01 · Discovery→
AI Use-Case Identification
We audit your operations, identify high-leverage workflows, and quantify the impact of AI before a single line of code is written.
- Opportunity map
- ROI model
- Technical feasibility report
02 · Capabilities
Six disciplines. One operating system.
Every engagement follows the same disciplined arc — from opportunity identification to deployed, measurable systems in production.
02 · Architecture→
Custom Neural Frameworks
Bespoke LLM pipelines, RAG systems, and multi-agent orchestration — designed around your data, your domain, your guardrails.
- System design doc
- Reference implementation
- Eval harness
03 · Deployment→
Production-Grade Agents
We ship AI systems that survive contact with real users — observable, deterministic, fault-tolerant, and continuously evaluated.
- Cloud deployment
- Monitoring stack
- Incident playbooks
04 · Integration→
Workflow Automation
Connect AI to the tools your team already uses. n8n, internal APIs, CRMs, support desks — orchestrated end-to-end.
- Workflow blueprints
- API integrations
- Team training
05 · Governance→
Compliance & Security
SOC2-aligned controls, prompt injection defenses, PII redaction, and audit trails baked into every layer of the stack.
- Threat model
- Policy framework
- Audit reports
06 · Optimization→
Continuous Improvement
Once live, we tune. Latency, cost, accuracy — measured weekly and improved with disciplined experimentation.
- Eval dashboards
- Cost analysis
- Quarterly reviews
The Engagement
From discovery to governed production — usually in weeks, not quarters.
- 01 · Week 1Discover
Workshops, ops audit, opportunity map. We pick the workflow with the highest leverage.
- 02 · Week 2Architect
System design, eval harness, security model. You sign off before we ship a line of code.
- 03 · Weeks 3–6Deploy
Build, integrate, observe. Pilot with real users while the business keeps running.
- 04 · OngoingGovern
Telemetry, weekly evals, cost tuning. We hand over a system you fully own.
Frequently Asked
The questions smart buyers always ask.
How long until we see something working?+
A usable pilot in 2–4 weeks for most engagements. Full production deployment typically lands inside 6–10 weeks, depending on integration complexity.
What does it cost?+
Engagements scale with scope. A focused discovery + pilot starts in the low five figures; multi-system enterprise builds run higher. We quote fixed scope after the discovery call — no open-ended retainers.
Who owns the code and the data?+
You do. Every system we ship is delivered with full source, documentation, and infrastructure you control. No vendor lock-in. No hostage situations.
How do you handle security and compliance?+
SOC2-aligned controls by default: PII redaction, prompt injection defenses, audit trails, role-based access. We can align with HIPAA, GDPR, ISO 27001 on request.
What if the AI hallucinates or fails?+
Every system ships with an evaluation harness and deterministic guardrails. We measure accuracy weekly and route uncertain outputs to humans automatically.
Do you replace our team?+
No. We free your team to focus on the work that genuinely needs human judgment. Everything mechanical, repeatable, or schema-driven becomes infrastructure.
Not sure where to start? A free consultation will tell you what's worth building — and what isn't.
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