RADLAB LLC Rule: Self-Host Bourdon Before You Resell It to Any Client
Should an agency adopt Bourdon as internal agent infrastructure, or position it as a client-facing product? Adopt Bourdon as internal delivery infrastructure first, prove cross-agent recall on one client fleet, and only then decide whether to resell it.
By InnovaAI ResearchPublished
“Should an agency adopt Bourdon as internal agent infrastructure, or position it as a client-facing product?”
Adopt Bourdon as internal delivery infrastructure first, prove cross-agent recall on one client fleet, and only then decide whether to resell it.
Agencies put Bourdon on a client invoice as a standalone memory product before validating that a second agent actually recognizes the first agent's writes, then discover the client expected a finished application rather than a federation layer the agency still has to operate.
Bourdon's own positioning is infrastructure for scaling multi-agent deployments, not a client-facing tool, and the Hosted Managed plan at $12 USD per seat per month keeps a small internal fleet cheap to trial. The recognition-first architecture is the differentiator worth testing: a fact written by one agent should be recognized by another without a latency delay, and that is verifiable inside a single client workflow before any retainer conversation. Enterprise requirements (SSO/SAML, BYOC and BYOK, HIPAA BAA, long audit-retention windows) sit behind a contact-sales quote, so agencies selling into regulated clients cannot price the deal from the public tiers alone.
- •The agency runs three or more AI coding agents (Claude Code, Codex, Cursor, Copilot, Devin, Gemini) across separate accounts or machines and loses context between them
- •At least one technical client already operates its own agent fleet and asks why facts learned in one session vanish in the next
- •The delivery team can absorb a medium-complexity setup measured in days, including MCP configuration and adapter installation
- •The agency needs per-agent tokens and trust tiers to control which agents read or write shared memory
- •A client contract requires SSO/SAML, BYOC/BYOK, or HIPAA BAA, which pushes the deal to the Enterprise tier quoted on contact
More on RADLAB LLC
- StrategyWhy RADLAB LLC Bourdon Turns Agent Fleets Into Retainer Infrastructure
- ConceptRADLAB LLC Seat Economics Threshold
- Decision FrameworkRADLAB LLC: Buy vs Skip (Multi-Agent Memory Federation)
- Failure PatternThe RADLAB LLC Flat Trust Tier Trap: Why Agencies Fail With Bourdon in Multi-Client Agent Fleets
- Implementation BlueprintRADLAB LLC Multi-Agent Memory Federation Rollout (7-10 days)
- Operating ProcedureRADLAB LLC Agent Fleet Memory Federation Rollout (Onboarding)