From Architecture to Running Systems in 8 Weeks
Working systems in production. Not a prototype engagement.
The Agent Architecture Build takes the priorities identified in your audit and turns them into production systems. Autonomous workflows, tested integrations, documented architecture, trained team. We build with your existing stack wherever possible. No rip-and-replace. No new platforms to learn. Your tools, architected properly.
Every Build Ships With
Not just automations. A complete system with documentation, monitoring, training, and post-launch support. You own everything.
Custom Agent Architecture
Agent topology designed for your specific operations. Which agents exist, what each handles, how they route work, and where humans decide.
Production-Deployed Automations
Working systems in your environment, handling real data. Not a staging demo. Production infrastructure your team relies on.
Integration Layer
Connections to your existing CRM, enrichment tools, analytics, and communication platforms. Entry and exit validators on every data flow.
Architecture Decision Records
Every design choice documented: the problem, options considered, decision made, rationale, and risks. Your team can reason about the system after we leave.
Agent Runbooks
What each agent does, its inputs and outputs, failure behavior, and monitoring. Written so anyone on your team can troubleshoot without calling us.
Monitoring + Alerting
Dashboards showing what every agent did, what it cost, and whether it worked. Alerts for error rates, latency spikes, and unexpected patterns.
Team Training Session
A 90-minute hands-on session with your team. They learn how the system works, how to extend it, and when to escalate.
30-Day Post-Launch Support
We stay available for 30 days after go-live. Bug fixes, tuning, and questions. Your team is never left alone on day one.
Humans at the Judgment Points. Agents Everywhere Else.
Every process we build is classified on the autonomy gradient. The goal is to push everything as far toward autonomous as possible, reserving human involvement for genuine judgment calls.
Most "AI tools" stop at Assisted. We target Autonomous and Invisible for operations.
Architecture to Production
Every build follows the same disciplined process. Quality gates at every stage. No shortcuts to production.
Architecture Design
Week 1We translate audit findings (or a fresh scoping session) into a concrete architecture. Agent topology, data flows, governance rules, and human checkpoints.
- Architecture Decision Record (ADR) drafted
- Agent topology diagram (Mermaid)
- Five Questions quality gate passed
- Client sign-off on architecture before build starts
Component Build
Weeks 2-4Each agent component is built against a validation spec. Entry validators, exit validators, and automated tests for every acceptance criterion. No component moves to integration without passing.
- Validation spec written before each component
- Quality Agent checks for hardcoded values and missing error handling
- New patterns documented for future reuse
- Weekly progress syncs with your team
Integration + Staging
Weeks 4-6Components wired together. End-to-end testing with production-like data. Performance profiling. Failure scenarios tested explicitly. Staging deployment for your team to validate.
- End-to-end test suite with realistic data
- Failure scenario testing (downtime, bad data, rate limits)
- Idempotency verification
- Staging walkthrough recorded for your team
Production + Handoff
Weeks 6-8Production deployment with runbook. 24-hour post-deploy monitoring. Documentation package delivered. Training session with your team. 30-day support period begins.
- Deployment runbook with numbered steps
- Production smoke tests immediately after deploy
- Full documentation package handed off
- 90-minute team training session
Non-Negotiable Standards
What We Build With
We are vendor-neutral. Architecture decisions come first. Tool selection comes second. These are the platforms we work with most frequently.
Build Questions
Ready to Build?
Most builds begin as audit upsells. If you have already completed the audit, you have the architecture. Let us build it. If not, start with the diagnostic.