ProServiceWorld
Conflict Checks and AI Triage
The conflict check itself: receives the hits from both runs, ranks them in its triage and records a clear, conflict or waived result on the new matter.
Industry solution
Run matters, conflicts, holds and billable time as one connected practice
Burdenoff products designed to work together for law firms and legal teams, from the first conflict check to the final invoice.

The problem
Legal work runs through conflict checks, holds, time entries, pre-bills, precedents and budgets that live in separate systems and spreadsheets, so risk goes unnoticed and billable value leaks between them.
Law firms and legal departments sell judgment, but they run on process. Every new matter needs a conflict check, many need a litigation hold, every hour needs a narrative and a code, and every invoice has to satisfy the client's billing guidelines. Most firms stitch these steps across a practice management system, a document system, a billing tool, email and spreadsheets, and the gaps between them are where risk and revenue slip away.
The pressure comes from both sides. Clients, especially corporate legal departments and insurers, expect budgets, staffing approvals and itemized bills, and they reject what does not comply. Inside the firm, laterals and mergers bring records that were never migrated, ethical walls have to hold across every copy of a document, and associates are asked to account for every tenth of an hour while carrying heavy caseloads.
In-house teams face the mirror image: they issue holds across the business, manage matters and outside counsel spend, and need precedent and know-how they can find quickly. Both need tools that respect privilege and confidentiality by design, keep a defensible record of who did what, and let lawyers spend their time on the law.
Managing partner or firm COO
Realization, risk exposure and a firm that runs on one governed record instead of departmental spreadsheets.
Director of legal operations
Intake, conflicts, holds, billing and staffing working as one process, with clear hand-offs and an audit trail.
Conflicts and new business intake team
Searching every source, including legacy and lateral records, before the engagement letter goes out.
Litigation support and eDiscovery manager
Issuing holds, tracking acknowledgments and departures, and releasing holds with a defensible record.
Billing and finance director
Clean pre-bills that meet client guidelines, fewer rejections and early warning when realization starts to slip.
General counsel or legal department lead
Matter visibility, holds across the business, budget discipline from outside counsel and quick access to know-how.
A day in the life
Nadia Okonkwo runs legal operations for a regional firm with litigation, corporate and employment practices. Her job is to keep the machinery under the lawyers working: intake, conflicts, holds, time, billing, know-how and staffing. This is one week in late September, when a lateral partner arrives, a client's lawsuit takes on a new claim and month-end billing is due.
Monday · Intake
At 8:40 a.m. the litigation chair asks Nadia to rush a new matter for Tidewater Components, sued for breach of warranty by Harlow Marine Supply. The conflicts analyst searches the current system and clears it by lunch. Rafael Duarte, the lateral partner starting Wednesday, has sent his prior clients as a spreadsheet, and the database from the firm's 2019 merger is searched only on request. On Thursday someone notices Rafael represented Harlow Marine's parent company last year, and Nadia's morning starts with calls to two partners and the firm's general counsel.
How this is solved: Conflicts hiding in legacy systems and lateral listsTuesday · Legal hold
A supplemental hold notice went to 34 Brightwell custodians a week ago, after the distributor amended its complaint to add a trade-secrets claim reaching the sales team. At 10:15 a.m. Nadia opens the tracking spreadsheet: four custodians have not acknowledged, and a sales manager has asked three times whether texts on his personal phone count. From a passing remark on a call with Brightwell's HR manager, she learns that an account manager leaves on Friday, and that her mailbox is due to be wiped under routine retention.
How this is solved: Legal holds tracked in a spreadsheetWednesday · Time
Tomás Reyes, a third-year associate on the Brightwell matter, spends Wednesday evening rebuilding Tuesday from his calendar and sent folder. The interrogatory responses and the client call come back easily; the morning in the review platform, two short calls with opposing counsel and an email thread with the expert do not. He records 6.2 hours, one of them a 3.0-hour block entry, and closes the laptop at 9:40 p.m.
