Platform of Autonomous Engineers

BuildBetterwith Ana.

Ana joins your engineering teams and owns the outcome - autonomously shipping software, security fixes, infrastructure, models and firmware at machine speed.

Act I - The team

Meet the autonomous engineers that join your team on day one.

The team

Five autonomous engineers.
One platform.

01 / 058 minTicket to PR
src/middleware/rateLimit.ts12345678BRANCH · ana/ENG-4821mainlinttests 214/214buildPR #2103 merged

Software Engineer

Picks up the ticket, plans the change, ships the tested PR.

Core development

  • Code generation & optimization
  • Testing and debugging
  • Developer assistance

Modernization

  • Legacy app modernization
  • Automated bug fixes
  • Stack upgrades
Meet the Software Engineer
02 / 054 minFinding to merged PR
expressaxiospglodash 4.17.15jsonwebtokenreact-domzodcheckout-apiREACHABLE FINDINGSCRITlodash · proto pollutionpatchedHIGHSQLi · order searchpatchedHIGHIAM wildcard · workerpatchedMEDReflected XSSpatchedCRITICALS OPEN3210

Security Engineer

Triages every finding and closes the criticals with patch PRs.

Comprehensive security

  • Threat modeling
  • API security
  • Vulnerability assessment

Automated remediation

  • Auto vulnerability fixes
  • Security debt reduction
  • Continuous monitoring
Meet the Security Engineer
03 / 053 minMTTR
usersgatewaycheckoutinventorypaymentspostgresP99 LATENCY · PAYMENTS● ALERT payments p99 2.4s◆ ROOT CAUSE db connection pool exhausted✓ ROLLED BACK v2.14.1 · p99 180msPROD · us-east-1

SRE / DevOps Engineer

Catches the alert, finds the root cause, restores the service.

Infrastructure

  • Infrastructure as Code
  • Auto incident response
  • Reliability & monitoring

Cloud & performance

  • Cloud optimization
  • CI/CD automation
  • Load balancing & scaling
Meet the SRE / DevOps Engineer
04 / 050.94F1 at deploy
support-intent-v4billingrefundotherLOSSF1 0.94ROLLOUTshadow → canary 10% → 100%

AI / ML Engineer

Validates data, trains, evaluates and deploys - then watches drift.

ML development

  • Model dev & training
  • Auto feature engineering
  • Performance optimization

Data engineering

  • Data preparation
  • Pipeline automation
  • Quality assurance
Meet the AI / ML Engineer
05 / 056+Standards covered
CAN-FDUARTSPIADCPWMI2CSTM32H7motor-ctrl · v2.4.0CAN_TX · 10msHIL64/64MISRA0 req.FLASH1.24 MBFIRMWARE · IEC 62304

Embedded Engineer

From requirements to certified firmware and a fleet-ready OTA.

Firmware & systems

  • Firmware generation (C/C++/Rust)
  • RTOS engineering
  • Device driver generation

Security & compliance

  • Firmware SBOM & CVE detection
  • IEC 62304 / FDA compliance
  • OTA & Edge AI deployment
Meet the Embedded Engineer

(01)How it works

Hand Ana the work. Review the result.

Coding assistants wait for prompts. Ana takes ownership of the task from intake to merged change - and keeps a human in control of what ships.

  1. 01

    Connect your stack

    Ana plugs into your repos, ticketing, scanners, cloud and observability tools - inside your VPC if you need it.

    GitHubJiraSnykAWSPagerDuty
  2. 02

    Assign the work

    Assign a ticket, route a security finding, or let an alert page Ana directly. She picks it up like any engineer on the team.

    TicketsFindingsAlertsRequests
  3. 03

    Ana plans and executes

    She reads the codebase and the context, writes a plan, then does the work - code, tests, infra changes, runbooks.

    PlanCodeTestFix
  4. 04

    You review and approve

    Every change lands as a reviewable PR with tests and an audit trail. Policy gates decide what needs a human sign-off.

    Pull requestTestsAudit trailApproval gate

(02)Ana SDE · in your IDE

Your editor,
with an engineer in it.

Ana SDE brings the Software Engineer into VS Code and IntelliJ. Chat about the code you have open, or let the agent plan, edit, run and debug - and approve every step before it happens.

  • Five modes

    Architect, Code, Ask, Debug and Orchestrator - each with the right tools for the job.

  • Agent, not autocomplete

    Edits files, runs commands and tests web apps across the workspace.

  • Approval at every step

    Nothing changes and nothing runs without your yes.

