Services
Data & integrity engineering for prediction markets.
Prediction-market data you can check. Jenkins & Jones builds and audits the data behind prediction markets: recorders and archives, data-quality and integrity checks, live dashboards, and agent-run research labs. Nothing here is trading advice, and we do not sell trade recommendations.
Calls are 20 minutes, by phone or Google Meet.
Start with an audit
Data & Integrity Audit
We take one of your data pipelines (a recorder, a historical dataset, a dashboard feed or a backtest) and check whether it tells the truth.
- Coverage and gaps. Every missing stretch, with its start, end and likely cause, written up as a gap register you keep.
- Timestamps. Venue time against receive time, clock drift, and late or out-of-order messages.
- Prices. The prices you store or show against the order book you could actually have traded at that moment, including stale quotes and thin depth.
- Settlement. Your recorded outcomes against the official settlement source, round by round.
- Backtest hygiene, if you run one. Look-ahead, survivorship, fill and fee assumptions, and how many variants were tried before the one that was kept.
What you get
- A written report, findings ranked by impact, with the evidence for each one (queries and file references your team can rerun)
- The gap register
- A fix list in priority order, with a rough effort for each item
- A 60-minute readout call
What we need from you
- Read-only access or an export (an export is enough)
- A short description of the pipeline
- One technical contact
- We are happy to sign your NDA
Terms
- Pay in full at the start, or a $1,250 deposit to start and $1,250 when the report is delivered
- Fixed fee, no change orders. If we cannot start within 10 business days of receiving data access, the deposit is refunded in full
- We delete your data within 30 days of delivery unless you ask us to keep it. The report is yours to keep
For venues
Settlement-Integrity Review
from $15,000Four weeks. Your settlement-window data under NDA. Stale feeds, basis moves, order-book stress in the last 60 seconds, resolved-without-price cases, clock drift. A written report you can show a regulator, with every finding reproducible from your own data.
Quoted after a scoping call; the payment link is created with the quote.
After the audit
Builds and retainers
Fixed-price builds
$5,000–$25,000- Recorders and archives: compressed daily files, checksums, daily timestamp proofs and a gap register
- Live dashboards and monitors that alert when data stops flowing, not only when a server stops answering
- Integrity checks: behaviour around settlement windows, stale quotes, unusual flow
- Agent-run research labs: scheduled agents that run the tests, check their own output, repair what breaks and keep a log a person signs off
Written scope first. Fixed price, no change orders.
Monitoring retainer
from $3,000/mo- Feed-health and gap-register monitoring on your data, checked every few minutes, alerting on data, not uptime
- Settlement-window checks on every round, with a monthly integrity report
- Response by the next business day; urgent findings the same day
- Month to month, 30 days’ notice to cancel
Studio Retainer
$2,000/mo- We run and maintain what we built
- Up to 8 hours of changes a month
- A monthly data-quality report
- Response by the next business day
- Month to month, 30 days’ notice to cancel
Fit
Who it is for
- Analytics startups and data vendors that cover prediction markets
- Brokers and fintech apps adding event contracts
- Smaller venues that want an outside check on their own data
- Funds and prop desks entering event contracts
- University and independent groups that study market microstructure
What we do not do
- No trading advice and no trade recommendations
- We do not manage money or place trades for anyone
- We do not redistribute venue data without a licence. Where a venue’s terms limit redistribution, we work on your own data or data you are licensed to use
- We publish findings about a client only with its written consent
Why us
- We run this stack on our own research every day. Our recorders have captured order books, trades and reference prices from US event-contract venues around the clock since October 26, 2026. See the integrity log.
- We have tested 5,192 strategy variants against one multiple-testing bar, and we wrote up what failed in full.
- Our research stack is run by agents that check and repair their own pipelines, with a person approving changes. We build the same thing for clients.
- Jenkins & Jones is run by Zion Boggan, a CompTIA Security+ and Microsoft SC-200 certified security analyst. Audit trails and access control are part of the build, not an add-on.
Already agreed the scope?
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