Entity and item registry
Every vertical runs on durable entities, typed fields, and linked items so agents reason over business state instead of loose prompt history.
Coordinated Virtual Workforces
Vertical AI systems built to scale your edge.
Deploy purpose-built AI systems that help your team handle complex finance, revenue, and content workflows with speed, structure, and control.
Finance Intel
Sales Intel
Social Intel
Source
Mail
Notify
Platform spine
One architecture underneath every vertical.
The point is not to fork the backend for every workflow. Magictrail keeps entities, items, agents, tools, jobs, workers, and outcomes in one shell while each vertical defines its own schemas and agent chain.
Governed agent chaining
Each agent turns one structured stage into the next, with playbooks and guard rails deciding when downstream execution is allowed to continue.
Vertical-specific execution
Magictrail stays platform-first while shipping purpose-built workforces for finance, sales, and social intelligence.
Vertical set
Three live workforces in the platform today.
Each vertical keeps a different operational graph, but they all run through the same Trailcore runtime. The market site now reflects only those real workforces.
Finance Operations
Finance Intel
Finance Intel keeps group money operations grounded in structured records. It ingests transactions, categorizes activity, links spend to shared context, and helps teams move from raw bank data to bills and settlements.
Transaction Categorizer
Classifies incoming bank activity against the account category system.
Transaction Linker
Finds which transactions likely belong to a group bill or shared expense.
Bill Management
Creates and updates split bills with member resolution and group-aware logic.
Sales Operations
Sales Intel
Sales Intel closes the gap between synced CRM records and action-ready selling. It chains account research, buying signal analysis, planning, outreach, and briefing into one structured pipeline.
Account Researcher
Pulls fresh public news and filings into structured company intel.
Buying Signal Analyst
Scores urgency, fit, and trigger events from the research stage.
Account Planner
Builds persona notes, value maps, objections, and next-best actions.
Creator and Content Operations
Social Intel
Social Intel syncs creator or brand content into Trailcore, stores it as durable entities, and runs agent pipelines that extract hooks, beats, sentiment, and future content opportunities.
Video Analyzer
Summarizes synced video metadata and recommends the next action.
Video Hook & Beat Finder
Builds a timestamped beat sheet with the strongest hook and three standout moments.
Sentiment & FAQ Miner
Reads comments for emotional signals, recurring questions, and content gaps.
Operating model
The memory loop behind every workload.
Finance, sales, and social intel differ in domain language, but they all follow the same lifecycle: ingest, structure, chain, and govern.
01
Sync and ingest
Connections pull CRM records, bank activity, videos, and comments into the registry.
02
Structure the state
Entities turn raw inputs into durable stages like Company Intel, Bills, and Comment Insights.
03
Run chained agents
Specialized agents create the next operational asset, from outreach drafts to settlement suggestions.
04
Review and execute
Humans and policies can bless transitions before work moves further across the workforce.
Built for vertical agents
Start from the platform, then deploy the right workforce.
Magictrail is not a generic workflow builder. It is a shared runtime for vertical agent systems that need durable memory, chained reasoning, and execution guard rails.