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FORESYN
Sign inScope a pilot

Release good payouts in days, not weeks.

Foresyn assembles the merchant-payout-review packet, so reviewers decide without the tab tour.

● BUILT BY EX-STRIPE RISK + APPLIED ML
READ-ONLY ON HISTORICAL · 1-PAGE DPA
The delta

Good funds get trapped in review. ~6 minutes per case becomes ~1 minute.

Same reviewer. Same final decision. The packet does the context work, the human approves — and everything uncertain is flagged, not hidden.

How it works

One held payout, one packet.

  1. 1
    Read your queue

    Read-only on KYB, ledger, disputes, sponsor bank, policy, case system.

  2. 2
    Assemble the packet

    Evidence, what's missing, similar cases, a draft recommendation.

  3. 3
    Reviewer decides

    Your team approves, edits, or overrides — we never write to production.

  4. 4
    Corrections compound

    Every edit feeds a queue-specific eval set, so the next packet sharpens.

Payout hold

Acme Goods

$42.8kheld 3 days
Release with rolling reserveVolume spike is explainable; KYB and dispute history are clean. Verify bank-account change before final release.
EvidenceKYB clean. 14 prior payouts, 0 reversals. Dispute rate 0.2%.
Still missingBank-account-change verification pending.
Illustrative packet · names + numbers fabricated
Where Foresyn fits

On top of your stack. Not in place of it.

We don’t replace Sardine, Unit21, Alloy, Middesk, Chainalysis, or your case system. They become evidence sources. We prepare the packet, and the human posts the approved update back.

FORESYNassembles↓ ONE PACKET PER CASE
KYB / KYC
Persona · Alloy · Middesk
Risk / AML
Sardine · Unit21 · Bretton
KYT
Chainalysis · TRM · Elliptic
Ledger / case
Stripe · Adyen · Snowflake
One reviewable packet
Release
Hold
Reserve
Escalate
● HUMAN-APPROVED · FLAGGED, NOT HIDDEN
Merchant payout reviewrelease packet

payout hold time · backlog age · false-positive holds

Dispute representmentresponse packet

evidence completeness · win rate · time to file

Rolling reserve recalculationreserve packet

reserve coverage · release schedule · sponsor reporting

Payment exceptionsnext-action packet

aged exceptions · failed-payment SLA · customer impact

KYB exceptionsapproval packet

manual-review rate · time to approve · missing docs

Sponsor-bank evidenceresponse packet

request turnaround · evidence completeness

For your engineering team →
Integration shape

Webhook or polling into your case system, JSON packet out. Pilot reads from a read-replica or a one-shot CSV; production adds a webhook back to your reviewer queue.

Latency

Packet ready in <60s p95 from case open. Cached evidence cuts repeat-case latency to <5s.

Source-row citations

Every claim links to the underlying record id (KYB attestation, dispute, ledger entry, similar case). Audit any line in two clicks; replay any decision.

Model substrate

Frontier LLMs with a queue-specific eval harness. We pin models per queue and run regression evals on every prompt change. Reviewer corrections compound into the next packet.

You could build this

Who do you want called at 4 AM when it fails?

Frontier agents make internal building more possible. The real question for Risk Ops is whether your team should own the context plumbing, review process, monitoring, and on-call for every workflow — or have someone with a single name on it.

Your engineers stay on their roadmap. We handle the eval harness, queue tuning, and model regression — the work that doesn’t show up in your engineering OKRs.

Foresyn owns
  • Context plumbing from your existing risk stack
  • Packet structure, evidence quality, and the draft note
  • Reviewer eval set that compounds from every correction
  • Compliance posture, audit trail, named accountable party
  • The 4 AM pager when something stops working
Let’s scope it

Tell me about your queue.

Pilot shape, timing, and price are scoped per queue on a 20-min call — not pre-packaged. Read-only on your historical cases first; nothing touches production until you say so.

CALENDAR OPENS NEXT · 20-MIN CALL WITHIN 48H · 1-PAGE DPA READY

Bring us one queue.
We’ll prepare the packets.

CALENDAR OPENS NEXT · 20-MIN CALL WITHIN 48H · 1-PAGE DPA READY

NOT A HEAD OF RISK OPS? STILL WORTH A CHAT.