Governed Autonomy Infrastructure

Autonomous systems that capture, qualify, and convert, and keep running.

We engineer for the failure before it happens. Machine-speed execution, with a human in command at the few moments that are expensive to get wrong.

Live surface active
Inbound capturedauto
Lead scored + routedauto
Warm follow-upauto
Net-new outreachawaits you
Spend / publishawaits you
Audit traillogged
  • First responseIn seconds, every hour
  • Every actionLogged and reversible
  • The expensive callA human decides
  • Still runningWhen others get switched off
The reason most AI gets switched off

Most AI runs in a demo, then breaks in production.

Unpredictable, unaccountable, impossible to audit. Independent research finds the majority of AI agent deployments get rolled back within a year, not because the models fail, but because they were deployed onto systems and oversight that were never built to hold them. If you have been burned, or you are wary, that instinct is correct.

Over 40%

of agentic AI projects are forecast to be cancelled by the end of 2027, on cost, unclear value, and inadequate risk controls.

Industry analyst forecast, 2025

40% of enterprises

are expected to demote or decommission autonomous agents by 2027, because the governance gaps only surfaced after a production incident.

Industry analyst forecast, 2026

74% want it. 21% can govern it.

Most leaders expect to use agentic AI within two years, but only about a fifth have a mature way to govern an autonomous agent. That gap is the whole problem.

Global state-of-AI survey, 2026

The fix the analysts prescribe is not less autonomy. It is rapid rollback, circuit breakers that halt on a threshold breach, and clear ownership of every decision. That is the system we build, by default.

The six systems

One governed core. Six systems you can put to work.

Not a toolbox of disconnected bots. Each system runs the bounded work on its own, pauses for you before anything expensive, and writes to one audit trail you can read.

See the living system
The foundation

Six capability layers. One ring of approval around all of them.

The sophistication is not in any one part. It is in how the parts are governed. A hard human approval before money moves, before the first contact to a new person, before anything is published, before anything irreversible is deleted, and before every hiring outcome. Reversible by default everywhere else. Competitors treat this as a footer badge. Here it is the center.

See the full architecture
  • 01Intelligence
    Reasoning, scoring, drafting

    Each decision routes to reasoning sized to its cost and stakes. Cheap, reversible work runs on smaller, faster reasoning. High-stakes judgment gets the most capable.

  • 02Orchestration
    Workflow orchestration and supervision

    Long-running work survives crashes and restarts. Every step is replayable, and approval gates are enforced in code, not by convention.

  • 03Voice and Comms
    Voice and messaging

    Answers every inbound across voice, message, and chat with sub-second latency, then hands off with full context. Nobody is asked to repeat themselves.

  • 04Data and Audit
    Source of truth and tamper-evident audit

    One source of truth. Every agent action traces back to the human who authorized the workflow. Decision-grade logging, retained by policy.

  • 05Edge and Delivery
    Edge hosting and delivery

    Reversible by default. Anything shipped rolls back in seconds. Global, low-latency interfaces wherever the work happens.

  • 06Observability
    Monitoring, tracing, and alerting

    Observable or it did not happen. Every run is traced, and a threshold violation halts the agent automatically before it can compound.

Why our systems keep running

You stay in control at the moments that matter.

Our systems execute at machine speed and never sleep. At the few moments where a mistake would be expensive or irreversible, the system pauses, shows you the full context with a recommended decision, and waits for you. You get the speed of automation and the control of a careful operator. Everything the system does is logged and reversible. That pause is why our systems are still running when others got switched off.

Operate the gate yourself. This is the trust layer the whole company is built on.

Approval queue, 1 pending
AWAITING HUMAN APPROVAL
Send first outreach to a net-new lead
Recommended: SEND · drafted, personalized, throttled · reversible
Agent proposed an action. Nothing fires until you decide.
audit · waiting for human input...
Outcomes and evidence

The mechanisms are well documented. Your baseline is set in discovery.

Every figure here is an industry benchmark from cited third-party research, framed as a mechanism. They describe what the category does when it is implemented well, not a result we are claiming for you.

100xSpeed to lead

Responding inside five minutes versus thirty correlates with up to a hundred times the odds of reaching a lead, and many times the odds of qualifying it.

~78%First responder wins

Across the research, the large majority of buyers go with the business that gets back to them first. Speed is the conversion lever, not the pitch.

~62%Missed inbound

A large share of inbound calls to small operators go unanswered, and most people who hit voicemail never call back. The lead simply calls the next business.

  • Conversational capture

    Conversational forms convert several times higher than static ones, and lift qualified leads on top of that.

  • Structured hiring

    Structured interviewing has the highest predictive validity of common hiring methods, and rises further combined with cognitive signal.

  • Cost-aware routing

    Routing each decision to reasoning sized to its stakes cuts cost substantially while holding near-frontier quality.

Industry benchmark, your baseline set in discovery.

Who it is for

Built for operators who lose revenue to slow follow-up.

Founders and growth-stage businesses that are leaking revenue to manual operations and missed inbound, and that want automation they can actually trust and control. We work most often with teams in real estate, insurance, home services, and any company hiring at volume, but the system is shaped to your operation, not your industry.

  • Founders and owner-operators

    Revenue recovered and hours back without adding headcount. Usually inbound capture and a receptionist first.

  • Scaling businesses

    Leaking through slow follow-up and decision delay. Start with the diagnostic, then two to four systems.

  • High-stakes hirers

    Hiring at volume where a bad hire is expensive. Lead with the AIS Hiring Intelligence Engine.

  • Regulated operators

    Where the audit trail is the point. Lead with compliance-aware design as the differentiator.

Vertical playbooks

We lead with the constraint, not the catalog. The system is shaped to your operation, not your industry.

How we build, in five lines.

The full approach
  1. i.Governed by defaultEvery part of the system has a defined scope and an owner. Nothing runs unaccountable.
  2. ii.Reversible over impressiveWe design for the rollback before we design the feature. If it can undo, it can be trusted.
  3. iii.Outcomes, never toolsWe are accountable for results: speed to lead, conversion lift, revenue recovered. The plumbing is ours to handle.
  4. iv.Observable or it did not happenEvery action the system takes is logged and reviewable. You can always see what was done, and why.
  5. v.Honest engineeringWe tell you what is automated and what is not, what is working and what is not. No theater.
Meet ARIA

A guide who only speaks for AIS, and says so.

ARIA is the governed assistant for this site. She explains what we build, how the systems stay accountable, and helps you book a call. She answers in your language and keeps to AIS, so a few things stay with a human on purpose. That restraint is the same governance we build into every system we run.

Voice coming soon
  • Walks you through the work

    The six systems, what each one does, and where a human stays in command. In your language, in plain terms.

  • Points you to the right page

    Ask about hiring intelligence or speed to lead and she opens the exact page, no hunting through the menu.

  • Governed on purpose

    She speaks for AIS only. No pricing, no client names, no promises she cannot keep. The restraint is the point.

Start the conversation

See what your operation looks like running itself.

One call. We map where you are losing revenue to slow follow-up and missed inbound, and show you the system that closes the gap.