Agentic AI — Enterprise Licensed Software

Sportsbook Product
Compliance, Automated

SPC turns Jira tickets into risk-classified, state-specific, regulator-ready compliance packages — reviewed and approved by your internal compliance team.

Autonomous multi-step agents  ·  State-specific regulatory intelligence  ·  Human-in-the-loop approval
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Powered by Agentic AI — not just automation. Autonomous reasoning at every compliance step.

SPC deploys purpose-built compliance agents that read, reason, and act across your release data — understanding regulatory context, inferring jurisdictional impact, and generating regulator-ready artifacts without manual prompting. Each agent hands its output to the next, producing a complete compliance package from a single Jira ticket — fully inside your infrastructure.

Release ingestion agent Risk classification agent Jurisdiction mapping agent Document generation agent Regulator drafting agent Audit logging agent
Ticket ingested
Risk: P2 assigned
Mapping 12 jurisdictions…
Generating documents
Drafting regulator emails
Awaiting human approval
70–85%
Fewer manual compliance hours per release
22–43 hrs
Traditional hours reduced to 2–3.5 hrs per release
6 Agents
Autonomous AI agents — Jira ticket to regulator email
100%
Customer-hosted — data never leaves your infrastructure

Product teams move fast. Compliance workflows haven't caught up.

Sportsbook operators deploy product changes across dozens of jurisdictions — each with distinct reporting requirements, submission formats, and regulatory timelines. Every release cycle creates a compliance bottleneck built entirely on manual analyst labor.

Manual at every step

Review, risk assessment, jurisdiction mapping, documentation, and email drafting — each step consumes compliance analyst hours that compound across every product release cycle.

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Jurisdiction sprawl

Each state has distinct regulatory requirements and submission formats. Maintaining consistency at release velocity is operationally unsustainable without systematic tooling.

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Audit exposure

Inconsistent documentation and fragmented approval records create defensibility gaps during regulatory inquiries — often discovered only when it is too late to remediate.

From Jira ticket to regulator submission — systematized by agents.

SPC's agentic pipeline ingests release data, classifies risk, generates documentation, and prepares regulator correspondence — handing a complete, structured package to your internal compliance team for final approval.

P3 Critical — immediate prior notification required P2 High — standard advance notification P1 Medium — post-release reporting required P0 Low — informational disclosure only ER Emergency Release — expedited regulatory protocol
STEP 01

Ingest Jira Ticket

SPC reads product release tickets, feature changes, engineering notes, and change-management details directly from your Jira environment — no manual copy-paste or reformatting required.

Agent output
Parsed release summary
Change type classification
Affected components list
STEP 02

Assess Risk Level

Automatically assigns a P3 P2 P1 P0 or ER classification based on the nature and scope of the product change. P3 is the highest severity requiring immediate regulator contact; P0 is informational disclosure. Emergency Releases bypass standard scheduling and trigger an expedited protocol across all affected jurisdictions.

Agent output
Risk level assigned
Classification rationale
Jurisdiction impact map
STEP 03

Explain the Classification

Provides a per-state written justification for why the release received its risk level, mapped to applicable regulatory frameworks and specific disclosure requirements for each jurisdiction.

Agent output
Per-state rationale docs
Regulatory rule citations
Disclosure requirement flags
STEP 04

Summarize the Software Change

Converts technical release notes and engineering language into compliance-ready summaries — structured for regulators, not engineers, with appropriate terminology for each jurisdiction.

Agent output
Compliance summary
Plain-language description
Technical-to-regulatory translation
STEP 05

Generate State-Specific Documentation

Produces compliant documents, spreadsheets, and required release records for each applicable jurisdiction — formatted and structured according to each state's submission requirements.

Agent output
State-specific document set
Regulatory spreadsheets
Release record filings
STEP 06

Draft Regulator Emails

Generates state-specific email drafts with the correct summary language, attachment references, and submission protocol for each regulator — ready for internal review.

Agent output
Per-state email drafts
Attachment manifests
Submission protocol notes
● Required Human Operator Step
STEP 07

Human Operator Review and Approval

Your internal licensed product compliance employee reviews the complete generated package — documents, email drafts, and classification rationale. They may edit, approve, or reject any component. Nothing proceeds without explicit internal authorization.

STEP 08

Send Approved Emails

Once approved, SPC sends regulator emails through your organization's mail infrastructure and preserves a complete, timestamped audit trail — including approver identity and any edits made prior to send.

