Custom AI Agents for Business

Your Team Shouldn't Waste Time on
Work AI Can Handle

Repetitive workflows, manual processes, and after-hours requests pile up while your team focuses on what matters. We build AI agents that handle the rest — autonomously.

40%
of knowledge worker time is spent on repetitive, automatable tasks
24/7
AI agents work around the clock — no overtime, no burnout
10x
faster turnaround on multi-step workflows with autonomous agents

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.

What We Build

We go beyond chatbots. Our agents take action inside your software ecosystem.

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.

Industries We Serve

Vertical-specific AI solutions built for how your industry actually 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

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

Beyond Chat

Our agents don't just answer questions. They take action — executing tasks, updating systems, and completing workflows autonomously.

Built With
Anthropic Claude
Local LLMs
LangChain
Python
Node.js

Who We Work With

Real businesses using our AI agents to streamline their operations.

Diehl Group Architects

We built Diehl Group Architects a custom AI-powered transcription tool that turns meeting recordings, site visit notes, and client calls into structured, searchable documentation — saving their team hours of manual note-taking every week.

Watch an Agent Handle a Real Workflow

Demo video coming soon

A 90-second walkthrough of an AI agent handling a live business workflow end-to-end.

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.

Who's Behind Little Hammer Labs

Ryan and Max — Co-Founders of Little Hammer Labs

Ryan & Max

Co-Founders

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

Ryan leads engineering — building the agents, infrastructure, and integrations. Max leads operations — understanding client workflows inside and out so we build agents that solve real problems, not just impressive demos.

Based in San Diego, working with businesses everywhere.

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