LangChain
Composable building blocks for prompts, tools, memory, and retrieval so complex workflows stay modular instead of becoming brittle one-off scripts.
Custom AI Solutions
We build custom AI applications that survive security review and continue delivering value after launch.
No flashy demos that break in production. We deliver maintainable, observable, auditable systems using battle-tested open-source frameworks and model integrations that match your governance and cost constraints.
The Stack
LangGraph
Stateful orchestration for production agents with durable execution, interrupts, and explicit human-in-the-loop checkpoints when decisions need sign-off.
LangSmith
Tracing, evaluation, and dataset management so every run is inspectable and performance, quality, and cost can be reviewed in plain language.
Where it runs
We deploy directly into your environment — your VPC, on-premises infrastructure, or cloud accounts you fully control. After implementation, we deliver complete documentation and hand over full ownership so your team can confidently operate and evolve the system independently.
When regulatory requirements, data residency, or security policies require it, we can also host CLAW agents and custom solutions in our Canadian private infrastructure. Every CLAW agent we host includes a DID-backed identity for verifiable trust, auditability, and sovereignty.
We focus on empowering your team, not creating long-term dependency. Full knowledge transfer and runbooks are standard. Ongoing support is always available through our Operate phase, but we never default to a “we run it forever” model unless that is your explicit request.
Cloudflare-Powered Secure Routing
When it fits the threat model, we place custom solutions behind Cloudflare edge controls to enforce identity, policy, and abuse protection consistently.
- Zero-trust access controls, WAF rules, rate limiting, and audit logging at the edge.
- Workers-based gateways for fine-grained tool and API exposure.
- Private networking patterns such as Cloudflare Tunnel for hybrid deployments.
For CLAW-style agent deployments and integration patterns, see CLAW ecosystem integration.
Delivery Outcomes
- Architecture and decision records your team can maintain and extend.
- Observability and evaluation hooks tied to repeatable release checks.
- Integration planning aligned to authentication, network posture, and data boundaries.
- Handoff documentation and runbooks so your team owns operations from day one; optional Prometheus-style monitoring when scoped.
Let's discuss your custom AI requirements.
We map architecture options, controls, and delivery phases to your operating constraints before implementation starts.