  • Hands off to the platform

    Bigger work continues as a tested pull request from Ana’s Software Engineer.

client.ts - paymentsVS Code · IntelliJ
1export async function charge(req: ChargeRequest) {
2 return withRetry(() => api.post('/charges', req), {
3 attempts: 3, backoffMs: 250,
4 idempotencyKey: req.requestId,
5 });
6}
ArchitectCodeDebugAskOrchestrator

Plan retries for the payments client

AnaPlan: wrap charge() in exponential backoff, cap at 3 attempts, make it idempotent with the existing request id. 3 files.

Act II - The difference

Coding assistants help you type faster. Ana takes ownership of the outcome.

(03)Platform comparison

Ana vs traditional coding assistants.

Assistants autocomplete. Ana is staffed into the work - across every engineering discipline.

Capability AnaAssistants
AI capabilities
AI as Autonomous Engineer
AI as Security Engineer
AI as SRE/DevOps Engineer
AI as AI/ML Engineer
AI as Embedded Engineer
AI as Coding Assistant
Integrations & deployment
Integrates with Repo & SDLC
Deploy in Your VPC
Out-of-Box Integrations
Advanced features
Multi-Agentic Capabilities
Choice of LLM/MOE Architecture
Included Partial Not included

(04)Numbers that speak for themselves

Lines of code analyzed

Vulnerabilities auto-fixed

Uptime maintained

Average time to merged PR

(05)Enterprise grade

Why enterprises choose Ana.

Built for regulated, security-conscious engineering organizations from day one.

01 / 04

Autonomous, not just assistive

Ana handles full-scale software engineering - from planning to deployment - without hand-holding.

PlanningExecutionTestingDelivery
PLANCODETESTDELIVER0HAND-OFFS
02 / 04

Security-first approach

Fixes vulnerabilities, not just finds them. Generates patch PRs, tests, and audit evidence automatically.

Patch PRsRegression testsAudit evidence
CVECVEPR ✓PR ✓PATCH · TEST · EVIDENCE
03 / 04

Seamless integration

Works across your SDLC, DevOps, and security tools out of the box. No additional setup required.

SDLCDevOpsSecurity tooling
GitHubJiraSlackAWSSnykDatadogJenkinsK8sAna
04 / 04

Enterprise-ready

Deploy within your VPC for complete control. SOC 2 Type II, ISO 27001, HIPAA and GDPR compliant, with data residency and governance built in.

Your VPCSOC 2 Type IIISO 27001HIPAAGDPRData residency
YOUR VPCAnaReposLLMDatainternetSOC 2 Type IIData residency

(06)Safety, guardrails & privacy

Autonomous, never unsupervised.

Ana sees only what you connect, does only what your policy allows, and asks a named human before anything sensitive. Every action is on the record.

action · tighten IAM on prod-payments-role

Checking Identity
  1. 1Identity
  2. 2Scope
  3. 3Policy
  4. 4Approval
  5. 5Execution
  6. 6Verification
  7. 7Evidence

Least access

Read-only by default. Scoped tokens, never shared admin keys.

Your data stays yours

No training on your data. SaaS, your VPC, on-prem or air-gapped.

A human in charge

Sensitive actions wait for the named approver your policy sets.

Compliance

✓

SOC 2

Type II

✓

ISO

27001

✓

HIPAA

Compliant

✓

GDPR

Compliant

(07)Trusted integrations

Ana works with multiple tools, products and platforms

Source control, scanners, ticketing, chat and cloud - Ana plugs into the stack your teams already run. 59+ integrations, VS Code and IntelliJ, and anything else through MCP.

awsazureBitBucketcheckmarxConfluence
discord
GithubGitlabacunetixanchoreappcheckappspiderVisual Studio CodeGoogle CloudBitbucket PipelinesTravis CIKubernetesNew RelicELK StackInfluxDBInvicti (Netsparker)HCL AppScanAWS Security HubClickUp
JiraLinearServicenowSlacksnyk
teams
trelloveracodewizsonarqubequalysfortifyIntelliJ IDEAAzure DevOpsJenkinsArgo CDOpen Policy AgentPrometheusFluentdPagerDutyHorizon3.ai NodeZeroTenableAmazon InspectorNotion
Model Context Protocol (MCP)GitHub ActionsCircleCITerraformDatadogGrafanaOpenTelemetryOpsgenieSecureworks TaegisAqua SecurityProwlerZoom

(08)In their words

Ana didn't just find our vulnerabilities - she fixed them, wrote the tests, and generated the audit evidence. What used to take our team weeks now happens in minutes.

E

Engineering Leader

Enterprise SaaS Company

Named Gartner Cool Vendor 2025

Act III - The proof

The threat landscape has changed. Here's how Ana responds.

