---
title: "Autonomous AI Agent Development Company | Guardrails Included"
description: "Autonomous AI agent development with the controls that make autonomy safe: hard limits in code, approval gates on irreversible actions, checkpointing, and a stop button that works mid-run."
image: "https://foundrysoft.co/api/og?type=page&title=Autonomous+AI+Agent+Development+Company+%7C+Guardrails+Included&st=Autonomous+AI+agent+development+with+the+controls+that+make+autonomy+safe%3A+hard+limits+in+code%2C+approval+gates+on+irreversible+actions%2C+che%E2%80%A6"
url: "https://foundrysoft.co/services/autonomous-ai-agent-development-company"
---

Autonomous AI agents · Built in India for US companies

# Autonomous agents with the brakes fitted

Autonomy is only useful if you can stop it. We build autonomous agents with hard limits in code rather than instructions, approval gates on irreversible actions, checkpoints so a failed run resumes instead of restarting, and a stop that leaves downstream systems consistent.

Book a 30-min scoping call [See our work](https://foundrysoft.co/work)

No sales script. You talk to the engineers who'd build it.

9+ hrs

Timezone overlap

Our team works a shifted day so you get real-time standups and same-day turnarounds in your time zone, not next-morning replies.

100%

You own the IP

Every line of code, model weight, and prompt is yours from day one. NDAs and clean IP assignment are standard, not an upsell.

Senior

No juniors hidden on the bill

You work directly with the engineers building your system. No account managers sitting between you and the people writing code.

Weeks

To first deployment

We move from scoping to a working system in production in weeks. Most engagements ship something usable inside the first month.

## What we build

Concrete systems we ship, tuned to your data and your stack.

### Hard limits in code

Per-transaction caps, daily totals, record ceilings, and domain allowlists. Not bypassable by argument, which is the entire point.

### Checkpoint and resume

A ninety-minute run that hits a transient failure resumes from the last good state instead of re-billing every token it already spent.

### Working stop button

Idempotent steps and resumable state, so stopping at step seven of twelve does not leave a half-finished transaction somewhere.

### Drift detection

Goal drift produces a completed run with a useless output and is the hardest failure to catch. We instrument for it deliberately.

## How we work

01

### Scope & evals

We pin down what success means and build the evaluation set before writing the feature, so quality is measured, not guessed.

02

### Build in the open

Weekly demos against real data. You see progress every week and can change direction before it gets expensive.

03

### Ship & instrument

We deploy with logging, cost tracking, and guardrails in place, then tune against production traffic.

04

### Hand off or stay

Take the keys with full docs, or keep us on for iteration. Either way you're never locked in.

## Questions, answered

### How autonomous should an agent actually be?

+

As autonomous as the reversibility of its actions allows. Reading is cheap to allow. Anything that moves money, deletes data, or reaches a customer should have a human in the path, and that usually costs less throughput than people fear.

### What happens when a long run fails?

+

With checkpointing, it resumes from the last good step. Without it, you restart from nothing and pay for the whole task twice, which is how workloads with a 15% transient failure rate end up nowhere near their forecast cost.

### How do you stop an agent going off task?

+

Bounded step counts, an explicit goal restated at each checkpoint rather than inherited from a drifting transcript, and alerting on runs that exceed the median length by a wide margin.

### Is full autonomy realistic?

+

For narrow, reversible tasks, often. For anything consequential, an agent that handles 94% autonomously and asks about the 6% involving money is a better product than one that never asks.

## Let's scope your build.

Tell us what you're trying to ship. We'll tell you honestly whether AI is the right tool and what it would take.

Start the conversation

```json
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "FoundrySoft",
  "url": "https://foundrysoft.co",
  "logo": "https://foundrysoft.co/logo.svg",
  "description": "FoundrySoft builds production-grade software and AI systems for US companies, from an India-based team of senior engineers.",
  "sameAs": [
    "https://github.com/foundrysofthq",
    "https://www.linkedin.com/company/foundrysoft",
    "https://www.instagram.com/foundrysoft/"
  ]
}
```

```json
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "FoundrySoft",
  "url": "https://foundrysoft.co"
}
```

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Service",
      "name": "Autonomous AI Agent Development Company | Guardrails Included",
      "description": "Autonomous AI agent development with the controls that make autonomy safe: hard limits in code, approval gates on irreversible actions, checkpointing, and a stop button that works mid-run.",
      "serviceType": "Autonomous AI agents",
      "url": "https://foundrysoft.co/services/autonomous-ai-agent-development-company",
      "provider": {
        "@type": "Organization",
        "name": "FoundrySoft",
        "url": "https://foundrysoft.co"
      },
      "areaServed": {
        "@type": "Country",
        "name": "United States"
      }
    },
    {
      "@type": "FAQPage",
      "mainEntity": [
        {
          "@type": "Question",
          "name": "How autonomous should an agent actually be?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "As autonomous as the reversibility of its actions allows. Reading is cheap to allow. Anything that moves money, deletes data, or reaches a customer should have a human in the path, and that usually costs less throughput than people fear."
          }
        },
        {
          "@type": "Question",
          "name": "What happens when a long run fails?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "With checkpointing, it resumes from the last good step. Without it, you restart from nothing and pay for the whole task twice, which is how workloads with a 15% transient failure rate end up nowhere near their forecast cost."
          }
        },
        {
          "@type": "Question",
          "name": "How do you stop an agent going off task?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Bounded step counts, an explicit goal restated at each checkpoint rather than inherited from a drifting transcript, and alerting on runs that exceed the median length by a wide margin."
          }
        },
        {
          "@type": "Question",
          "name": "Is full autonomy realistic?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "For narrow, reversible tasks, often. For anything consequential, an agent that handles 94% autonomously and asks about the 6% involving money is a better product than one that never asks."
          }
        }
      ]
    },
    {
      "@type": "BreadcrumbList",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Home",
          "item": "https://foundrysoft.co"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Services",
          "item": "https://foundrysoft.co/services"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Autonomous AI agents",
          "item": "https://foundrysoft.co/services/autonomous-ai-agent-development-company"
        }
      ]
    }
  ]
}
```