and SiliconANGLE Sidewinder coverage retrieved 2026-07-08. | Unable to verify |
| APIs, SDKs & MCP ExtensibilityThe Ares Docker Agent is open source on GitHub and Docker Hub for behind the firewall deployment; a broader public API or SDK is not documented. January 2026 PR retrieved 2026-07-08. | Partial |
| Testing, Debugging & OptimizationA co evolutionary training loop (Javelin) pits an Adversary Simulator against a Breacher using GRPO to continuously self improve, and remediation validation reruns attack chains after fixes. assailai.com, March 2026 PR retrieved 2026-07-08. | Full |
| Browser & Computer UseSidewinder uses vision grounded analysis to drive a real browser, crawling single page applications, clearing simple challenges, and operating several authenticated identities. SiliconANGLE Sidewinder coverage retrieved 2026-07-08. | Full |
Pricing
Contact sales
What is public
Product capabilities, deployment options, and the open source Docker agent are public; commercial terms are not.
Billing mechanics
Not publicly documented; enterprise sales with registration gating.
Cost watchouts
Likely priced by applications or targets under continuous testing; managed cloud versus on premises Campaign Agent deployments may price differently.
Variable cost rationale
Continuous autonomous pentesting typically scales by number of applications, targets, or engagements under test, so cost likely tracks attack surface coverage; no metering is published, so this is an estimate.
Additional watchouts
Early stage with a fast release cadence (Ares GA Feb 2026, Sidewinder July 2026); packaging likely to change.
Sales call required
Yes — required for paid access
Free / trial
Open source Ares Docker Agent is free for behind the firewall use; commercial platform pricing is not public
Key ambiguities
Commercial model and pricing axis are unpublished; company is early stage.
Missing data
All pricing figures, billing axis, trial terms.
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