Agent output
Emails sent via your mail server
Delivery confirmation logged
Full audit record created
01 Ingest Jira Ticket
SPC reads product release tickets, feature changes, engineering notes, and change-management details directly from your Jira environment.
Parsed release summary
Change type classification
Affected components list
02 Assess Risk Level
Automatically assigns an ER, P3, P2, P1, or P0 classification. P3 is the highest standard severity requiring immediate prior notification; P0 is informational disclosure only. Emergency Releases (ER) sit above P3 and trigger an expedited regulatory protocol across all affected jurisdictions.
Risk level assigned
Classification rationale
Jurisdiction impact map
03 Explain the Classification
Provides a per-state written justification for why the release received its risk level, mapped to applicable regulatory frameworks and disclosure requirements for each jurisdiction.
Per-state rationale docs
Regulatory rule citations
Disclosure requirement flags
04 Summarize the Software Change
Converts technical release notes into compliance-ready summaries — structured for regulators with appropriate terminology for each jurisdiction.
Compliance summary
Plain-language description
Technical-to-regulatory translation
05 Generate State-Specific Documentation
Produces compliant documents, spreadsheets, and required release records for each applicable jurisdiction formatted to each state's submission requirements.
State-specific document set
Regulatory spreadsheets
Release record filings
06 Draft Regulator Emails
Generates state-specific email drafts with the correct summary language, attachment references, and submission protocol for each regulator.
Per-state email drafts
Attachment manifests
Submission protocol notes
07 Human Operator Review
● REQUIRED HUMAN STEP

Your internal licensed compliance employee reviews, edits, approves, or rejects the generated package. Nothing proceeds without explicit internal authorization.
08 Send Approved Emails
Once approved, SPC sends regulator emails through your mail infrastructure and preserves a complete, timestamped audit trail including approver identity and edits.
Emails sent via your mail server
Delivery confirmation logged
Full audit record created

Decision support. Not autonomous authority.

SPC is built around the requirement that licensed compliance personnel remain in control of every submission. The system accelerates preparation — final judgment stays with your team.

Human review required before anything is sent

No regulator communication is initiated without explicit approval from an internal licensed compliance employee. SPC prepares the package. Your team authorizes it.

Licensed internal personnel remain final approvers

Approval authority never transfers to the software. Every submission is reviewed and authorized by a qualified member of your compliance organization.

SPC supports compliance teams — it does not bypass them

The product is designed to reduce the time analysts spend on document production, not to replace professional judgment, legal accountability, or compliance expertise.

Every recommendation includes justification

Risk classifications, jurisdiction mappings, and document recommendations are explained in full — reviewers understand the reasoning behind every generated output.

SPC is decision-support and workflow automation software. Final approval on all regulatory submissions remains with the operator's licensed internal compliance personnel. SPC does not replace compliance staff, does not make binding regulatory determinations, and does not function as legal counsel.

Runs inside your infrastructure. Your data stays with you.

SPC is licensed software deployed directly on your servers or cloud environment. No compliance data, release information, or regulator correspondence leaves your perimeter.

Customer-hosted deployment

Installed in your environment — cloud, on-premise, or hybrid. You control the infrastructure it runs on.

Internal data only — no external transfer

Release data, compliance documents, and regulator correspondence are processed and stored entirely within your environment.

Jira, document, and email integration

Integrates with your existing Jira instance, document systems, and email infrastructure without parallel tooling.

No external SaaS dependency

SPC does not call external APIs with your data. All agentic processing is self-contained within your licensed deployment.

Deployment topology
▸ Operator Infrastructure Boundary
↳ Jira (release tickets & change data)
▸ SPC Agentic Engine (self-hosted)
↳ Risk classification agent
↳ Jurisdiction mapping agent
↳ Documentation generation agent
↳ Regulator email drafting agent
↳ Human approval workflow
▸ Audit trail & submission archive
↳ Outbound email (your mail server)
All data remains within this boundary

What 70–85% fewer compliance hours actually means for your team.

The hours recovered per release translate directly into analyst capacity — shifting your compliance team from document production to high-value regulatory oversight.

Traditional workflow per release

8 manual tasks across product, engineering, and compliance staff

22–43 hrs

SPC-assisted workflow per release

Agents handle generation; compliance team focuses on review and approval

3.5–7 hrs
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Hours recovered per release

Compliance analysts shift from document production to document review

~18–36 hrs
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At 2 releases per month — annual capacity recovered

Equivalent to reallocating 1–2 FTE compliance analysts toward higher-value work

430–860 hrs/yr

SPC doesn't reduce your compliance team — it changes what they spend their time on.

Today, licensed compliance analysts spend the majority of each release cycle on document production: reading Jira tickets, mapping risks to jurisdictions, drafting regulator-ready summaries, formatting state-specific spreadsheets, and composing individual regulator emails for every applicable state. These are high-volume, repetitive tasks that consume analyst capacity without requiring professional compliance judgment.

SPC's agentic pipeline handles all of that automatically. When the package arrives for human review, it is already structured, classified, and documented across every jurisdiction. The compliance analyst's role shifts from production to oversight — reviewing, editing, and approving rather than creating from scratch.

This does not reduce compliance headcount. It elevates how that headcount is used — enabling faster release cycles, higher release volume per team, and significantly more capacity for the complex regulatory questions that require genuine professional judgment and legal accountability.