How this is solved: Billable time rebuilt from memory late at nightThursday · Billing
At 11:00 a.m. Grace Liu, the billing coordinator for the insurance defense group, forwards Nadia a rejection from a carrier client's e-billing portal: block billing, a paralegal task at an associate's rate, an unapproved timekeeper and a run of 0.1 internal conferences. Forty pre-bills are waiting for partner mark-up. The group's realization has slipped two quarters running, and nobody can say which guidelines are costing it.
How this is solved: Invoices rejected under client billing guidelinesThursday · Know-how
At 3:00 p.m. Aisha Mensah, a fourth-year corporate associate, needs the firm's best limitation-of-liability carve-out for data incidents by end of day. The document system searches by file name, so she emails the practice group and gets three versions from three partners. One was copied months ago from a matter behind an ethical wall that excludes her team, and the know-how folder never carried the wall with it. Nadia only finds out because Aisha asks which version is current.
How this is solved: Precedents nobody can find, and one nobody should seeFriday · Budgets
At 4:30 p.m. Brightwell's general counsel emails the litigation partner asking where the dispute stands against the budget the firm gave her in the spring. Pulling hours from the billing system into the budget spreadsheet, the partner finds discovery has used most of its hours with four depositions still to take. The work has landed on Tomás and one other associate, while a fifth-year with deposition experience has had a light month.
How this is solved: Matter budgets that overrun before anyone looksNone of these problems belongs to a single system. Conflicts need every source, holds need a cadence and a record, time needs capture and approval, bills need rules, precedents need walls, and budgets need hours and capacity side by side. This solution concept connects ProServiceWorld's matter record with the products that search, remind, capture, plan and explain, so Nadia's next week runs on one record instead of a stack of spreadsheets.
Challenges and how they are solved
Each challenge shows the problem as it happens, how the products are designed to hand work to each other, and the concepts that illustrate it. Share any challenge on its own.
Challenge 1 of 6
Monday, 11:40 a.m. The Tidewater intake form names Harlow Marine Supply as the adverse party but not its parent, Harlow Marine Holdings, and the analyst's search of the current practice system returns nothing. Rafael Duarte's disclosure list of 142 former clients and adverse parties is a spreadsheet attached to an email, waiting for a lateral clearance nobody has scheduled. Matter records from the 2019 merger sit in a legacy database that two people know how to query. The engagement letter goes out Tuesday. On Thursday, with Tidewater's answer due in three weeks, someone reading the lateral's list finds Harlow Marine Holdings on it, as a client he represented last year.
A conflict found late can force a withdrawal, strain two client relationships at once and invite a disqualification motion. Even when it can be resolved, it means rework, apology calls and waivers chased after the fact.
Two searches stay separate but reach the same sources. First, when a lateral's disclosure list arrives, SemanticFed is designed to search it against current and legacy matter records where they already live, through one party model that carries aliases and parent-subsidiary links, and to label each hit by its match basis. Second, at intake, ProServiceWorld's conflict check is designed to send every party, alias and related company on the new matter to SemanticFed as one federated search across all three sources. In both runs the hits go to the ProServiceWorld conflict check, whose triage ranks them for the analyst. FluidGrids can then route high-ranked findings to the conflicts partner, prepare the waiver request and, on clearance, ask ProServiceWorld to open the matter with its ethical-wall access restrictions already set.
Every conflicts source is searched before the engagement letter goes out, and the clearance decision, any waiver and the wall restrictions stay on the matter record for the next reviewer.
ProServiceWorld
The conflict check itself: receives the hits from both runs, ranks them in its triage and records a clear, conflict or waived result on the new matter.
SemanticFed
Shows the first run: the lateral's disclosure list searched against current and legacy matters, each hit labeled by match basis and sent to ProServiceWorld as a conflict check.
Works with ProServiceWorld
Challenge 2 of 6
Tuesday, 10:15 a.m. Supplemental hold LH-0192 on the Brightwell matter covers 34 custodians, most of them in sales, because the new trade-secrets claim reaches customer lists, pricing emails and CRM notes. Acknowledgments arrive as email replies that get pasted into a spreadsheet when someone has a spare minute, so the tracker is already three days behind. Reminders go out by hand, and nobody has decided who escalates to Brightwell's general counsel when a custodian ignores three of them. Nobody on the team learns until a passing remark on Tuesday that an account manager leaves on Friday, and that her mailbox will be deleted when her account closes that evening.
