SolutionsLogistics & Supply Chain

Turn your logistics processes into AI agents

Trail parses your rate agreements, accessorial schedules, tariffs, BOLs and terminal email into one governed context graph. Then AI agents run freight audit, detention, accessorials and claims on top of it.

Trail

Freight invoice audit

This week
  • 1240carrier invoices
  • 86under review
  • 31in dispute
  • 93%auto-audited
  • CIN-77188Ridgeline Motor Freight$4,860Processed
  • CIN-77305Bayfront Drayage$21,450Auditing
  • CIN-77420Cascade Drayage Co.$3,200HeldD. Okafor
  • CIN-77512Harbor Line Terminals$9,740ApprovalS. Reyes
  • CIN-77608Northvale Carriers$1,180Processed
Agents connected
  • SAP
  • Microsoft Copilot
  • Claude
  • Agentforce
  • Snowflake
  • Nanonets

Trusted by teams at leading enterprises

  • Ryanair
  • Volkswagen
  • Schneider Electric
  • Juniper Networks
  • Mondelez
  • Roche
  • Bayer
  • Publicis
  • Philip Morris International
  • Topgolf

Top logistics teams
put Trail to work on:

  • Lane rate benchmarking
  • Customs document checks
  • Chargeback recovery
  • Freight invoice audit
  • Accessorial validation
  • Detention & demurrage
  • Free-time tracking
  • Rate agreement intake
  • Fuel surcharge checks
  • BOL & POD matching
  • Short-pay & dispute filing
  • Freight claims
  • Carrier invoice coding
  • Tariff change reviews
  • Proof-of-delivery chasing
  • Duplicate freight billing
  • Onboarding

Turn a carrier contract into a working agent — in one upload.

Import the rate agreement, accessorial schedule or freight-audit SOP your logistics team maintains. Trail reads it, builds the agent, and shows which clause produced each rule.

  1. 01

    Import process docs

    Drop in the rate agreement, terminal tariff or claims addendum your team already works from — PDF, DOCX, scans.

  2. 02

    Agent auto-built

    Trail parses them into a context graph. It outlines the agent's role, splits the process into phases, and adds the tools each step needs.

  3. 03

    Review, approve, run

    Every learned rule is explained and traced to the exact text it came from. Agents take decisions strictly based on these rules.

Claims addendum says §6.3

“…written notice of claim for loss, damage or delay must be filed within nine months of delivery… provided that damage not apparent at the time of delivery shall be reported within five days of delivery, and the shipment and its packaging held available for inspection…”

Trail extracts rule

If damage is found after the POD was signed clear, file notice within five days and hold the packaging.

Upload a rate agreement and see Trail build the agent →

One graph underneath all your AI agents.

Everything Trail parses collapses into a single governed graph, and everything your logistics teams automate draws from it, whether the work runs in autonomous agents or copilot chats.

Rate agreementsTariffsTMS / ERPCarrier emailAudit SOPs

Agents - run processes autonomously

Freight audit agentQueued
  1. ObserveCIN-77420 | MSKU 481-2207 · Rate agreement Sch. 2 §2.3
  2. Reason8 of 20 detention hours fell in a closure
  3. ActionHeld. Short-pay to $1,920 drafted
Accessorial agentQueued
  1. ObserveCIN-77305 | 3 accessorials · Tariff addendum §5.4
  2. ReasonResidential fee isn't in this lane's table
  3. ActionLine disputed, rate table attached
Demurrage agentQueued
  1. ObserveContainer TGHU 660-1145 · Terminal tariff §9.2
  2. ReasonLast free day Friday, no pickup slot open
  3. ActionSlot booked. Ops flagged for 2-day risk
Fuel surcharge agentQueued
  1. ObserveCIN-77188 | FSC 31.4% · Rate agreement Sch. 4 §1.2
  2. ReasonIndex week caps the surcharge at 28.9%
  3. ActionDelta short-paid, index sheet attached

Copilot Chats - ask questions and run tasks

Copilot agentMCP

Help your agents solve the most complex problems with context graphs.

A carrier bills $3,200 in detention on a lane with four hours' free time where the container gated in on a Sunday and the terminal emailed a closure notice is it payable?

One question. Five kinds of context, each in a different system — the invoice doesn't know the closure, and the TMS doesn't know Schedule 2.

How the Context Graph works →
  • Rate & accessorial schedule

    Policy context · What's billable here?

    4h free · $160/h after · closures excluded

  • TMS / shipment records

    System-of-record context · What happened, and when?

    Gate-in Sunday 07:12 · terminal closed

  • Detention arithmetic

    Computed context · How many hours are defensible?

    $3,200 billed · 12 of 20 hours defensible

  • Terminal & carrier email

    Conversation context · Was a closure issued?

    Closure notice for that Sunday

  • Freight audit SOP

    SOP context · How do we respond?

    Short-pay to 12h, cite the closure clause

Connects to the agent platform you already use.

Point the agents your logistics org already runs, SAP Joule, Agentforce, Copilot, Claude or your own stack, at one Trail brain, through a native Model Context Protocol server, native retrievers, or a plain REST/GraphQL API. Add or switch platforms without re-teaching a thing.

AnthropicClaude
OpenAIChatGPT
MicrosoftCopilot
AWSBedrock
GCPVertex AI
JouleSAP
AgentforceSalesforce
LangChain& LlamaIndex
Don't see your platform? Ask us →

35% of Fortune 500 and 10,000+ companies use Trail

Customer story · Mondelez

“We were doing things manually across SAP, Excel, Outlook against tight deadlines and it was a huge pain point for us. With Nanonets, the process is much more autonomous.”
Mondelez
Head of Logistics FinanceMondelez Brazil
Per invoice
2+ hrs under 15 min
Straight-through processing
0% 50%+
Annual savings
$3M+
Return in year one
10× on spend

Teams using Trail see

Built for how modern
enterprises work.

Trail meets the highest industry standards for your security & compliance. We include all default controls that you'd expect, including SAML SSO, audit logs, IP allow-listing, data lifecycle management, and much more.

SSO & SCIM
SAML, OIDC, and SCIM user provisioning with Okta, Azure AD, Google Workspace.
Role-based access
Full RBAC and fine-grained access control across orgs, workspaces, agents.
Audit logs
Every agent run, approval, and data access is recorded, and streams to your SIEM.
Private deployment
VPC, single-tenant cloud, or on-prem. Choose your infrastructure and network policies.
Data residency
Pin data processing to US, EU, APAC regions. Customer data never leaves your boundary.
Human-in-the-loop
Configure approval gates to route edge cases to Slack, Teams, or email for review.
Encryption at rest & in transit
AES-256 at rest, TLS 1.3 in transit. BYOK supported for all customer-managed keys.
Usage quotas & rate limits
Per-team budgets and API quotas with real-time cost dashboards. No surprises.

Security built in, not bolted on.

Your data and your company brain never leave your boundary. Independently audited every year, with compliance controls enforced by the platform — not promised on a page.

Held and current — not roadmap targets.

SOC 2 Type IISOC 2 Type IIOngoing security controls
GDPRGDPREU data protection
ISO 27001ISO 27001Global ISMS standard
HIPAAHIPAABAA on enterprise plans

Turn your logistics processes
into a competitive advantage.

Bring one rate agreement and one disputed carrier invoice. We'll show you how Trail proposes rules and builds an agent, which then takes the correct decision and acts on it.

Prefer to read first? Read the FAQ →