Enterprise AI systems, built and operated for you

Enterprise AI systems, built and run for you.

We assess where AI creates measurable business leverage, engineer custom software, autonomous agent harnesses, and private SLMs, and operate them securely within your enterprise perimeter.

Book 1-Week Paid Assessment Explore 6 Services
Fixed one-week paid assessment. Zero open-ended discovery fees. Full code and runbook handover.
Live Platforms
4 Operating
Open Source
10 Core Repos
Perimeter Security
Zero Inbound
Vendor Lock-in
0% (Client Owned)
CONTROL MATRIX // PRODUCTION RUNTIME
ENFORCING

Select an architectural gateway to inspect active enterprise security policies:

RULE-01 // ZERO-INBOUND-PERIMETER STRICT SPEC 
security_policy ingress_rule {
  network_interface = "isolated_vpc"
  inbound_ports     = [] # ZERO open ports
  channel_mode      = "outbound_pull_only"
  transport_security= "mTLS_strict"
}
Enterprise Differentiators

Why Enterprise Leaders Work with AnveAI

Four verifiable operational standards that set our engineering practice apart from traditional IT agencies.

We Ship Our Own Products

We operate and carry the on-call pager for AnveVoice, AnveForms, CiterLabs, and ZapMind. We build with the discipline of operators, not slide deck creators.

Security by Default

Zero inbound network exposure, single-scoped credentials per capability, human approval gates on external actions, and append-only audit ledgers.

Public Verifiable Code

Ten original open source projects spanning an AI-native Linux OS, LLM firewalls, agent payment layers, and the agent harness we deploy for clients. Inspect the engineering quality of our public code before hiring us.

100% Client Ownership

Complete Infrastructure as Code, operational runbooks, and staff training upon handover. Retainers are a choice you make, not an artificial dependency.

Core Capabilities

Our 6 Core Services

End-to-end AI engineering capabilities designed for corporate reliability, deterministic execution, and complete IP ownership.

01 Strategy & Advisory

AI Consulting & Maturity Assessment

A rigorous diagnostic evaluation of your data readiness, technical debt, and risk profile, paired with a sequenced roadmap and complete total cost of ownership model before code is written.

  • Scored Maturity Baseline: Comprehensive audit of internal data pipelines, permissions, and latency constraints.
  • Risk & Threat Model: Quantitative evaluation of compliance boundaries, hallucination tolerance, and regulatory posture.
  • ROI & TCO Projection: Precise operational cost models comparing commercial APIs, fine-tuned SLMs, and local inference.
Architecture Framework Threat Modeling TCO Forecasting
02 Engineering

MVP & Custom Software Development

Full product engineering from architecture to production deployment. Production-grade software with strict test coverage, continuous integration, and complete Infrastructure as Code.

  • Full-Stack Production Builds: Scalable enterprise web, mobile, and backend microservices engineered for high throughput.
  • Automated CI/CD & Tests: Rigorous unit, integration, and load test suites preventing production regressions.
  • Infrastructure as Code: Fully reproducible deployments configured with Terraform, Docker, and Kubernetes.
TypeScript Python PostgreSQL Terraform
03 Autonomous Systems

AI Agent Development & Automation

Goal-seeking autonomous agents that own end-to-end business workflows, equipped with deterministic tooling, state recovery, and mandatory human-in-the-loop approval gates.

  • Multi-Step Workflow Orchestration: Agents capable of reasoning, calling internal APIs, parsing documents, and verifying state.
  • Human Approval Interceptors: Automatic execution halts on financial mutations, data writes, or customer-facing actions.
  • State Persistence & Recovery: Resilient memory backends that resume long-running tasks without context loss.
LangGraph Vector DBs Redis State Human-in-the-Loop
04 Enterprise Runtimes

AI Harness Deployment (OpenClaw & Hermes)

Production hardening and enterprise configuration for leading agent harnesses including OpenClaw and Hermes. MicroVM isolation, dynamic secrets, and sub-100ms global kill switches.

