Which solution should we start with?

Start with the problem costing the most time or causing the most errors. On a discovery call, we discuss the problem and identify a practical starting point for assessment or implementation.

Do these work with our existing tools?

We start with the systems you already use. What we can configure or connect depends on their available APIs, import and export features, subscription plans, and access permissions. We confirm those requirements before proposing an integration.

Can we use Claude, ChatGPT, or another AI model?

We assess the AI application or model against the workflow, required capabilities, and data requirements. Where practical, we design custom components to allow a provider change. Switching may still require changes to integrations, prompts, and testing.

Who owns what you build?

You own the custom code we develop for you, with a source code handoff. Third-party software and services remain subject to their own terms. Ongoing costs can include subscriptions, hosting, AI usage, maintenance, and support.

Solutions

AI and custom software built around how your business runs

We improve how your team works with software through configuration, integrations, automation, and custom development. Where AI is useful, we build it around your data and processes. You own the custom code we build for you.

Book a call

How it fits together

Start with the work you want to improve

Explore ways to connect your systems, reduce repetitive work, and make better use of your data. We’ll help you choose a starting point and combine capabilities where useful.

Get more from the tools you have

Your team uses only part of the software you already pay for.

Tool Onboarding and Adoption

Improve software setup, connect workflows, and help your team use the tools consistently.

Example: Configure field-report templates and train supervisors on submission and review.

Explore

Centralize your data

Reporting takes too much time because your records live in separate systems.

Data Lakehouse

Bring data from selected systems into a shared foundation for reporting and analysis.

Example: Combine accounting, CRM, and project records for a consistent reporting view.

Explore

Use AI with your business systems

Give AI assistants access to relevant business records so they can answer questions and help complete defined tasks.

Business MCP Layers

Connect AI assistants to approved business records and tools through Model Context Protocol (MCP).

Example: Let an assistant retrieve overdue invoices and their related project records.

Explore

AI Agents

Build AI assistants that use your records and instructions to complete defined tasks, with review where needed.

Example: Prepare a weekly project summary for your team to review.

Explore

Reduce admin and plan ahead

Keep recurring work moving and use your data to see what may need attention.

Automations

Use defined rules to move information, assign tasks, and send reminders across a workflow.

Example: Notify the responsible person when required information is missing.

Explore

Data Modeling and Forecasting

Model revenue, costs, and cash flow using your data and explicit assumptions.

Example: Compare cash-flow scenarios using different project payment dates.

Explore

Combine the Capabilities You Need

Custom-built

Agentic Operations Platform

Bring selected data sources, AI assistants, and workflows together in a custom system built around your business. Start with the capabilities your team needs and expand as requirements grow.

You own the custom code we build for you.

Explore the platform

Client Project

DesCor Builders

General contractor

The problem: Business information lived in separate systems, so keeping it up to date took manual work.
What we’re building: A custom AI-powered platform connected to DesCor’s existing systems, starting with a monthly reporting workflow. DesCor owns the custom platform code; the connected systems stay under their own vendors’ terms.

The result

260–300 manual steps eliminated per month

View the client project Read the review on Clutch

FAQs

Questions about our solutions

Not sure where to start?

Tell us where work gets stuck. We'll help you identify a practical starting point and whether a custom solution makes sense.

Book a Call

Free · 30 minutes · No preparation required