AIML Solutions helps individuals, consultants, startups, and teams deploy safer agent runtimes, add harness discipline, review evaluation environments, and validate data sources before scaling.
Pricing below is a planning guide for small, fixed-scope engagements. Same-week rescue calls and 48-hour audit starts are available when calendar permits. Final quotes depend on access requirements, urgency, documentation depth, security constraints, and whether the work is audit-only or implementation.
Request Scope CallFor broken or unstable OpenClaw, OpenCode, NemoClaw, Docker, VPS, Mac mini, or agent workflow setups.
Typical range: $150-$250
Use this when the issue is concrete: gateway/process confusion, disk/log growth, workspace boundaries, container trouble, failed setup, unclear restart path, or agent-tool behavior that needs triage.
Request Rescue CallProspects can review public-safe examples before booking. Client-specific findings, account details, credentials, and private paths are never published.
A sanitized example of the ranked findings, approval gates, and remediation style used in a MultiClaw OS runtime audit.
View sample auditA public-safe architecture case study showing how a small multi-agent runtime can be organized with role boundaries, task board discipline, and incident learning.
View case studyAgentTools now includes a harness-audit CLI, IntelliClaw includes an offline fixture pipeline, and CloudInfra includes a local validation entry point.
View harness CLIFor solo operators and small teams that want a scoped hosted or local agent runtime.
Starter scope: from $750
For teams already using agents and needing better boundaries, reliability, and review discipline.
Typical small audit: $1,000-$3,000
Turn 1-3 recurring agent tasks into auditable workflows with templates and verification discipline.
Typical sprint: $2,500-$7,500
For benchmark teams and AI shops using Docker, Kubernetes, PyTest, verifier scripts, and coding agents.
Typical review: $1,500-$5,000
For AI, fintech, crypto, analytics, and research teams evaluating public/API/paid data feeds.
Typical audit: $1,500-$6,000
Optional support after a rollout, audit, or sprint for teams that want ongoing help without hiring full-time.
Quoted by scope
Available for fixed-scope projects, hourly consulting, contract roles, technical review, and agentic AI/data/cloud engineering engagements.
Hourly consulting generally starts in the $85-$125/hr range. Specialized agent/runtime/evaluation work may quote higher depending on scope, urgency, security requirements, and implementation depth.
If you are unsure where to start, request a small runtime or harness audit first. It creates a clear scope, reduces risk, and can convert into implementation only if the findings justify it.
dennis.donaghy@aiml-solutions.com