A hold that is issued but not followed through is hard to defend if preservation is challenged later, and a departing custodian's data can be gone before anyone thinks to ask.
ProServiceWorld is designed to keep the hold on the matter: scope, date range, data sources and every custodian with notice, acknowledgment and reminder history, next to the classification and legal-hold state it carries on the matter's documents. FluidGrids can run the cadence on a schedule, sending reminders and escalating to the client's general counsel after the third, and is designed to turn a departure notice from the client's HR team (or, for an in-house legal team, an event from its own HR system) into a preservation alert on the hold. Custodian questions go to a Botlit hold assistant designed to answer only from the hold notice and its FAQ and to pass anything it cannot answer to the responsible associate, with the associate's reply designed to be logged on the hold record.
The team sees at a glance who has acknowledged the hold and who has not, questions get consistent answers, and a custodian's departure prompts preservation before the data is gone.
ProServiceWorld
The hold record for the matter: custodians, acknowledgments, reminders, departures and questions in one view, with release as a recorded, approved action.
Works with FluidGrids, Botlit
FluidGrids
Runs the reminder schedule with retries, and is designed to turn a departure notice from the client's HR team into a preservation alert on the hold.
Botlit
The hold assistant pattern: answers custodians only from the hold notice and FAQ, shows the passage used and says so when nothing matches, then hands off to the associate.
Challenge 3 of 6
Wednesday, 9:10 p.m. The firm asks lawyers to enter time daily, but the Brightwell discovery schedule leaves no gap in the day to do it. When Tomás rebuilds Tuesday, his sent folder shows the emails to the expert but not the forty minutes he spent reading her draft report, and the review platform keeps no log he can export. The two calls with opposing counsel appear nowhere at all. What he can reconstruct goes in as 6.2 hours, including a 3.0-hour entry reading 'Review documents; emails; call', exactly the kind of block entry Brightwell's outside counsel guidelines tell the billing partner to cut.
Hours that are never recorded are never billed, block-billed entries invite client write-downs, and late-night reconstruction adds to the fatigue that pushes associates out of the firm.
TimeCampus assembles each lawyer's day from calendar, document, email and call metadata, without screenshots or keystroke logging, and is designed to turn it into draft entries in tenths of an hour. Each suggestion is designed to carry a client-matter number from ProServiceWorld, UTBMS task and activity codes and a narrative written one task at a time, and nothing is recorded until the lawyer accepts, edits or splits it. Accepted entries are designed to flow into ProServiceWorld as draft time against the matter, where the lawyer submits them and the supervising partner approves them, ready for the pre-bill.
Associates confirm their time the same day instead of reconstructing it at night, and entries reach partner approval already coded and itemized.
TimeCampus
Turns the day's captured activity into draft entries with matter numbers, UTBMS task and activity codes and single-task narratives that the lawyer accepts, edits or splits.
Works with ProServiceWorld
ProServiceWorld
Is designed to receive accepted entries as draft time against the matter and move each one through submission, partner approval and billing.
Challenge 4 of 6
Thursday, 11:00 a.m. The carrier's portal rejects the LEDES invoice line by line: seven of 112 lines come back with reason codes, and two cite section 4.2 of its guidelines, which pays nothing for conferences between the firm's own lawyers. Each carrier client of the insurance defense group has its own guidelines, kept as PDFs on a shared drive and usually read only after a rejection. Grace resubmits, which restarts the carrier's review period, and the partner marking up the next forty pre-bills is working from memory of which rules apply to whom. The write-down the group eventually takes is one no partner actually decided on.
Each rejection means rework, delayed cash and a write-down no partner agreed to, and the pattern stays invisible until quarter-end numbers arrive.
