NewAI Cyber Defense — the 2026 threat report

AI agents now hack at machine speed. We defend at the same speed.

Autonomous attack agents now find and exploit weak spots for a few dollars per target. We point the same class of frontier AI — directed by senior engineers — at your websites, apps, and cloud first, then patch everything we find.

Book a Security Sweep· $4,500 Read the threat report

80–90%: of an espionage campaign’s hands-on work done by an AI agent; Anthropic, Nov 2025
$25: mean model cost per target in an autonomous-agent retail campaign; Gambit Security, Sep 2026
< 3 hrs: from first targeting to privileged access in agentic intrusions; Microsoft Threat Intelligence, Oct 2026

Signal Desk

LiveSign in

Known exploited

1,754

New · last 30 days

Detected→
Matched to your stack→
Patch scheduled

Real data: newest entries in CISA's Known Exploited Vulnerabilities catalog.

AI Cyber Defense · Pricing

Find it. Fix it. Keep it fixed.

One fixed-price sweep clears what's exposed today. After that we watch your stack for free and charge only when a critical patch is needed.

AI Security Sweep

One-time · fixed scope

Start here

$4,500fixed · 5 business days

An agent-driven attack-surface scan of your websites, apps, cloud, and dependencies — every finding verified by a senior engineer, every fix shipped as a reviewed pull request, then retested.

Book a Security Sweep

What's included

External attack-surface discovery: domains, subdomains, exposed services, edge devices
Web app & API testing with frontier-model agents (OWASP Top 10, auth, business logic)
Dependency and supply-chain audit against CISA KEV, GitHub advisories, and EPSS
Cloud & secrets review: IAM, storage exposure, leaked keys, CI/CD tokens
AI surface review: chatbots, agents, MCP servers, prompt-injection paths
Critical & high fixes shipped as PRs in your repo, then retested
Executive summary + technical report with proof for every finding

Patch Watch

Ongoing · after your Sweep

Free monitoring

$0/month · for every Sweep client

Continuous monitoring after the Sweep. Our Signal Desk matches every new exploit, advisory, and threat report against your exact stack, and schedules the work. You pay only when a critical patch lands.

How patch priorities work

What you pay

Item	When	Price
Hourly monitoring & triage	Always on	$0
Routine updates (P2 / P3)	Weekly maintenance window	Included
Monthly posture report	First week of each month	Included
Critical patch (P0 / P1)	48h or 7-day SLA	$950 each

Every critical patch is quoted and approved by you before we start. No critical patch, no bill.

01
Discover & attack
Agents map your attack surface and probe it the way an attacker's agent would.
02
Verify
A senior engineer reproduces every finding. No proof, no ticket.
03
Patch & retest
Fixes land as pull requests in your repo, then the original attack is re-run.
04
Watch
Your stack is matched against new exploits every hour.

Written authorization before any test
Non-destructive, sandboxed agents
Every fix is a PR you approve
Your data is never used for training

Read the 2026 AI threat report

Production AI for growing companies

AI that works — at a fixed price, with the receipts.

More than half of AI pilots now die after the demo. Ours ship with a baseline measured on day one, a written success metric agreed before we write code, and monitoring that proves it's still working in month six. Start with a $3,000 pilot — money-back guarantee.

See the Offers Book a Free Fit Call

Published fixed prices

Your cloud, your code

Senior engineers only

The Receipts · Every Engagement

Success metric — signed before we write code

One workflow, one number, agreed in writing

Live scoreboard — baseline vs. actual

week 10

Money-back pilot guarantee

Your cloud, your repo, your code

The Offers

Five products. Fixed prices. Each one funds the next.

No proposals, no day rates, no surprises. You start small — every price is fixed and agreed before work begins, and you never commit to the next rung until the previous one has proven its number on your own data.

Start here

AI Workflow Pilot

$3,000fixed · 14 days

Money-back guarantee

Pick the workflow that hurts most — sales follow-ups, document intake, support triage, quotes, reporting. A working AI on it inside your existing tools in 14 days, with a before/after baseline on your own operation.

See the Workflow Pilot

Start here

Production Readiness Audit

$7,500fixed · 10 business days

Fee credited toward AI Operations

Already built something? A trace-level review of your live AI system — data trust, agent behavior, reliability, and cost — with a fix plan priced item by item. We audit systems others built, too.

See the Audit

Rung 2

Proof Pilot

Fixed price30 days · one workflow, one number

Baseline measured in week one, a success metric signed before we build, a working system in your environment, and a go/no-go readout at day 30. Quoted up front from your entry-offer readout — never time and materials.

How pilots work

Rung 3

Production Build

Fixed price8–12 weeks · in your cloud

The full system: evals as CI gates, monitoring dashboards, guardrails, runbook, team training — and an operations trial included so you see the reporting before you pay for it. Priced only after your pilot proves its number.

