Pillar · Reliability
Agent Reliability Sprint
Attest Dojo · Paul Sully — AIpreneur
Osaka, Japan · worldwide by email · invoice in JPY · bank / Square / NOWPayments crypto (Attest services) · tax included
Companies spend on AI and often get little EBIT (operating profit) from it. This sprint sells workflow EBIT: measurable results on one agent workflow, not Big4 theater and not a fake “Client A raised EBIT 3%.”
- 2 weeks once access + 5 cases locked
- ¥300,000 to ¥600,000, tax included (approx. US$1,900 to US$3,800)
- 50% deposit · 50% on delivery
The 2-week clock starts once access and 5 eval cases are locked, not from the first email. One workflow. Not a rebuild, not multi-system IT, not open-ended accompaniment.
Workflow EBIT
Results you can re-run. Not adoption theater.
Attest, don’t assert. For Sprint, “results” means the same five locked cases move from fail to pass, a behavioral checklist is installed, and an Evidence Pack leaves a trail a boss or auditor can open. House dogfood lives on /proof/. Optional second examples are labeled Illustrative only. Not a client.
- Before · five cases fail under a locked rubric (quiet failures count)
- Install · checklist in prompts / rules for that one workflow
- After · same five cases pass; handoff says what not to automate yet
The problem
Tried AI. Still cannot trust the agent.
Most teams have tried AI tools. Fewer can say, with evidence, that an agent will do the same job the same way tomorrow. Silent mistakes, skipped checks, and “it worked once” demos do not survive real work, and they do not show up as operating profit.
Adoption climbed. Trust did not. Pew Research, cited in TechCrunch on August 19, 2026, found 52% of Americans more concerned than excited about AI in daily life, up from 37% in 2021. Chatbots spread. Concern spread faster. The gap is trust and felt upside, not whether people have heard of AI.
This sprint answers that gap with work you can stand behind: one workflow, a behavioral checklist, and five locked cases scored before and after. Not a dashboard that looks busy. Evidence you can rerun tomorrow.
What you get
Four deliverables in two weeks.
- Workflow map of one critical process you care about
- Behavioral checklist installed in your prompts / rules
- 5-case eval run with before / after scores
- Handoff doc: what to monitor, what not to automate yet
- Evidence Pack (optional add-on shape): locked cases, autonomy map, intent→result trail in one folder
Proof
House sample: five cases before / after.
We dogfooded the Evidence Pack on a real production agent: scan Rejected marketplace drafts, fix only known patterns, Re-Request review, leave a re-readable log. Unknowns stop for a human. Identifiers are redacted. The public page leads with the scoreboard, plus an optional second example labeled Illustrative only. Not a client.
What this is not
Clear boundaries.
- Custom model training
- A rebuild of your agent or product
- Multi-system IT work
- Open-ended accompaniment
- 24/7 ops retainer
- A slide deck with no working setup
- Access to unrelated private case systems
Who it is for
Teams that already use AI coding tools.
Agencies, SMB tech teams, and compliance-minded shops that need fewer silent failures.
Price
Fixed sprint, scoped by email.
¥300,000 to ¥600,000, tax included for the 2-week sprint (approx. US$1,900 to US$3,800; invoices are in JPY, converted at your bank or card issuer's rate). The lower rate is a first-case pilot price, only when you allow an anonymized write-up: no company name, no client names, no case data, just the method and the before/after scores.
Payment: 50% deposit to start, 50% on delivery. Method mix: email invoice, Square per-client invoice, bank transfer, or NOWPayments crypto (Attest Dojo services account; multi-coin when links are live). Japan domestic: tax included (消費税 10% inside). Overseas: JPY invoice without JP 消費税 (export).
How it starts
Three steps. No sales funnel.
- Email staff.sprint@attestdojo.com with one workflow you want fixed
- We agree scope and price by email
- If it fits, invoice for the deposit; the 2-week clock starts once access and 5 cases are locked
Payment
Invoice by email after we agree.
Email to start. After we agree scope and price by email, pay the 50% start fee by the method you choose: email invoice, Square per-client invoice, bank transfer, or crypto via NOWPayments. Final 50% is collected the same way on delivery. Crypto checkout is for Attest Dojo services (this Sprint), not CyberKaze LIVE subscription.
Japan domestic: quoted fees are tax included (税込) with consumption tax 10% inside the JPY amount. Overseas: invoiced in JPY without JP 消費税, marked as export / overseas supply. Served worldwide by email and remote access. Your bank or card issuer converts at payment time. Tax treatment is a working ops rule (confirm with your accountant).
After we agree the deposit by email, pay that amount: Square open checkout (you enter JPY), bank, or crypto invoice. Band reference ¥300,000–¥600,000 税込; you enter the agreed figure, not a locked SKU.
Square open-amount checkout (Attest Dojo account, Attest logo) appears here once the Payment Link is published. Until then, email for a Square or bank invoice. Fixed ¥150k/¥300k shortcuts stay off while checkout still shows CyberKaze branding.
Crypto uses a separate Attest Dojo NOWPayments merchant (Attest logo; same USDC Polygon settlement wallet as CyberKaze). Phase 0: email for a one-off invoice at the agreed amount. Not CyberKaze LIVE pack checkout.
About
Paul Sully · AIpreneur · Attest Dojo 代表 / エージェント信頼性コンサルタント
Evidence-grade AI work you can stand behind: agents that behave, research that holds up. Osaka. Systems that run, not demos that impress.