  • OpenClaw & Hermes Runtime Setup: Enterprise cluster provisioning with process-level isolation and resource boundaries.
  • Ephemeral Credential Injection: Scoped single-capability tokens injected at runtime with zero persistent storage in agent memory.
  • Hardened Kill Switch Architecture: Instant operator revocation protocol that terminates runaway processes immediately.
OpenClaw Hermes MicroVMs mTLS Secrets
05 Deep Learning

SLM Training & Offline Deployment

Small language models custom-trained on your proprietary enterprise corpus. Drastically cheaper inference, lower latency, and 100% air-gapped on-premise execution with zero data egress.

  • Domain Tokenization & Fine-Tuning: SLM adaptation using LoRA/QLoRA on domain documentation, legal texts, or codebases.
  • Quantization & Latency Optimization: Model compression for real-time edge execution with sub-50ms token generation.
  • Air-Gapped Offline Deployment: On-premise infrastructure setups where no external network connection is required.
PyTorch vLLM Ollama Quantization
06 Workforce Enablement

Corporate Training on AI

Intensive, hands-on enablement for engineering teams, security professionals, and corporate leaders. Practical mechanics, failure mode debugging, and prompt injection defense.

  • Engineering AI Tooling Bootcamps: Practical curriculum for developers on building agentic workflows, evals, and embeddings.
  • Offensive & Defensive AI Security: Deep dives into prompt injections, jailbreak vectors, data poisoning, and model firewalling.
  • Operational Governance & Runbooks: Frameworks for monitoring model drift, managing inference spend, and maintaining safety.
Live Labs Threat Simulation Runbook Mastery
Proprietary Platforms

We Build, Operate, and Maintain Our Own Products

We do not just write slides about technology. We engineer, deploy, and carry the production pager for four live, commercial AI platforms.

ANVEAI PRODUCT CONCEPTANVE

One appliance. Your team's private AI.

A pre-launch vision for local meetings, research, documents, presentations, code, and role-specific assistants.

Explore the product vision
LIVE IN PRODUCTION anvevoice.app

AnveVoice

Ultra-low latency voice AI for enterprise websites. Visitors speak naturally, while the system answers, qualifies, and routes leads in real-time. Fully self-hostable and provider-agnostic.

VOICE PIPELINE LATENCY P50 487MS MEASURED
  • 487ms P50 streaming response pipeline
  • Bring-your-own model keys or air-gapped models
  • Enterprise telephony & CRM webhook integration
LIVE IN PRODUCTION anveforms.com

AnveForms

Conversational forms people actually complete. Respondents speak instead of typing, and answers arrive structured, categorized, and validated directly into your database.

VOICE-TO-JSON EXTRACTION
{
  "applicant": "Verified Enterprise",
  "urgency": "High",
  "data_extracted": true
}
  • 85%+ completion rate over static web forms
  • Automatic normalization to structured schemas
  • Native Zapier, Webhook, and ERP connectors
APPLIED RESEARCH citerlabs.com

CiterLabs

Our applied research laboratory dedicated to AI search visibility, model guardrail evaluation, and adversarial prompt firewall testing for enterprise applications.

AI SEARCH CITATION RADAR ACTIVE TELEMETRY
Perplexity, ChatGPT Search, and Claude citation index analytics.
  • AI search engine indexing telemetry
  • Adversarial jailbreak testing harnesses
  • Enterprise LLM guardrail benchmarking
LIVE IN PRODUCTION zapmind.in

ZapMind

Automated creator growth, scheduled cross-channel publishing, and membership infrastructure engineered for digital media businesses and creator networks.

DISTRIBUTION PIPELINE AUTOMATED SCHEDULING
Multi-platform content orchestration and member monetization.
  • Multi-channel content syndication
  • Automated analytics and attribution tracking
  • Custom membership monetization gateway
Open Source & Collaboration

Public Code You Can Inspect and Collaborate On

We build in the open. Review our codebase, clone our tools, or partner with us on open-source initiatives.