FluidGrids holds each client's outside counsel guidelines as a versioned rule set covering approved timekeepers, rate caps, block-billing and minimum-increment rules and non-billable task types, and tests it against sample entries before it goes live. ProServiceWorld is designed to run draft bill lines through those rules during pre-bill review, so the billing partner sees each flagged line, the rule behind it and a suggested fix before the LEDES invoice is submitted to the client's e-billing portal. Write-downs and rejection reasons can be collected by a FluidGrids workflow and pushed through a datasink into BigConsole, where a realization console with filters and drill-down shows which guidelines, clients and practice groups are driving the slide, and a planned Explain panel is designed to summarize what changed with citations to the data.
Guideline problems are caught at pre-bill instead of by the client, and partners can see which rules and clients are eroding realization while there is still time to act.
ProServiceWorld
The invoice record, from draft to sent to paid, where pre-bill review happens before sending.
FluidGrids
Encodes each client's billing guidelines as a versioned rule tree, tested against sample entries and designed to be applied to every draft bill line.
BigConsole
A realization console showing write-downs and e-billing rejections by client, practice group and guideline, with filters and drill-down to the bill line.
Challenge 5 of 6
Thursday, 3:00 p.m. The document system finds files by name and author, not by what a clause does, so Aisha's search for a data-breach cap turns up engagement letters and nothing she can use. The practice group's clause bank is a folder of word-processing files nobody has curated in two years. Of the three versions partners send back, one was pasted into that folder from a matter behind an ethical wall that excludes her team. The copy kept the text and lost its matter number, so nothing marked it as screened, and nobody can easily say who else has opened it.
Lawyers spend unbilled hours hunting for work the firm has already done, and a clause copied out of a screened matter can undermine a wall the firm has promised to maintain.
A Botlit precedent assistant is designed to answer drafting questions from the firm's clause bank and precedent sets, quoting the clauses it used with practice area, date and precedent reference, and saying plainly when nothing matches. Clause-bank entries are designed to keep their source matter from ProServiceWorld's document classification, and entries with no source matter wait for knowledge-manager review before they become searchable. Precedent metadata is registered as a SemanticFed source that Botlit queries through SemanticFed's governed agent interface, so before retrieval the assistant checks the asker against ProServiceWorld's matter-level access restrictions and the row policies SemanticFed is designed to enforce on matter data. Walled passages are withheld with a notice that names no matter.
Associates find approved precedent language without emailing the practice group, every answer shows where it came from, and text from a screened matter stays screened wherever it has traveled.
Botlit
Answers drafting questions with cited clauses from approved precedents, and withholds material from screened matters with a notice that names no matter.
Works with ProServiceWorld, SemanticFed
SemanticFed
Surfaces sensitive fields in matter and precedent data as proposed access rules that only a person can approve and activate.
Challenge 6 of 6
Friday, 4:30 p.m. Brightwell's outside counsel guidelines ask for written notice before any phase runs past its budget, and no notice has gone out. The budget was set by phase in the spring, in a spreadsheet; the hours sit in the billing system, and the staffing plan lives in the partner's head. Laid side by side for the first time, they show discovery at 84 percent of its hours with four distributor depositions still to take, expert disclosures due October 9, and the same two associates carrying almost all of the remaining work.
Overruns that surface at invoice time damage client trust and usually end in write-offs, and uneven staffing burns out the associates the firm most wants to keep.
ProServiceWorld holds the budget the firm gave the client, broken down by litigation phase, and TimeCampus tracks the hours recorded against each phase estimate. Both are designed to flow into PlanMagnet, which lays the matter out by phase with court deadlines as milestones and adds the estimates on the tasks still open to the hours already logged. Through its CrewFoundry integration, PlanMagnet weighs the plan against who actually has room in the coming weeks, and CrewFoundry's utilization heatmap is designed to let the practice manager move deposition preparation toward a lawyer with capacity and the right experience. A daily sweep in PlanMagnet flags a phase heading over budget with its stated reason, so the partner can send the client a revised budget before the invoice does it for her.
