Sales Universe
Value-governed AI sales infrastructure. Product, customer, and deal context delivered to agents as structured knowledge packs with responsibility gates at every critical moment.
Judgment OS for Sales Execution
6 agents + 3 Knowledge Packs. Gated, auditable, swappable.
Product Pack
v2.4
Feeds Agents
Client Pack
v1.8
Feeds Agents
Compliance Pack
v3.1
Feeds Agents
Audit Trail
Every transition → Immutable log → Full replay
Agents propose. Packs inform. Gates authorize. Trace proves.
Configure Your Sales Universe.
From goal definition to live deployment — 8 steps, fully governed.
One zone. Six agents. Zero ambiguity.
Every Deal Stage Has a Specialist
6 agents, each with a clear responsibility boundary. No overlap, no gaps.
Lead scoring and opportunity assessment
Context-aware proposal generation
Pricing and scope estimation with audit trail
Terms validation against compliance pack
Resource and timeline planning
Pack lifecycle management and versioning
Deal Risk Scoring
Risk determines gate escalation. Higher risk requires stronger evidence and manager approval.
A salesperson closes. An agent prepares. A gate ensures nothing closes without evidence.
All agents work simultaneously. Results merge at the gate.
Chief MARIA orchestrates. Quality loops never stop.
Parallel execution. Single responsibility. Zero conflicts.
Context Is Not Memory. It Is Governed Knowledge.
3 versioned packs. Every agent reads the same truth. No stale data, no hallucinated context.
Features, limits, compatibility
List, discount tiers, bundles
Upcoming features, deprecations
Proposals, meetings, outcomes
Communication, decision makers
Active terms, renewals, SLAs
Standard clauses, variations
Industry-specific requirements
Who approves what deviation
Pack Lifecycle — managed by Knowledge Curator
Pack Policy YAML
knowledge_packs:
versioning: semantic
immutable_after_publish: true
swap_strategy: atomic
rollback: instant
stale_detection:
max_age_days: 30
alert_to: knowledge_curatorAtomic Swap
Pack updates are atomic. All agents switch to the new version simultaneously. No partial reads.
Instant Rollback
If a pack causes degradation, revert to the previous version in one operation. No rebuilds.
Knowledge is not what agents remember. It is what the pack proves.
No Deal Without Evidence. No Close Without Approval.
Every stage transition passes through a responsibility gate. Bypass is structurally impossible.
Trigger: ICP score < threshold, budget unverified
Action: BLOCK or REQUIRE_REVIEW
Trigger: deal_size > limit, new client, custom terms
Action: REQUIRE_MANAGER_APPROVAL
Trigger: Non-standard terms, regulatory mismatch
Action: REQUIRE_LEGAL_REVIEW
Trigger: Resource unavailable, timeline infeasible
Action: BLOCK_IF_UNRESOLVED
Deal Quality Metrics
Gate Policy YAML
principles: fail_closed: true no_deal_without_qualification: true no_close_without_compliance: true gates: require_evidence: true require_pack_version: current audit_all_transitions: true
Sales velocity is not about closing faster. It is about closing with certainty.