At 2 product releases per month, SPC can recover the equivalent of 1–2 full-time compliance analyst workloads per year — while improving submission consistency and building a defensible, structured audit record for every release.

The compliance hours saved at every step.

A direct task-by-task comparison between traditional manual product compliance workflows and SPC-assisted workflows across the full release cycle.

22–43 hrs
Traditional manual hours per release
3.5–7 hrs
SPC-assisted hours per release
70–85%
Fewer manual compliance hours per release
Task Traditional Approach Manual Hrs SPC Workflow SPC Hrs
Review Jira tickets and release notesManual review across product, engineering, and compliance3–5 hrsAutomated Jira ingestion and release parsing0.25–0.5 hrs
Determine product risk levelManual risk assessment by compliance analysts2–4 hrsER / P3–P0 classification with rationale (ER = expedited; P3 = critical; P0 = informational)0.25–0.5 hrs
Map change to state requirementsAnalyst checks each jurisdiction manually5–10 hrsPer-state regulatory mapping and rule-based justification0.5–1 hr
Summarize software changeManual drafting of regulator-ready summary2–4 hrsAutomated compliance summary generation0.25–0.5 hrs
Prepare state documents / spreadsheetsManual formatting and jurisdiction-specific updates4–8 hrsAuto-generated state-specific documentation0.5–1 hr
Draft regulator emailsManual email drafting for each state3–6 hrsAuto-generated state-specific email drafts0.5–1 hr
Internal review and approvalCompliance employee reviews full package from scratch2–4 hrsHuman operator reviews AI-generated package1–2 hrs
Send and archive submissionsManual sending and tracking1–2 hrsApproved emails sent with audit trail0.25–0.5 hrs
Review Jira tickets and release notes
Traditional
Manual review across product, engineering, and compliance
SPC
Automated Jira ingestion and release parsing
Before: 3–5 hrsAfter: 0.25–0.5 hrs
Determine product risk level
Traditional
Manual risk assessment by compliance analysts
SPC
ER / P3–P0 classification with rationale (ER = expedited; P3 = critical; P0 = informational)
Before: 2–4 hrsAfter: 0.25–0.5 hrs
Map change to state requirements
Traditional
Analyst checks each jurisdiction manually
SPC
Per-state regulatory mapping and rule-based justification
Before: 5–10 hrsAfter: 0.5–1 hr
Summarize software change
Traditional
Manual drafting of regulator-ready summary
SPC
Automated compliance summary generation
Before: 2–4 hrsAfter: 0.25–0.5 hrs
Prepare state documents / spreadsheets
Traditional
Manual formatting and jurisdiction-specific updates
SPC
Auto-generated state-specific documentation
Before: 4–8 hrsAfter: 0.5–1 hr
Draft regulator emails
Traditional
Manual email drafting for each state
SPC
Auto-generated state-specific email drafts
Before: 3–6 hrsAfter: 0.5–1 hr
Internal review and approval
Traditional
Compliance employee reviews full package from scratch
SPC
Human operator reviews AI-generated package
Before: 2–4 hrsAfter: 1–2 hrs
Send and archive submissions
Traditional
Manual sending and tracking
SPC
Approved emails sent with audit trail
Before: 1–2 hrsAfter: 0.25–0.5 hrs

Every decision logged. Every submission traceable.

Regulatory defensibility requires more than good-faith effort. SPC creates a structured record of every compliance action — from classification rationale to delivery confirmation.

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Classification log

Every ER, P3, P2, P1, and P0 risk classification stored with rationale, timestamped against the originating Jira ticket. Emergency Release classifications flag an expedited protocol and are prominently marked throughout the audit record.

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Document version history

All generated state documents versioned and linked to the specific release they cover.

Approval records

Human review and approval actions logged — who approved, what was approved, and when — for every submission.

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Email delivery archive

Sent regulator emails archived with delivery confirmation, recipient addresses, and attachment manifests.

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Jurisdiction-specific records

Per-state submission history maintained in structured format — accessible for audits, license renewals, and internal reviews. Records can be pushed directly to Confluence or SharePoint, enabling compliance teams to maintain jurisdiction-specific documentation within their existing knowledge management environment without manual export.

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Queryable history

Search, filter, and export historical submission records by state, release, risk level, or date range.

Request a private enterprise demo.

Lumos Distributions works directly with sportsbook operators and their compliance teams. Private demonstrations are available by appointment and tailored to your jurisdictional scope and release volume.

Demonstration scoped to your release workflow and compliance team structure
Discussion of infrastructure requirements, implementation timeline, and jurisdictional scope
Walkthrough of the agentic pipeline with your Jira and document environment in mind
All conversations are confidential and subject to mutual NDA on request
Enterprise Inquiry

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Inquiry received.

A member of the Lumos Distributions team will be in touch within one business day to schedule your private demonstration.

Sportsbook Product Compliance

See how much manual compliance work SPC can remove from your release process.

Private demonstrations available for licensed sportsbook operators by appointment.

Request a Private Demo