Partners see a phase heading over budget weeks earlier, rebalance work before associates burn out, and give clients revised budgets before an invoice surprises them.
PlanMagnet
The matter plan by litigation phase: each phase budget from ProServiceWorld, hours logged in TimeCampus, court deadlines and daily flags for overruns and overloaded people.
Works with CrewFoundry, ProServiceWorld, TimeCampus
TimeCampus
Tracks hours against each phase estimate, so burn is read from the time actually recorded.
CrewFoundry
Is designed to show week by week who is over-allocated and who has capacity, with skills matches for the depositions still to be staffed.
How it fits together
Follow one litigation matter from the day it arrives to the day a partner asks how it is tracking. Each step shows one product doing one job and how it is designed to pass something concrete to the next.
To SemanticFed: Designed to send the full party list as one federated conflicts search.
To ProServiceWorld: Designed to attach the hits to the conflict check, where triage ranks them and a person clears or waives.
To ProServiceWorld: Designed to send accepted entries as draft time for submission and approval.
To PlanMagnet: Designed to share each phase budget and the approval status of its hours with the phase plan.
To FluidGrids: Designed to hand phase forecasts to a FluidGrids workflow alongside the firm's billing data.
To BigConsole: Realization and phase data, delivered through a datasink.
To Botlit: Console figures made available to a partner-facing agent.
Step 1 of 8: Take in the matter
Products in this solution
Matter, conflicts, holds, time and billing record
Built for professional-services firms and designed to bring matters, privileged documents, conflict checks, legal hold, time approval and pre-bill review onto one workspace record the other products here are designed to hand work to, including matter-level access restrictions for ethical walls.
Federated conflicts search and access policy
Designed to query current, legacy and lateral records where they already live, behind one party model and row-level policies, without making another copy of sensitive client data.
Clearance routing, hold cadences and billing rules
Schedules, webhooks and versioned decision rules turn intake routing, hold reminders and client billing guidelines into repeatable, auditable workflows, and its datasinks feed BigConsole.
Privacy-first capture of billable time
Assembles the day from work tools without screenshots or keystroke logging, is designed to propose matter-coded entries that lawyers accept before anything is recorded, and tracks hours against project estimates.
Governed agents for precedents and custodians
Designed to ground answers in the firm's own knowledge bases with cited passages, say so when nothing matches, and run under the workspace's roles, policies and audit trail.
Realization and write-down consoles
Turns write-down and rejection data delivered through FluidGrids datasinks into live consoles with filters and drill-down, with a planned Explain panel designed to cite the data behind each finding.
Litigation phase plans, court deadlines and at-risk sweeps
Plans work in phases with milestones and daily at-risk sweeps, and weighs every plan against real capacity through its CrewFoundry integration, with phase budgets and hours designed to come from ProServiceWorld and TimeCampus.
Associate capacity, skills and utilization
Designed to hold the skills, capacity and utilization picture that tells a practice manager who can take the next deposition and who is already stretched.
Every product here runs on Burdenoff Workspaces: one sign-on for lawyers and staff, role-based access designed to reach down to the matter, one audit trail across conflicts, holds, time and bills, and one bill for the firm across the products it uses.
Concept gallery
15 concepts from 8 products. Each one links to its own page on the product's website, and every view has a link you can share.
ProServiceWorld
The conflict check itself: receives the hits from both runs, ranks them in its triage and records a clear, conflict or waived result on the new matter.
SemanticFed
Shows the first run: the lateral's disclosure list searched against current and legacy matters, each hit labeled by match basis and sent to ProServiceWorld as a conflict check.
Works with ProServiceWorld
ProServiceWorld
The hold record for the matter: custodians, acknowledgments, reminders, departures and questions in one view, with release as a recorded, approved action.
Works with FluidGrids, Botlit
FluidGrids
Runs the reminder schedule with retries, and is designed to turn a departure notice from the client's HR team into a preservation alert on the hold.
Botlit
The hold assistant pattern: answers custodians only from the hold notice and FAQ, shows the passage used and says so when nothing matches, then hands off to the associate.
