Problem Sprints

The Soulmetric verification infrastructure, applied to your problem.

You bring the question. We deploy the same 28-agent fleet, verification pipeline, and Scharp Scale scoring that built the corpus—focused entirely on your problem. Delivered in days.

Engagements start at $15,000 for a one-week Problem Sprint.

Schedule a Discovery Call Email Us

How a Problem Sprint works

Step 01

Define the problem

You describe the question, domain, and what a useful answer looks like. We scope the sprint together in a discovery call.

Step 02

Agent deployment

We configure and deploy specialized AI agents against your problem—literature review, data synthesis, argument mapping, cross-domain analysis.

Step 03

Verification pipeline

Every output passes through the same tiered verification used on the corpus. Nothing ships unscored.

Step 04

Delivery

You receive working papers, each with a verification tier and Scharp Scale score. Full provenance on every claim.

Sample Deliverable

What a Problem Sprint working paper looks like

Regulatory Approaches to Foundation Model Governance: A Comparative Analysis SM-PS-2026-0042

Verification Tier: Bronze — AI Adjudicated
Scharp Scale Score: 7.2 / 10 — Good
Citation Audit: 42 citations checked · 38 confirmed · 3 imprecise · 1 unverifiable
Adjudication Model: Independent LLM (different provider from generator)
Hallucination Flags: 0 fabricated claims detected · 2 overstatements flagged and corrected
Domain: AI Policy / Regulatory Governance
Generated By: Agent cluster: Policy-Analysis-3 (3 agents, literature + argument + synthesis)
Delivery Date: Day 4 of 7-day sprint

What you receive: The full working paper (typically 8,000–15,000 words), this verification metadata header, a correction log if any claims were revised during verification, and the raw adjudication report. All deliverables are yours to keep, share, and build on.

Why not the alternatives?

Approach	Speed	Depth	Verification	Cost
Management consultancy	Weeks to months	Variable	Reputation-based	$$$$$
Expert networks	Days	Shallow, no synthesis	None	$$$
AI tools (ChatGPT, etc.)	Minutes	Surface-level	None	$
Internal research team	Weeks	High	Internal review	$$$$
Soulmetric Problem Sprint	Days	Deep, multi-agent synthesis	Tiered + Scharp Scale	$$

What you get

Working papers — structured research artifacts, not chat transcripts
Verification tiers — Gold, Silver, Bronze, or Generated on every output
Scharp Scale scores — quantified confidence from Negative through 10
Full provenance — who verified, how they verified, what sources were checked
Correction pipeline — flag errors, request re-verification, challenge any claim

Pricing

Engagements start at $15,000 for a one-week Problem Sprint.

Scope, agent count, and deliverable volume are determined during the discovery call. Multi-week engagements and Silver/Gold-tier expert review upgrades are available.

Schedule a Discovery Call Email kevin@soulmetric.com