Connect the client inbox
Bring in the client's Gmail, Outlook, or mail server accounts for the matter.
For lawyers
Turn a client inbox into a usable case map.
SwarmMarshal helps attorneys make sense of messy client communications: timelines, issue slices, people maps, gaps, and draft work product that stays tied to the source messages.
One profile per matter
Source-backed facts
Attorney review
Local-first data
Client matter profile
Inbox review prepared for attorney approval
Likely timeline anchors
- Mar 4Initial promise appears in thread with vendor.
- Apr 12Payment dispute begins across three messages.
- May 1Client forwards attachment with missing context.
Attorney review queue
12 source-backed factsready for demand letter review
8 recurring peoplegrouped by role and relationship
Separate the matter
Use a dedicated profile so each client or case has its own data boundary.
Ask fact questions
Search by person, issue, date range, promise, payment, attachment, or theme.
Prepare cited work
Turn the message pile into timelines, summaries, and source-backed fact packets.
The opportunity
The value is not legal advice. It is factual orientation.
Many cases start as a pile of scattered email. SwarmMarshal gives the attorney a faster way to see what happened, what is missing, who is involved, and where the strongest source-backed facts live.
Matter timelines
Reconstruct what happened in order, with each fact tied back to the original message or thread.
Chronology
Source links
Issue slicing
Ask for all messages about payment, harassment, repairs, custody exchanges, vendor promises, or any case-specific topic.
Plain-English search
Topic views
Party and witness maps
See the people, companies, counsel, vendors, employees, adjusters, and family members who keep appearing in the record.
People graph
Relationships
Intake acceleration
Replace the forwarded-email avalanche with a structured readout of people, dates, documents, open questions, and likely gaps.
Client intake
Gaps
Drafted, not decided
Agents prepare summaries, demand-letter facts, deposition prep notes, and follow-up questions while the attorney keeps judgment.
Attorney review
Draft first
Local-first matter files
Client communications live on the attorney's machine, with account data organized by profile instead of blended into one pile.
Local data
Matter boundary
Best first fit
Start with communication-heavy matters at small firms.
SwarmMarshal is especially compelling where the record lives in emails, attachments, replies, forwards, calendar promises, and old client recollections. The first buyer is likely a solo or small-firm attorney who needs paralegal-grade organization before formal discovery tools enter the picture.
Employment disputes
Family law
Landlord-tenant
Small business breakups
Probate and estate fights
Insurance claims
Consumer disputes
Internal investigations
Trust model
Built around review, boundaries, and source links.
For legal work, the promise has to be conservative: help the lawyer understand the record faster, without hiding uncertainty or inventing facts.
The page is built around source-backed summaries. Useful claims should point back to the messages that support them.
Profiles make the clean product shape: one matter, one data root, one set of connected accounts.
The agent prepares work for review instead of sending, deleting, or committing the lawyer to a position.
Spend Guard and model routing help make inbox-scale review predictable for smaller firms.
Give the attorney a map before they start drafting.
Connect the client accounts, keep the matter separate, search the record in plain English, and prepare source-backed summaries for attorney review.