Custom AI agents
An agent built for the work you actually do.
Outreach, personal assistance, coding, financial analysis and agents inside your applications. We build the agent around the task, connect your tools and give you a way to inspect its work.
The engagement
Applied Agent Build
An agent with a defined job, connected tools and a way to check its work.
For teams applying AI to an existing operation, adding agents to software, or establishing a managed environment for individual agents and teams.
Show us the task and the systems it touches. We will define what the agent should do, what it may access and how its output will be judged.
What you receive
- A defined task, representative inputs and success criteria
- The agent or team, harness, tools and required MCP/API connections
- Context, memory, permissions and human review where needed
- Evaluation, deployment, operating guidance and ownership handover
We agree the deliverables, timeline and project price in writing before work begins.
The scope, in detail.
Build the complete system or bring us a specific part. We agree the deliverables around your project requirements.
Outreach agents
Research prospects from approved sources, prepare personalized outreach, route replies and update your CRM. Sending permissions, approved channels and review steps are defined with your team.
Personal assistants
Connect the documents, calendar, email and business tools you choose. Give the assistant useful context and clear permission to prepare, recommend or carry out specific tasks.
Custom coding agents
Configure repository context, development tools, test commands and review workflows around your codebase. Build a repeatable path from task to checked change.
Financial analyst agents
Connect authorized data, extract information and prepare research, comparisons and reports with traceable sources. Your team reviews analysis and financial decisions.
Agents inside your software
Add agent-powered features to an existing application or a new product. Connect accounts, product data, tools and the interface people use to give instructions and review results.
Custom Hermes and OpenClaw agents
Set up and customize the supported agent environment around your workflows. Define models, instructions, skills, tool access, memory and deployment with a documented operator handover.
Ways to work together.
The complete engagement and the focused options below use the same approach: agree the result, build it, review it and hand it over.
Custom agent build
One agent built around a defined business task, with its tools, context and review workflow.
Agent inside an application
An agent-powered product feature connected to the application’s accounts, data and customer journey.
From the brief to the handover.
- 01
Define the task, data, permissions and examples of a useful result.
- 02
Test the uncertain model, tool and integration behavior first.
- 03
Build the workflow with evaluation, cost limits and recovery.
- 04
Roll out the agreed scope, document operation and hand over controls.
How we review the result
- The system is evaluated against representative tasks and agreed failure cases.
- Permissions, review steps and recovery behave as specified.
- Your operator can run the workflow, inspect outputs and manage costs.
What shapes the proposal
- Task complexity and number of agents
- Tools, context and data access
- Evaluation, oversight and deployment
Price and timing follow the agreed scope. Third-party subscriptions and optional ongoing support are listed separately.
What we need to begin
Task examples, authorized data and tool access, account eligibility, expected volume and an operational owner for approvals and review.
Scope boundaries
Provider access, model usage, hosting and third-party subscriptions are separate. Outreach requires authorized channels and consent practices. Financial-analysis agents support review; they do not promise returns or unrestricted trading. Agent teams do not imply unlimited autonomous business operation.
Service deck · PDF
Take the details to your team.
The scope, deliverables, delivery and handover in one document. Read it here or download it without submitting your email.
Read the pitch →AI engineering · Dedicated engagements
The agents. The infrastructure. The connections.
Commission a complete system or the part you need. These are separate implementation offers, each with its own deliverables and service pitch.
Agent teams
A coordinated agent team with assigned roles, shared context and a reviewed result.
01 / Manager & Worker Team
Agent harnesses & infrastructure
An execution environment that connects the model, tools, permissions and operating controls.
02 / Agent Harness Build
Jev implementation
A tested Jev integration for a specific decision in your system.
03 / Jev Decision Integration
Context systems & memory
A connected context and memory system that agents can retrieve from and update as agreed.
04 / Agent Context System
MCP, APIs & AI integrations
A working, documented connection between your agent or application and the required system.
05 / Connected Tools Build
Image, video & audio workflows
A workflow that takes approved inputs through generation, review and delivery.
06 / Creative Workflow Build
AI setup & consulting
A configured environment, connected workflow and practical handover for the people using it.
07 / AI Setup & Enablement
An anti-slop agency. The output has to do the job, fit your business and stand up to review. Already have something that falls short? We can Unslop it.
Before we begin.
A few practical questions about custom ai agents.
Yes. We scope custom agents, manager-and-worker teams, harnesses, context systems and image, video or audio workflows. Each gets a defined task, tool access and review process.
Before you begin · From the blog
AI agent vs workflow automation: which does your business need?
Learn when to use fixed workflow automation, an AI-assisted step or a custom AI agent, with examples and a practical pilot checklist.
Read the guide →Tell us what you
want to build.
Bring your current site or product, what needs to change, and your target date. We will put the proposed scope, milestones and price in writing.