When no tool fits, we build the system.
Some problems do not fit a dashboard or a workflow tool: a research engine over proprietary data, an internal application your operations run on, an AI feature inside your product. We design and build those systems properly (Python, FastAPI, Node.js, PostgreSQL, AWS or GCP) with Claude Code accelerating the build and our engineers owning architecture, security and testing.
Your cloud accounts, your repositories, your data. We build it; you own it, documented.
When no off-the-shelf tool fits, we engineer the system around the business.
Some problems do not fit a dashboard or a workflow tool: a research engine over proprietary data, an internal application your operations run on, an AI feature inside your product. We design and build those systems properly (Python, FastAPI, Node.js, PostgreSQL, AWS or GCP) with Claude Code accelerating the build and our engineers owning architecture, security and testing.
No off-the-shelf tool fits
The workflow is yours alone, and every SaaS product forces it into someone else's shape.
Custom builds priced in quarters
Traditional agency quotes made bespoke software a non-starter.
Prototypes that cannot ship
The proof-of-concept worked; nobody engineered the auth, retries and monitoring behind it.
Data too big for spreadsheets
Research, scoring and enrichment jobs that need real pipelines and real compute.
Engineering time is spoken for
Your product roadmap wins every argument, so internal tools never get built.
AI features stuck in a backlog
The assistant, the scoring model, the RAG search — planned every quarter, shipped never.
Engineered around the business, not the tool
Internal applications, AI features, research engines and the backend underneath, built properly: tested, secured, monitored and documented.
Internal tools & data applications
The applications your team wishes existed: admin panels, approval consoles, operational dashboards with write-back, scoring and review queues, built around your workflow instead of forcing your workflow around a SaaS tool.
- Internal web applications
- Admin and approval consoles
- Custom analytics applications
- React and Next.js where a UI is needed
AI assistants & product features
AI capabilities built into your product or operations: assistants grounded in your own documents and data, persistent memory that survives the conversation, and RAG systems that answer from your knowledge, with sources shown.
- RAG over your own content
- Persistent memory and context
- Claude, OpenAI and Gemini APIs
- Vector search with pgvector or Pinecone
Research, enrichment & scoring engines
Systems that combine real-world data, APIs and custom logic with AI classification, not a prompt wrapper: product and market research engines, entity and property data enrichment, lead intelligence, and opportunity scoring built on your own criteria.
- Multi-source data collection
- AI classification and extraction at scale
- Custom scoring algorithms
- Trend and anomaly detection
Backend services & APIs
The reliable server side underneath it all: APIs, webhooks, queues and background jobs that integrate your systems and survive production traffic, written to be maintained, not just demoed.
- Python, FastAPI and Node.js
- REST, GraphQL and webhooks
- OAuth and secure authentication
- PostgreSQL, Supabase and MongoDB
Cloud, security & operations
Deployed and operated properly: your own AWS or GCP accounts, Docker where it helps, secrets managed correctly, monitoring and error logging from day one, and documentation so you are never dependent on us.
- AWS and Google Cloud deployment
- Docker and CI/CD
- Role-based access and audit trails
- Monitoring, logging and alerting
Built with Claude Code
Claude Code is how our engineers work: it reads existing codebases, writes and reviews integration code, and takes the repetitive work out of delivery. It is why custom systems we would once have quoted in quarters now land in weeks, while architecture, security and testing stay with our engineers.
- Faster delivery on custom work
- Existing codebases understood, not rewritten
- Engineer-reviewed, tested code
- You own the code and the repo
Your cloud accounts, your repositories, your data. We build it; you own it, documented.
What changes when the system fits the business
Software shaped around your workflow, delivered at a pace that used to be impossible for custom work.
Tools your team actually uses
Built around the real workflow: queues, approvals, write-back, the lot.
AI grounded in your data
Assistants and features that answer from your content, with sources shown.
Proprietary intelligence
Research and scoring engines on your criteria — an edge nobody can subscribe to.
Engineering, not improvisation
Tested, secured, version-controlled code with monitoring from day one.
Weeks, not quarters
Claude Code accelerates the build; our engineers own the architecture.
Yours, completely
Your accounts, your repo, your documentation. No dependency on us.
Solutions built for your industry
Every industry has different challenges. We build data, reporting, automation and AI solutions that fit the way your business operates.
Marketing Agencies
Automate client reporting, prove attribution and monitor every account without the manual grind.
- Multi-client reporting automation
- Cross-channel attribution
- Tracking QA across the book
- AI-drafted client commentary
Ecommerce & DTC
Connect store, marketplace, ad and finance data to see true profitability and reliable tracking.
- Contribution margin by SKU
- Server-side conversion tracking
- Marketing tied to revenue
- AI margin and stock alerts
Retail
Bring together sell-through, margins, locations and marketing across every channel.
- Sell-through by channel
- Product and category margins
- Retail and wholesale in one view
- AI demand forecasting
Franchise
Compare every location on consistent numbers, with AI reading the weekly review.
- Location scorecards
- Standardized KPIs
- Roll-up and drill-down
- Underperformance alerts
SaaS
Connect product, marketing, sales and billing into clear growth metrics, plus custom AI features.
- MRR and ARR reporting
- Activation and churn analytics
- CAC against LTV
- AI agents and internal tools
Professional Services
Automate intake to invoice and make the firm's knowledge searchable, with approvals throughout.
- Intake and proposal automation
- Utilization and pipeline reporting
- AI speed-to-lead follow-up
- Knowledge assistants with sources
Legal Services
Document intelligence, intake automation and clean matter reporting, handled confidentially.
- Document classification and extraction
- Client intake automation
- Matter and revenue reporting
- Assistants grounded in your precedents
Healthcare
Operational reporting and careful automation for clinics and multi-site practices.
- Booking and utilization reporting
- Multi-site scorecards
- Payroll automation with approvals
- Patient acquisition ROI
A simple, low-risk way to get started
Three clear steps to working together, backed by commitments that keep the risk on us, not you.
- Step 1 We understand the problem and design the system We learn your goals, systems, and the questions you need answered.
- Step 2 We build it, and prove it works Tracking, dashboards, automation or AI, built to fit your business.
- Step 3 We deploy, monitor and keep improving it We keep improving it as your business grows and your questions change.
We remove the risk of getting started so the decision is easy. Here is our commitment to you:
- Free first consultationA practical working session about your data, workflows and AI opportunities, not a sales pitch. If we are not the right fit, we will say so.
- Clearly scoped first projectWe agree on the deliverable, timeline, and price up front. No open-ended retainer required to begin.
- You own everythingEvery pipeline, dashboard, workflow and agent we build is yours: your accounts, your code, documented, with no lock-in.
- No long-term contract to startBegin with one focused engagement. Continue only if the results earn it.