We build the AI systems
your company runs on
AI that sees your whole business and gets smarter every week. Delivered in practical stages, with source code included.Most companies add AI to tools that don't talk to each other. We build the system that ties everything together. AI that sees your whole business and gets smarter every week.
Built with
Most companies bolt AI on top. We build the system underneath.
Status becomes a guess. AI shows up as a chatbot bolted on top, blind to everything else. We build the layer underneath, so the system gets better every week.Most companies hit the same wall. Status becomes a guess. Context lives in three people's heads. AI shows up as a chatbot bolted on top, blind to everything else. We build the layer underneath, so the system gets better every week instead of slowly drifting.
Every action leaves a record
Decisions, approvals, and outcomes are written down somewhere the AI can find them.Decisions, approvals, handoffs, and outcomes are written down somewhere the AI can find them. Not lost in a chat thread or someone's memory.
Ask anything, get a real answer
Ask in plain language. Get a real answer from your own data, with sources.Ask a question in plain language. Get a real answer from your own data, with the source to back it up. No middle managers translating between dashboards.
Every workflow learns and improves
Agents propose. Humans approve. The system learns and improves every week.Agents propose. Humans approve. The system learns from what happens next, so it gets better at its job every week, not worse.
Three problems we solve, over and over
Your company's data is fragmented, so AI can't see it
Your AI tools can only help with what they can see. Most companies have data spread across ten systems with no shared layer underneath.
- Normalize, validate, and deduplicate records across your current tools
- For a B2B sales client, we consolidated account records across multiple systems with AI-powered dedup
- APIs and event streams so downstream agents and reports have real context
- Monitoring, retries, and failure handling for production integrations
Your company's data is fragmented, so AI can't see it
Your AI tools can only help with what they can see. Most companies have data spread across ten systems with no shared layer underneath.
- Normalize, validate, and deduplicate records across your current tools
- For a B2B sales client, we consolidated account records across multiple systems with AI-powered dedup
- APIs and event streams so downstream agents and reports have real context
- Monitoring, retries, and failure handling for production integrations
Your workflows don't improve, because nothing's learning from them
If a process leaves no record, nothing learns from it. We rebuild workflows so every step gets recorded and the work gets better over time.
- Intake, routing, approvals, SLAs, escalations, and exceptions
- We built our own project management on this pattern: every commit, comment, and outcome recorded so the system can learn from it
- Reporting driven by workflow events, not manual status updates
Your knowledge is locked in documents, so it walks out the door
Your team has the manual. They can’t find the right page. When the senior engineer retires, the knowledge leaves with them.
- Search, Q&A, and extraction across PDFs, manuals, spreadsheets, and scanned docs
- For an industrial-equipment client, a search system across hundreds of source documents saves engineers 10-15 hours per evaluation
- Permission-aware AI copilots for triage, drafting, and decision support
Common Applications
What you get at design sign-off
Stop paying per seat for tools that don't talk to AI.
Focused first releases often go live in two to four weeks; complex systems are phased.
You bought SaaS. You customized it as far as it would go. You built the rest in spreadsheets. The spreadsheets became the real system, and none of it talks to AI. Meanwhile your seat counts keep going up every hire. We replace the layer that should have been yours from the start, beginning with a focused workflow and expanding as the evidence supports it.
Custom intake + approval portal
Requests route by your org's rules with SLA tracking, not a generic ticketing system
Internal knowledge base + AI search
Ask questions in plain language, get answers from your own docs and SOPs, with citations
Project management + team coordination
Your stages, your roles, your workflows, not adapting your team to someone else's tool
Client portal + status tracking
Clients see their project status, upload docs, and submit requests. Branded, no third-party logins
Validate quickly, then build what holds up
Spec the outcome
Outcome, inputs, success signal. Not a feature list.
Prototype with agents
Working software in days, not a slide deck
Lock the blueprint
Data model, permissions, integrations, feedback loops
Build software-factory style
Specs and tests drive agents. A small team ships a lot
Deploy and improve
Launch, watch real usage, the system improves each week
Built like an AI-native team, because we are one
One engineer at the keyboard. AI agents writing most of the code under direction. That is how we reduce delivery overhead.One engineer at the keyboard. AI agents writing most of the code under direction. A small team of operators on review, testing, and deployment. That is how we move quickly without treating review or maintainability as optional.
One engineer plus agents
Most of the code in your project is written by AI agents under direction. The human at the keyboard is the one shipping it.
Specs and tests, not tickets
We write the outcome we want and the tests that prove it. Agents iterate until the tests pass. That is the source of truth.
You pay for the system, not the org chart
Agent-assisted delivery reduces coordination overhead, so we can often quote materially less than traditional firms. Scope, risk, and outcome still determine the final price.
Security and Governance
Security requirements are designed into each engagement from day one and validated against your review process. Deploy on your infrastructure or ours.
Role-based access control
permissions by role, team, region, and partner
Audit logs
trace who changed what, when, and why
Encryption
data encrypted in transit and at rest; secure secret management
SSO
SAML/OIDC when required
Data residency
deploy in your preferred region (Canada, US)
Monitoring
logs, alerts, and operational dashboards
Tell us where execution breaks
Tell us the workflow your team complains about every week. We'll map it, prototype a version where the AI actually fits, and give you a realistic plan including scope, timeline, and cost within two weeks.