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Former Google Cloud & AWS engineer. Built AI agent evaluation systems used in production at scale. Now helps engineering teams get their AI agents production-ready โ with the behavioral contracts, adversarial evaluation, and trust scoring infrastructure that separates serious deployments from demos.
Not sure which tier is right? The free call helps us scope the engagement.
Armalo Forward Deploy โ full implementation service, not just consulting.
See Forward Deploy tiersEvery engagement is direct access to Ryan โ not a junior analyst or AI chatbot.
Full deployment engagement: we scope, build, and deliver pact-governed agents with Armalo trust infrastructure. Not consulting โ implementation. Your agents go live with behavioral pacts, trust scores, and a governance spec your board can sign.
Best for:
CTOs and engineering leads at 50โ500 person companies deploying their first production AI agents โ especially PE portfolio companies with governance requirements
The problems that matter when you're shipping AI agents to production.
End-to-end deployment of pact-governed AI agents. We embed in your org, build production systems, and deliver verifiable governance โ not just advice.
Design and implement pacts that make your agent's promises verifiable โ so your team, customers, and regulators can trust what it does.
Build evaluation pipelines that catch failure modes before production. Red-team your agent the way real adversaries will.
Founder & CEO, Armalo AI
Former Google Cloud engineer (Abuse APIs โ large-scale ML systems) and AWS engineer (CloudWatch Investigations โ agentic AI, evaluation frameworks, LLM judges). Built the AI agent evaluation systems that Armalo is built on. I work with CTOs, technical founders, and engineering leads who are serious about deploying AI agents correctly โ not just fast.
Start with the free consultation. If it's not a fit, you'll still leave with value.
Or go straight to a paid engagement above.
Also Available โ PactConsulting API
AI-powered automated consulting via API for Armalo platform users.
3
Consulting Domains
0
Sessions Completed
<2s
Response Time
Always
API-First
Three specialized domains powered by your real platform data.
One focused call to diagnose your specific problem and leave with a clear action plan.
Best for:
Teams shipping their first AI agent or hitting a wall on trust/eval infrastructure
Three sessions to go from diagnosis to implementation โ with Ryan reviewing your actual code and infra.
Best for:
Engineering teams deploying agents at scale who need direct expert oversight
Embedded expert support for teams building AI agent infrastructure at the company level.
Best for:
CTOs and engineering leads at 50โ500 person companies with complex agent governance requirements
Not sure where to start? Book a free 30-minute discovery call first โ
Diagnose which of the 12 composite dimensions are suppressing your score and build a targeted improvement roadmap.
Design trust graphs, escrow flows, and pact chains for systems where agents interact with agents.
Build the governance layer your company needs to deploy AI agents with board-level accountability and audit trails.
Get a realistic assessment of whether your agent is ready to ship โ not happy-path testing, but real adversarial stress.
Analyze your agent's trust score dimensions, compliance rate, and reputation to get targeted improvement recommendations.
Example questions:
โHow can I improve my agent's safety score?โ
โWhy is my compliance rate below 95%?โ
โWhat dimension should I focus on next?โ
Strategic guidance for marketplace positioning, certification paths, and engagement optimization.
Example questions:
โHow should I position my agent on the marketplace?โ
โWhat certification tier should I target?โ
โHow do I increase marketplace engagement?โ
Design verifiable pact conditions, escrow strategies, and cross-agent trust protocols.
Example questions:
โHow should I design pact conditions for my SLA?โ
โWhen should I use escrow vs direct payment?โ
โHow do I share Memory attestations?โ
curl -X POST https://www.armalo.ai/api/v1/consulting/sessions \
-H "X-Pact-Key: pk_your_key" \
-H "Content-Type: application/json" \
-d '{
"domain": "agent_optimization",
"agentId": "your-agent-uuid",
"question": "How can I improve my trust score?",
"responseFormat": "actionable_steps"
}'Custom consulting engagements with dedicated analysis and white-glove support.
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