AI workflow automation
Move work forward
Use AI to read incoming requests, extract the details, and trigger the next step across your tools, with review where your team needs it.
Request routing · document processing · follow-upsCUSTOM SOFTWARE + AI + AUTOMATION
We build custom applications, automate repetitive work, and connect the tools you already use.
AI solutions
From an assistant that knows your business to a workflow that handles the busywork. We turn AI into software your team can use every day.
Move work forward
Use AI to read incoming requests, extract the details, and trigger the next step across your tools, with review where your team needs it.
Request routing · document processing · follow-upsMake knowledge useful
Give customers and colleagues a way to ask questions and find answers using your business information, documents, and processes.
Customer support · internal knowledge · team assistantsBuilt with AI
We use AI throughout development to turn your idea into a working application, shaped around your customers and your team.
Web applications · internal tools · business platformsGive AI the right context
Connect your existing systems, bring scattered data into useful dashboards, and make the right information available to your AI workflows.
System integrations · dashboards · reportingAI tools, desktop apps, and business platforms.
Built around real work.
Our work
Meeting assistants, lead research and outreach automation, document intelligence, and connected business platforms. Explore our AI products, client work, and experiments.
Live AI assistance + macOS
Private desktop MVP
A macOS assistant that brings meeting audio, screen context, and relevant knowledge together. Live transcription and AI suggestions help the user prepare a response while keeping them in control.
AI product + outreach automation
In-house macOS product
Turn business discovery into a clear outreach process. AI researches prospective customers and prepares relevant introductions, while a Kanban case board shows every lead’s stage and next action. Saved rules guide review, scheduled sending, reply tracking, and follow-ups.
Document intelligence + spending
Private web app
An installable receipt app that turns photos and uploads into reviewable spending records. Search purchased items across receipts, compare months, and explore yearly totals, categories, stores, and refunds.
AI narration + audio publishing
Invite-only studio · Public stories
A story studio for written stories, original recordings, and English or Farsi AI narration. Long-form audio, a private gallery, collections, and selected public stories bring creation and listening together.
Photo-guided video editing
Experimental local prototype
An experimental interface for photo-guided editing of short videos. Upload validation, clip selection, previews, estimates, and budget controls support a careful workflow for exploring AI video editing.
Connected knowledge + AI context
Private knowledge system
A linked Markdown knowledge system that brings project history, source notes, decisions, and next actions together. Structured pages and reusable capture routines make context easier to find and use with AI.
Obsidian calendar + reminder kiosk
Private-source custom software
A calendar and reminder kiosk that turns an older Ubuntu computer into a clear view of the day. Create tasks and attach documents in Obsidian on your laptop, synchronize changes in both directions, and see what’s next on an always-visible display.
Team planning + AI flow authoring
Private hosted workspace
A shared workspace for application onboarding, dependency maps, and project checklists. Teams can plan workstreams, track decisions, and create application flows with explanations that survive export and import.
Local planning + portable software
Local app · Open source
The independent local edition of Pathways. Plan dependencies, create workflows and architecture diagrams, and keep project data on your computer. Author manually, connect a local agent, or use Astra with your own API key.
Event operations + tree adoption
Custom web application
A separate event application for tree adoption, inventory, and donation workflows. A public adoption form connects to an admin workspace for managing events, tree availability, adoption records, and donation history.

Commerce + operations
The storefront is just the beginning. A connected platform brings a specialist sharpening business’s products, services, and daily operations together.
Community program + storefront
A welcoming home for a community tree-sharing program, with a separate tree storefront and tools for inventory, delivery, and order management. Public checkout is currently closed.
Community platform + content
A place to connect before walking through the door. Gatherings, sermons, event registration, and member programs brought together.
Community directory + publishing
A living community atlas. Discover spaces, local gatherings, and shared resources, with publishing tools for the people behind them.
How we work
We start with the way your business works. Then we find where AI can help, build with you, and refine the solution in real use.
Understand your day-to-day challenges, map the repetitive work, and choose a useful first problem to solve.
Use AI to develop a working solution, connect it to your tools, and test it with your team against real examples.
Put the solution into everyday use, check the results, and improve it as your workflows and needs change.
Let’s find your starting point
Tell us about the work that slows you down,
or the software you wish you had. We’ll explore what AI can do.