Custom AI Agents for Business


Work AI Does in Minutes

Your skilled team is buried in data entry, manual follow-ups, and after-hours requests. We build AI agents that handle the repetitive work so your people can do the work you actually hired them for.

Book a Meeting See How It Works
1,800
audio files transcribed in under an hour for a forensic architecture firm
$20K+
annual labor savings on a single client project
11
autonomous agents running our own operations every night at 3 AM
See the Difference

Friday 5:30 PM — A High-Priority Request Comes In

Here's what happens with and without an AI agent.

Without AI Agent
  1. Client emails a detailed request
  2. Message sits in the inbox — everyone's gone for the weekend
  3. Monday morning: it's buried under 50 other emails
  4. Someone reads it, realizes they need info from two other systems
  5. They manually pull data, cross-reference, and compile a response
  6. Response finally goes out Tuesday afternoon
  7. Client has been waiting 4 days
  8. They're already shopping your competitor
Result: 4 days. Frustrated client. Lost trust.
With AI Agent
  1. Client emails a detailed request
  2. AI agent picks it up in under 30 seconds
  3. Agent identifies the request type and required data
  4. Pulls information from your CRM, files, and databases automatically
  5. Drafts a complete response with all the details
  6. Routes it for human review or sends it directly
  7. Client gets a response within the hour
  8. Agent logs everything and updates your systems
Result: Under 1 hour. Impressed client. Retained business.
Services

What We Build

Our agents don't just answer questions. They log into your systems and do the work.

Agentic Ops

Autonomous agents that execute multi-step workflows across your tools — CRMs, databases, email, file systems, and more.

Custom Automation

Identify and replace manual, repetitive bottlenecks with intelligent agents that learn your business processes.

Private LLM Deployment

On-premise or private-cloud language models that keep your sensitive data off public APIs. Full control, zero exposure.

Solutions

Industries We Serve

Vertical-specific AI solutions built for how your industry actually works.

AI Agents for Property Management

Maintenance requests, tenant communication, and lease processing — handled autonomously, 24/7.

Learn more →

AI for Architecture & Engineering

Transcription, document processing, and reporting automation for AEC firms handling high-volume project data.

See case study →

AI-Integrated Websites

Custom websites with built-in AI agents for lead capture, scheduling, and customer intake. Not a template with a chatbot bolted on.

Learn more →

Your Industry

Every industry has repetitive workflows AI can handle. We'll find yours and build the agent to run it.

Book a discovery call →
How It Works

From First Call to Deployed Agent

A clear, low-risk process designed to prove value before you commit.

1

Discovery

Free 30-minute call. We audit your current workflows and identify the single highest-ROI automation opportunity.

Free · No obligation
2

Pilot

We build one agent for one workflow in 2-4 weeks. You see it working in your environment before committing further.

2-4 weeks · One workflow
3

Deploy

Production deployment with monitoring, testing, and staff training. Your team learns to work alongside the agent.

Full integration · Staff training
4

Optimize & Expand

Ongoing performance tuning, monitoring, and expansion to additional workflows as you see results.

Continuous improvement
Our Approach

Why Little Hammer Labs

01

Privacy-First Architecture

Your data never leaves your control. We deploy local and private LLMs so you get the power of AI without the exposure of public APIs.

02

Lean Hybrid Infrastructure

Local hardware for orchestration, cloud GPUs for heavy compute. Enterprise-grade capability without enterprise-grade cost.

03

Built Around Your Workflows

No cookie-cutter solutions. We study your specific operations, tools, and pain points — then build agents tailored to how your business actually works.

04

Agents That Do the Work

Our agents don't just answer questions. They log into your CRM, pull the data, draft the response, and update the record. You review the result, not manage the process.

Security

Your Data, Your Infrastructure

We take data handling seriously. Here's how we protect your business.

On-Prem Deployment

AI models run on your hardware. Your data never leaves your building. No third-party APIs see your files, emails, or customer records.

No Data Sharing

Client data is never shared across engagements, used for model training, or stored beyond what your project requires. Each client environment is isolated.

Human Review Built In

Every agent supports configurable human-in-the-loop checkpoints. You decide which actions require approval and which run autonomously.

Full Audit Trail

Every action an agent takes is logged. You get complete visibility into what was accessed, what decisions were made, and what changed.

Built with Anthropic Claude, local LLMs, Python, and Node.js. We choose tools based on your security requirements, not vendor lock-in.

Case Studies

Results We've Delivered

Real businesses and real systems — measurable outcomes from agentic ops.

Diehl Group Architects

Custom AI transcription tool processing 1,800+ audio files in under an hour — saving an estimated $20K+ annually across 10-12 forensic architecture projects.

"Sometimes we had guys billing one-fifty an hour sitting there typing out transcriptions all day. Little Hammer Labs built us a tool that handles the whole batch before lunch."

— Principal, Diehl Group Architects

Read the case study →

LHL Knowledge Hub

We built our own agentic knowledge system — 11 automated agents running nightly, 20-30x reduction in context retrieval cost, 24/7 autonomous operations.

Read the case study →
Limited Availability

Founding Partner Program

We're selecting a small number of businesses for our founding partner program — priority access, hands-on collaboration, and partner pricing.

Priority pricing on your first agent deployment
Direct access to our engineering team
Shape the product roadmap with your feedback

In exchange, we ask for a testimonial and case study after deployment.

About

Who's Behind Little Hammer Labs

Ryan and Max — Co-Founders of Little Hammer Labs

Ryan & Max

Co-Founders — Ryan · Max

We started Little Hammer Labs because we kept seeing the same problem: businesses buried in repetitive operational work that AI could handle, but off-the-shelf tools weren't built for their specific workflows.

Ryan leads engineering. He builds the agents, the infrastructure, and the integrations that connect them to your existing tools. Before LHL, he shipped production software and managed complex systems across multiple industries.

Max leads operations. He maps your workflows, identifies what's worth automating, and makes sure we build agents that solve real problems, not just impressive demos. His background is in business operations and process optimization.

The person on your discovery call is the same person building your agent. No handoffs, no junior devs, no bait-and-switch.

Based in San Diego, working with businesses everywhere.

FAQ

Common Questions

How is this different from Zapier or Make?

Zapier and Make are great for simple, linear automations. Our agents handle multi-step workflows that require judgment: reading unstructured data, making decisions based on context, and taking action across multiple systems. Think of it as the difference between a macro and an employee.

What happens to my data?

We can deploy AI models that run entirely on your infrastructure. Your data never leaves your building. For cloud-based deployments, we use private instances with no data sharing. You own everything we build.

How long until I see results?

Our pilot phase is 2-4 weeks. You'll have a working agent handling a real workflow in your environment. We built Diehl Group Architects' transcription tool in 6 weeks, and it paid for itself on the first project.

What if we're not sure what to automate?

That's what the discovery call is for. We'll walk through your day-to-day operations and pinpoint the workflow where automation would save the most time and money. No prep needed on your end.

Can the agent make mistakes?

Every agent we build can be configured for human review on critical actions. You set the boundaries. Most clients start with human-in-the-loop and expand autonomy as they build trust in the system.

You're a small team. Can you handle our workload?

Small team is the point. You work directly with the founders who built the system. No account managers, no telephone game. We take on a limited number of clients so every project gets our full attention.

Ready to Put AI Agents
to Work?

Book a free 30-minute discovery call. We'll audit your workflows and identify the highest-ROI automation opportunity — no strings attached.

Book a Meeting

contact@littlehammerlabs.com