The Best Path To Resolve Every Case

Operational work is messy, exception-heavy, and spread across channels and systems. Interloom is a case-resolution system — it brings the right agents, experts, and technologies to each process and keeps every case moving until it is resolved.

Orchestrate Agents, Experts, And Integrations

Most platforms optimize for one layer: deploying AI workers, building enterprise data models, or automating customer conversations. Interloom sits in the middle — routing each case to the best combination of worker, tool, and human judgment.

Not another AI worker fleet

Autonomous agents are one worker type. Interloom routes each case to agents, experts, or integrations based on what actually resolved similar work before.

Not an enterprise ontology project

You do not need a multi-year data model to start. Interloom learns from live case outcomes and builds operational context as work gets resolved.

Not a contact-center-only platform

Voice and chat matter, but operations run across email, ticketing, ERP, and field teams. Interloom orchestrates the full resolution path, not just the conversation.

Use Cases Across Regulated Operations

Explore how Interloom resolves work in insurance, logistics, banking, IT, energy, and facilities — with the agents, experts, and integrations each process needs.

Insurance

Claims Resolution

Claims arrive across email, portals, and phone with incomplete packages. Teams chase documents, re-read policy language, and re-decide the same edge cases.

Orchestration on this case
Agent
Intake agent
Classifies loss type, extracts fields, and requests missing evidence.
Integration
Policy system
Pulls coverage limits, endorsements, and prior claim history.
Expert
Senior adjuster
Reviews fraud signals and complex liability with full case context.

MemoryRank surfaces precedent from similar claims, so the next water-damage or subrogation case follows a proven path instead of starting from scratch.

Logistics

Freight & Delivery Coordination

Appointment scheduling, carrier follow-up, and exception handling consume capacity. Dashboards show what is late — nobody has time to close every loop.

Orchestration on this case
Agent
Dispatch agent
Calls carriers, confirms delivery windows, and logs status in the TMS.
Integration
TMS / WMS
Reads load data, writes appointments, and flags customs holds.
Expert
Operations lead
Handles rate disputes and multi-stop exceptions with escalation context.

Each shipment case keeps moving until resolved — agents handle volume, experts own exceptions, integrations stay in sync.

Banking

Compliance & Transaction Cases

KYC reviews, wire approvals, and fraud alerts mix deterministic rules with judgment calls. One wrong routing path costs time or creates regulatory risk.

Orchestration on this case
Agent
Screening agent
Runs sanctions checks and packages evidence for review.
Integration
Core banking
Validates account status, limits, and transaction history.
Expert
Compliance analyst
Signs off on flagged cases with audit trail attached.

Interloom orchestrates the compliance path — cheap automation for clear matches, human sign-off where policy demands it.

ITSM

Service Desk Resolution

Tickets pile up across access requests, outages, and change approvals. L1 teams repeat the same lookups while specialists lack context on handoffs.

Orchestration on this case
Agent
Triage agent
Classifies tickets, runs playbooks, and resolves routine requests.
Integration
IdP & CMDB
Provisions access and checks configuration state.
Expert
Platform engineer
Takes complex incidents with full activity history attached.

Every ticket is a case with a resolution path — agents clear the backlog, experts get cases that actually need them.

Energy

Billing & Outage Cases

Meter faults, billing disputes, and outage reports mix customer communication with field coordination. Context scatters across CRM, billing, and dispatch.

Orchestration on this case
Agent
Customer agent
Handles intake across voice, chat, and email with policy guardrails.
Integration
Billing & SCADA
Pulls meter reads, tariff data, and grid status.
Expert
Field coordinator
Dispatches crews on complex outages with customer context attached.

One case thread from customer report to field resolution — no dropped handoffs between channels or systems.

Facilities

Maintenance & Vendor Coordination

Work orders span HVAC, access, and vendor invoices. Facilities teams coordinate across email, CMMS, and contractors with no shared resolution record.

Orchestration on this case
Agent
Intake agent
Captures issue details, classifies urgency, and opens work orders.
Integration
CMMS
Schedules vendors, tracks SLAs, and syncs invoice data.
Expert
Facilities manager
Approves capital repairs and lease-impacting decisions.

Vendor follow-up, repair booking, and invoice matching run as one case until the facility issue is closed.

Per-Case Arbitrage

Cost, Accuracy, And Speed — Chosen Per Case

Every workflow sits on a trade-off between how much it costs, how fast it runs, and how accurate it must be. Interloom does not lock you into one setting platform-wide. It routes each case to the right point on that triangle — and learns which trade-off worked from prior outcomes.

Cost
Efficient models, deterministic integrations, and scripted steps keep routine volume cheap.

Speed
Agents respond immediately, parallelize follow-up, and keep cases moving without queue backlog.

Accuracy
Experts, policy checks, and reviewed memory enter the path when mistakes are expensive or regulated.

Start With The Process That Hurts Most

Map one high-load workstream, connect your systems, and deploy a resolution path your teams can steer in natural language.