Review
We look at the current process, the people using it, the tools involved, and where time or revenue is being lost.
From AI agents and workflow automation to Document AI, RAG knowledge systems, MCP integrations, CRM, and ERP platforms, we build the systems that connect intelligence to the work.
Intake, calls, qualification, appointments, CRM records, transcripts, and staff handoff in one flow.
See Connexions →Sales operations32$99.5K+ in revenue tracked across calls, follow-up, lead stages, payment links, and reporting in one CRM.
See Closeum →Guided client workflow12,000+Acquisition, account creation, AI generation, history, billing, support, and administration in one product.
See Lettermate →Operational AI product14,200+Data ingestion, AI analysis, weekly planning, subscriptions, limits, and support in one product.
See Social Playbook →Each project connects the right data, software, and workflow to a clear business result. See what we built and how people use it after launch.
View all work →We connect the data, tools, and decisions behind one important process, then expand after the system proves itself in daily use.
We look at the current process, the people using it, the tools involved, and where time or revenue is being lost.
We define one useful release, the required integrations, the review points, and how both sides will know it works.
We build around the software and data you already use wherever that is the sensible option.
We test normal cases, bad inputs, failed integrations, permissions, and the situations that need human review.
The system goes live with clear ownership, logs, documentation, and the measures needed to judge the result.
Start with one important workflow, a defined result, and a clear scope. Expand the AI layer only when the first system proves its value.
See pricing guidance →No charge
We review your current process, find the main bottleneck, and recommend the first useful system to build.
From $3,000
One real workflow with the integrations, AI or automation, testing, launch, and handoff needed to prove the value.
$10,000-$75,000+
A connected system with multiple workflows, custom software, AI agents, RAG, CRM or ERP integrations, dashboards, and support.
Each comment is connected to the project behind it, so you can see both the work and the working relationship.
We connect AI to the data, tools, and decisions your team already depends on, with the controls needed to use it confidently.
We start with what is costing time, delaying a launch, confusing customers, or losing leads. Then we choose the simplest useful fix.
The same senior team helps shape the plan, makes the key technical decisions, and stays involved through launch.
We agree what is included before we start, test it properly, document it, and make sure your team knows what happens after launch.
Q01
Start with one process that is losing revenue, consuming staff time, or slowing delivery. We will tell you whether it needs AI, normal automation, custom software, or a smaller process change.
Q02
Usually not. We first check whether the current CRM, database, documents, communication tools, and APIs can support the new workflow.
Q03
Important rules stay deterministic. AI handles variable information, while validation, permissions, source evidence, review queues, and audit logs keep the result inspectable.
Q04
A defined production result, the required integrations and interface, testing, deployment, documentation, and a clear acceptance process before launch.
Q05
Yes. We can audit, stabilize, extend, or add AI to an existing codebase when rebuilding from scratch would waste working software and customer knowledge.
Show us the current process. We will identify the data, tools, and decisions an AI system should connect first.