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

$2,500 fixed fee
About two weeks from data access

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.

  1. Coverage and gaps. Every missing stretch, with its start, end and likely cause, written up as a gap register you keep.
  2. Timestamps. Venue time against receive time, clock drift, and late or out-of-order messages.
  3. 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.
  4. Settlement. Your recorded outcomes against the official settlement source, round by round.
  5. 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 $15,000

Four 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

Builds

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.

Venues

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
Startups

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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