(09)The AI Vulnerability Storm - CSA / SANS / OWASP, 2026

AI is finding vulnerabilities faster than teams can fix them.

The window between discovery and weaponization has collapsed to hours. The bottleneck is no longer finding - it's fixing.

72%

AI exploit success rate

500+

High-severity vulns in one AI run

8 min

AI attack to admin access

<1 day

Time-to-exploit in 2026

What's happening

  1. 01

    AI autonomously found 500+ high-severity open source vulns in a single research run

  2. 02

    XBOW became #1 on HackerOne - first AI to outperform all human hackers

  3. 03

    First AI-orchestrated espionage campaign ran full attack chains across 30+ targets

  4. 04

    Time-to-exploit is now under 1 day - down from weeks just 2 years ago

OpenAna's response

Your stack already finds the issues. OpenAna closes the gap - turning findings into merged PRs, tests, and audit evidence.

  • Connects to Snyk, Wiz, Checkmarx, pentesters & more
  • Generates human-reviewable patch PRs automatically
  • Adds regression tests so issues stay fixed
  • Produces SOC 2 / ISO audit evidence on every fix

(10)Platform capabilities

Ana's platform

Six core capabilities that give Ana full autonomy across your engineering stack.

Web Automation

Navigate, interact & extract - autonomously

Ana controls real browsers to research, test, and interact with web applications end-to-end. From scraping competitive intel to running full E2E test suites, Ana handles it without a human in the loop.

  • Headless & headed browser automation
  • End-to-end test generation & execution
  • Web research & competitive intelligence
  • Form filling, login flows, UI validation
Browser Control
live
https://app.example.com/dashboard
navigateNavigating to /login
actionFilling credentials from vault
assertDashboard loaded - 12 elements found
testRunning E2E test suite (47 cases)…

(12)Under the hood

The engine behind Ana.

Ana's architecture and methodology are purpose-built for autonomous engineering - not bolted on.

Ana's architecture01
PantheonEpisodicGateWeaverMatrixNexusSYNAPSEFUSION

Ana's Echelon Network

Powered by Synapse Fusion™

Six specialized components - The Pantheon, Episodic Engine, The Gate, Heuristic Weaver, The Matrix, and The Nexus - working in concert as an autonomous engineering operating system.

  • Mixture of Experts orchestration
  • Layered episodic memory
  • Policy-aware governance
  • Enterprise integration layer
Explore architecture
Ana's methodology02
1Plan2Approve3Build4Test5Secure6ShipADLCGOVERNEDshipped ✓

AI-Driven Development Lifecycle

Ana's ADLC

A structured, governed approach to AI-assisted engineering - combining planning, execution, testing, security, and delivery governance into a single native workflow.

  • Structured planning before coding
  • Risk-aware approval handling
  • Built-in security & audit trail
  • Cross-domain engineering coverage
Explore methodology

(13)ROI calculator

Calculate your ROI

Discover the cost savings, efficiency gains, and business impact of deploying Ana.

Calculate Your ROI with Ana

Discover the cost savings, efficiency gains, and business impact of adopting Ana in your software development team.

40–65%
Dev efficiency gain
10k+
Vulns auto-fixed
4 min
Avg time to merged PR
Autonomous engineering ·Autonomous engineering ·Autonomous engineering ·Autonomous engineering ·

Ready to accelerate
your engineering?

Ana empowers and augments your engineering capabilities, enhances security, and automates operations - at machine speed.

Trusted by enterprise engineering teams worldwide

In short

Questions,
answered.

Ana is a platform of autonomous AI engineers from OpenAna. Each engineer - Software, Security, SRE/DevOps, AI/ML and Embedded - picks up real work such as tickets, vulnerabilities and incidents, and carries it through to a reviewed pull request or verified fix, inside your own cloud and under your policies.

  • Five autonomous engineers on one platform
  • Works with your existing repos, CI/CD, cloud, scanners and ticketing
  • Risk-aware approvals and a full audit trail
  • Gartner Cool Vendor in AI Development, 2025

Ana is OpenAna’s platform of autonomous AI engineers. Unlike coding assistants that suggest code, Ana owns a task end to end - planning, implementing, testing and opening a pull request or remediation for your team to review.

Coding assistants autocomplete code for a developer. Ana is an autonomous engineer: it reads the codebase, plans the change, writes code and tests, handles security checks and delivers a reviewable result, with memory and governance built in.

No. Ana classifies every action by risk. Low-risk work proceeds automatically, while anything external, financial, production-impacting or destructive requires approval from a named person, and every action is recorded in an audit trail.

Yes. Ana can be deployed inside your own VPC with SSO, data residency controls and a full audit trail, so code and data stay within your environment.