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AI agents, automation & product engineering

AI systemsbuilt around yourbusiness.

We build AI receptionists, AI agents, RAG knowledge systems, document AI, MCP integrations, and custom AI CRM and ERP platforms.

Clear scopeRAG & MCP integrationsHuman review where neededProduction launch

A clear path from problem to launch.

Start with one useful release. Expand only after it works in the real business.

01

Review

We look at the current process, the people using it, the tools involved, and where time or revenue is being lost.

02

Scope

We define one useful release, the required integrations, the review points, and how both sides will know it works.

03

Build

We build around the software and data you already use wherever that is the sensible option.

04

Test

We test normal cases, bad inputs, failed integrations, permissions, and the situations that need human review.

05

Launch

The system goes live with clear ownership, logs, documentation, and the measures needed to judge the result.

Start with one useful release.

You see the result, scope, fixed price, review stages, and success measure before development starts.

See pricing guidance →
01

Free Audit

No charge

We review your current process, find the main bottleneck, and recommend the first useful system to build.

02

Workflow Pilot

From $3,000

One real workflow with the integrations, AI or automation, testing, launch, and handoff needed to prove the value.

03

Complete AI System

$10,000-$75,000+

A connected system with multiple workflows, custom software, AI agents, RAG, CRM or ERP integrations, dashboards, and support.

Clear decisions. Direct access. Proper delivery.

You get direct answers, visible progress, and a finished system your team can actually use.

01

We solve the problem, not sell the tool

We start with what is costing time, delaying a launch, confusing customers, or losing leads. Then we choose the simplest useful fix.

02

You speak to the people doing the work

The same senior team helps shape the plan, makes the key technical decisions, and stays involved through launch.

03

Clear scope and a proper finish

We agree what is included before we start, test it properly, document it, and make sure your team knows what happens after launch.

A few things clients usually ask.

Q01

What should we start with?

Start with one process that is losing revenue, consuming staff time, or blocking delivery. We will tell you whether it needs AI, normal automation, custom software, or a smaller process change.

Q02

Do we need to replace our current software?

Usually not. We first check whether the current CRM, database, documents, communication tools, and APIs can support the new workflow.

Q03

How do you keep AI outputs reliable?

Important rules stay deterministic. AI handles variable information, while validation, permissions, source evidence, review queues, and audit logs keep the result inspectable.

Q04

What does the first project include?

A defined production result, the required integrations and interface, testing, deployment, documentation, and a clear acceptance process before launch.

Q05

Can you improve an existing product?

Yes. We can audit, stabilize, extend, or add AI to an existing codebase when rebuilding from scratch would waste working software and customer knowledge.

Free audit

Tell us what is slowing the business down.

Show us the current process. We will identify the smallest useful system, what it should cost, and what should wait.

Tell us what you need