TimeCampus
Turns the day's captured activity into draft entries with matter numbers, UTBMS task and activity codes and single-task narratives that the lawyer accepts, edits or splits.
Works with ProServiceWorld
ProServiceWorld
Is designed to receive accepted entries as draft time against the matter and move each one through submission, partner approval and billing.
ProServiceWorld
The invoice record, from draft to sent to paid, where pre-bill review happens before sending.
FluidGrids
Encodes each client's billing guidelines as a versioned rule tree, tested against sample entries and designed to be applied to every draft bill line.
BigConsole
A realization console showing write-downs and e-billing rejections by client, practice group and guideline, with filters and drill-down to the bill line.
Botlit
Answers drafting questions with cited clauses from approved precedents, and withholds material from screened matters with a notice that names no matter.
Works with ProServiceWorld, SemanticFed
SemanticFed
Surfaces sensitive fields in matter and precedent data as proposed access rules that only a person can approve and activate.
PlanMagnet
The matter plan by litigation phase: each phase budget from ProServiceWorld, hours logged in TimeCampus, court deadlines and daily flags for overruns and overloaded people.
Works with CrewFoundry, ProServiceWorld, TimeCampus
TimeCampus
Tracks hours against each phase estimate, so burn is read from the time actually recorded.
CrewFoundry
Is designed to show week by week who is over-allocated and who has capacity, with skills matches for the depositions still to be staffed.
Pitch kit
Your firm's riskiest and most expensive moments happen between systems: a conflict hiding in a legacy database, a hold nobody followed up, hours never recorded, an invoice rejected under a client's guidelines. Burdenoff brings ProServiceWorld's matter record together with TimeCampus, SemanticFed, FluidGrids, Botlit, BigConsole, PlanMagnet and CrewFoundry, so each hand-off is designed to happen by default and leave a record.
Questions
No. This page describes a solution concept. The products involved are at different stages, from pre-launch to generally available, and the legal-specific capabilities described here, including the legal-hold tracker and matter-coded time suggestions, are designs we are building toward. We are glad to walk through what exists now and what is planned.
No. TimeCampus is designed around privacy: it works from activity metadata such as calendar events and document and email activity, never screenshots or keystroke logging. Suggestions stay private to the lawyer until they accept them, and team views are aggregate.
The precedent assistant is designed to check the asker against ProServiceWorld's matter-level access restrictions and the row policies SemanticFed is designed to enforce on matter data before it retrieves anything. Walled passages are withheld with a notice that does not name the matter, clause-bank entries without a source matter wait for review, and every answer is logged with the passages it used. The firm still sets and supervises its own screens.
No software can do that on its own, and nothing here is legal advice. The products are designed to help the firm apply its own policies, client guidelines and approvals consistently and to show afterwards what was done; lawyers and the firm's general counsel still make the decisions.
Both. In-house teams can use the same matter, legal hold, precedent and budget capabilities to run holds across the business, manage matters and review outside counsel budgets, while law firms add conflicts, time capture and pre-bill review.
Not necessarily. ProServiceWorld is designed to keep matter records and document metadata, SemanticFed is designed to query existing sources where they live, and FluidGrids connects to other systems through its connectors. Which systems to connect first is a conversation about your current setup.
Related domains
Challenges solved
A solution concept for consulting, accounting and agency firms: capture time automatically, staff sold work on real capacity, watch fixed-fee burn and see WIP and cash in one view.
Challenges solved
A solution concept for carriers, MGAs, brokers and agencies: Burdenoff products combined to carry claims, underwriting, crop cover and servicing from intake to decision.
Challenges solved
A cross-product solution concept for banks, fintechs and wealth firms: advisory and supervision, scam and mule investigations, governed regulatory data, KYC reviews and supplier oversight.
Tell us about your setup. We will walk you through the products involved and scope a pilot around the challenge that hurts most.
This is a solution concept: it shows how Burdenoff products are designed to work together in this industry. The images are illustrations of the concepts, not screenshots of the actual products, and every name and figure in them is sample data.