Collaborate with the AnveAI Engineering Team

We actively welcome enterprise collaboration, code contributions, security reviews, and joint open-source research. Connect directly with our core maintainers.

Partner on Open Source
agentpay

Spend layer for autonomous agents with x402-compatible USDC payments and merchant gateway control plane.

TypeScript 2 stars
prompt-sentinel-flow

LLM firewall and OpenAI-compatible proxy with deep policy enforcement, jailbreak detection, and audit logging.

TypeScript 1 star
anveinspect

Fleet observability for AI agents: monitor token costs, tool call execution trees, and silent failure alerts.

HTML/JS Core Tool
anvevoice-oss

Self-hostable, provider-agnostic voice AI core. Run streaming voice bots using your own keys or local models.

TypeScript OSS Core
anve-offsec

Autonomous bug bounty and offensive security operations toolkit packaged to run as an automated unit.

Python 1 star
idea-hunt-skill

Evidence-first business opportunity discovery skill for coding agents to evaluate willingness to pay.

Agent Skill 2 stars
voice-ai-latency-benchmark

Open dataset comparing published against measured voice AI latency metrics across global providers.

Dataset CC BY 4.0
anvevoice-mcp

Model Context Protocol (MCP) server for AnveVoice, allowing agents to access demos and benchmarks directly.

JavaScript MCP Protocol
linuxos-ai

A first step toward an AI-native Linux OS: natural language system administration driven by an LLM.

TypeScript 15 stars
openclaw-skill

OpenClaw skill exposing 46 MCP tools to manage AI voice agents, from the harness we deploy for clients.

TypeScript 3 stars
Security Architecture

Enterprise Governance Built In from Commit One

Security is the default, not an add-on. We enforce four structural architectural guarantees on every enterprise deployment.

Zero Inbound Attack Surface

Agents operate behind corporate firewalls over outbound-only mTLS polling channels with zero open ingress ports.

Scoped Ephemeral Tokens

Each execution receives a single scoped credential valid exclusively for that microVM container, avoiding persistent keys.

Mandatory Human Gateways

Mutating outbound operations (fund transfers, database writes, outbound emails) automatically pause for designated sign-off.

Append-Only Audit Ledger

Prompts, retrieved context chunks, tool invocations, and decisions are cryptographically hashed with SHA-256 to immutable ledgers.

Engagement Model

The Paid 1-Week Assessment

Every engagement begins with a focused, one-week technical assessment. We map your data, test feasibility against real payloads, and deliver a production architecture blueprint.

If our findings prove that AI is not the right tool for the workflow, we document why and you retain the entire analysis and architecture recommendation.

Schedule 1-Week Assessment
  1. 01

    Days 1 to 2: Data & Systems Audit

    We audit internal databases, API rate limits, permission models, and security boundaries to establish a scored technical baseline.

  2. 02

    Days 3 to 4: Feasibility & Threat Modeling

    We build rapid offline evaluation benchmarks against real payloads to measure hallucination boundaries, latency, and operational token costs.

  3. 03

    Day 5: Production Roadmap & TCO Handover

    We present executive architecture blueprints, infrastructure specifications, total cost of ownership models, and production sprint timelines.

  4. 04

    Phase 2 Onward: Production Sprint

    Deploy the validated architecture with full Infrastructure as Code, zero-inbound security harnesses, and automated CI/CD pipelines.

Start an Engagement

Tell Us What You Want to Build

Share your system architecture, target automation, or training requirements. Our engineering leads will review your brief and return a concrete technical response with estimated costs within 2 business days.

  • Direct engineering review, not a high-pressure sales pitch
  • Clear evaluation of feasibility, risk, and model unit economics
  • Honest guidance if traditional software is more suitable than AI
Book a 30 minute technical call
Or write to us directly:
hello@anveai.com
The more specific your architecture details, the more actionable our technical response.