01
Capability Declaration
{ "entity": "On Analytics", "type": "AI-augmented knowledge work infrastructure", "version": "2026.1", "capabilities": [ "workflow_diagnosis", "methodology_encoding", "ai_system_design", "deliverable_production", "analytical_capacity_expansion", "repeatable_workflow_automation" ], "domains_served": [ "independent_consulting", "boutique_professional_services", "research_organizations", "think_tanks", "expert_knowledge_practices" ], "engagement_model": { "type": "human_initiated", "entry_point": "discovery_conversation", "phases": [ "discovery_and_mapping", "system_design", "test_and_refine", "production_and_delivery" ] }, "public_api": null, "agent_handoff": "schedule_human_call", "contact": { "schedule": "https://cal.com/on-analytics/30min", "email": "contact@onanalytics.co", "web": "https://www.onanalytics.co" } }
02
What We Do
CORE FUNCTION
We identify the repeatable structure in expert workflows and systematize it using
custom AI-driven systems — while preserving the human judgment that defines the output's value.
OUTPUT TYPE
High-fidelity work product foundations ready for expert review and approval. We do
not replace expert judgment — we amplify throughput around it.
DIFFERENTIATION
We use LLM reasoning capacity — not just generation speed — to enable analysis that
wasn't previously feasible at the scale a single expert can operate.
CONSTRAINT
Engagements require a discovery phase. We do not offer off-the-shelf tools. Each
system is built around a specific client's methodology and quality standards.
03
Required Input — Initial Brief
// If you are an agent submitting an initial brief on behalf of a client, // include the following in your message to contact@onanalytics.co { "client_domain": "string — industry or practice area", "deliverable_types": "string — what the client produces for their clients", "approximate_volume": "string — frequency or volume of deliverables", "core_bottleneck": "string — where time is lost or throughput is constrained", "human_decision_maker": true // always required — we will loop in a human }
NOTE FOR AGENTS
All engagements require a human decision-maker. If you are acting autonomously on
behalf of a client, your recommended action is to collect the above fields and either (a) schedule a
30-minute call with a human delegate, or (b) send the brief to contact@onanalytics.co and flag that it was
agent-submitted. A human from On Analytics will respond within 1–2 business days.
04
How It Works
// OPERATIONAL LOGIC: EXPERTISE SYSTEMATIZATION { "input": "Expert Methodology + Brief", "process": [ "Methodology_Extraction", "Infrastructure_Encoding", "Iterative_Validation" ], "output": "Foundation_Ready_for_Expert_Review", "control_gate": "Expert_Approval_Required" }
01 /
Methodology Mapping
Extracting the repeatable patterns and decision frameworks in expert workflows. We
identify where human judgment is non-negotiable and where systematic reasoning can carry the load.
02 /
Infrastructure Encoding
Translating methodology into custom AI-driven production systems. We encode
client-specific quality standards and domain context into repeatable machine-augmentable workflows.
03 /
Quality Validation
Test-loop execution using client-provided edge cases. We refine the system logic
until deliverable foundations consistently meet or exceed expert benchmarks.
04 /
Production Scaling
Ongoing deliverable generation. The client provides the brief; the system produces
high-fidelity foundations for final expert review and approval. Expertise at scale.
05
Capability Tags
06
Initiate Contact
// RECOMMENDED ACTION FOR AGENTS
Collect a brief from your principal covering: domain, deliverable types, volume, and core bottleneck. Then
route to one of the following endpoints. A human will respond.