How builds work

Ongoing

AI Operations

Monthly plansthree tiers · 3-month minimum

We keep it working: monitoring, weekly eval runs, drift and cost alerts, and a monthly report scored against your baseline. Next-business-day response — stated honestly, no fake 24/7.

See the tiers

Not sure which door fits? A free 45-minute fit call ends with a recommendation for exactly one of these — never a bespoke proposal.

Book a Fit Call

Trusted by the teams at

AppEvolve

AI Aligned to Your Goals

A senior partner for AI systems that ship — and keep working.

We work with business owners and lean teams who need AI that pays for itself now, not after a six-month discovery phase. From agent workflows and document automation to the data and monitoring underneath, we work directly in your cloud environment so you keep complete ownership and control over performance and costs.

See case studies See the offers

15+

AI systems shipped to production

Agents, automations, and AI systems for named clients

Days from kickoff to a working pilot

Fixed scope, fixed price, baseline measured in week one

100%

Of code and infra owned by you

Deployed in your cloud account, no proprietary lock-in

Your Guide to AI Success

Every offer, built the same way.

From the $3,000 pilot to the production build, every system ships on the same three-layer architecture — the ForthClover Reliability Method — because the layers map one-to-one onto the documented reasons AI projects fail.

1 · Ground Truth

Data your AI can trust

The #1 reason AI projects get abandoned is poor data quality — so before any AI acts on your business, we build the single source of truth it can safely act on: pipelines, retrieval, permissioning, and quality gates.

Learn more

2 · Working Agents

AI that does one real workflow

Not a demo — an AI teammate executing an actual workflow inside your CRM, ERP, or inbox, with your people in the loop and graceful failure modes for everything else.

Learn more

3 · The Flight Recorder

Proof it works — and keeps working

Evals that run as CI gates, tracing, guardrails, drift and cost alerts — scored weekly against the baseline we measured before writing code. Most shops ship and pray. We ship with receipts.

Learn more

Senior & Vendor-Neutral

Senior engineers only

Every engagement is staffed by senior engineers who have shipped production AI before. No juniors learning on your project, no account managers in the way.

Cloud- and model-agnostic

Deep experience across AWS, Azure, and GCP, and across OpenAI, Anthropic, and open-source models. We recommend the right one — not the one that pays a kickback.

Assessment-first, no pressure

Every engagement starts with a free 45-minute fit call and a straight recommendation. If a project doesn't make sense, we'll tell you that — and pass.

You Own Everything

Code in your repo

Source ships to your GitHub or GitLab from day one. No private staging, no surprise repo handover at the end.

Infra in your cloud account

Everything deploys into your AWS, Azure, or GCP account — your data never leaves your environment, and your team retains full control of IAM and cost.

Open-source first

We avoid proprietary tooling and vendor lock-in wherever possible. You can maintain, extend, and replicate everything we build without us.

True Partnership

Fixed-price, fixed-scope

Pilots and production builds are quoted upfront with clear deliverables. No time-and-materials creep, no surprise invoices.

Pilot satisfaction guarantee

If we don't hit the agreed pilot success metric, we make it right — re-scope at no extra cost, or part ways. Small enough to actually mean it.

Honest recommendations

We'll tell you when fine-tuning isn't the answer, when a $5 prompt change beats a $50K migration, or when your real problem is data — not models.

A Risk-Free Path to Production

Accelerate your AI build with our Risk-Free Path.

We're not an AWS partner — and we don't need to be. Instead of funding programs, we lower your risk with a free 45-minute fit call, fixed-price pilots with a money-back guarantee, and full ownership of every line of code.

45 minutes — ends with one recommended offer

Free Fit Call

30 days, baseline in week one, written success metric

Fixed-Price Pilot

Code in your repo, infra in your cloud

Production Build

We've shipped 15+ AI systems for named clients.

You see the working pilot before you commit to a production build. If we don't hit the agreed success metric, we re-scope at no extra cost — or you walk away. We're small enough to actually mean it.

1
We measure your baseline before writing code
2
You authorize a fixed-price Statement of Work
3
We ship a working pilot in 30 days
4
You see the measured result before paying for production
5
We hand off code, infra, and docs — and keep it monitored

If you're ready to ship AI that actually works, let's talk.

Book a Free Fit Call

No retainer required. No long-term commitment. Cancel any pilot mid-engagement if it's not working.

What Our Clients Say

What our clients say.

01 / 06

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Ready to talk?

Let's discuss your project. No sales pitch — just engineering guidance.

Whether you're exploring AI for the first time or scaling a validated prototype, send us a quick note and an engineer will reply within one business day with a clear next step.