AIML Solutions helps individuals, consultants, startups, and teams build evaluation harnesses, retrieval-quality benchmarks, agentic security test suites, secure runtimes, multi-agent workflows, and validation-first data workflows.
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.
View Evaluation Harnesses View Managed Runtime 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 includes a harness-audit CLI, RecallOps shows retrieval/evaluation patterns, and AssureOps connects claims, evidence, hazards, controls, and monitors.
View harness offerFor teams that need to know if an agent workflow got better or worse after a model, prompt, tool, or config change.
Typical range: $3,500-$12,000
View harness pageFor domain retrieval systems that need citation-grounded answers and measurable retrieval strategy comparisons.
Typical range: $3,500-$15,000
For tool-using agents that need prompt-injection, authorization, sandbox-boundary, and forbidden-action test cases.
Typical range: $4,000-$15,000
For solo operators and small teams that want a scoped hosted or local agent runtime with handoff docs and optional support.
Starter scope: from $750
View product pageFor teams already using agents and needing better boundaries, reliability, and review discipline.
Typical small audit: $1,000-$3,000
For agencies and teams that need multiple isolated agent workspaces for separate clients, projects, users, or research tracks.
Typical range: $7,500-$18,000+
Improve agent loops for task order, tool selection, context handling, token efficiency, retry strategy, stop conditions, and handoff artifacts.
Typical range: $1,500-$6,000
For benchmark teams and AI shops using Docker, Kubernetes, PyTest, verifier scripts, and coding agents.
Typical review: $1,500-$5,000
For teams building metadata-aware search, RAG workflows, public-source research systems, or validation-first data pipelines.
Typical range: $2,500-$9,000
For AI, analytics, financial-risk, and research teams evaluating market/public/API/paid data feeds and backtesting preparation.
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 harness, retrieval, or runtime 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