01
Legal support
Prepare task packets, checklists, status summaries, matter-support drafts, and handoffs for human review.
Coming soon for law firms exploring agentic operations
Give your law firm an agentic back office.
FirmFoundry is developing a governed way for law firms to launch firm-specific virtual employees for legal support, research, billing, onboarding, reporting, and other repeatable work — connected to approved systems, guided by firm standards, and introduced through shadow mode, supervision, and audit trails.
FirmFoundry is not yet open for customer engagements. Follow the build for updates as the operating model takes shape.
AI agents are easy to demo. They are hard to trust.
Law firms do not need more unmanaged AI experiments. They need a way to use agentic systems without weakening confidentiality, accountability, supervision, or professional judgment.
The operating thesis
The future law firm back office will not be a loose collection of chatbots. It will be a supervised operating model: defined roles, approved data sources, permissioned tools, structured handoffs, human approval gates, audit records, and continuous improvement loops.
Chat may remain one interface. Workflow is the operating model.
Visibility before autonomy
The first value of agentic workflows may not be full automation. It may be making work more structured, reviewable, and visible before a firm delegates more authority.
Every request, source, tool use, output, exception, approval, and correction can help the firm understand where agents help, where humans intervene, and where the process should improve.
Firm-specific virtual employees for the work law firms already do.
FirmFoundry is being designed as an agentic back office for existing law firms. The model starts broad enough to support many workflows, but disciplined enough to begin with a small number of defined roles and approved systems.
02
Research support
Prepare source packets, summarize materials, flag gaps or contrary authority, and preserve review trails without claiming final legal judgment.
03
Billing and finance
Review pre-bills or invoices for anomalies, prepare review packets, identify missing information, and route issues to the right humans.
04
Onboarding and offboarding
Coordinate checklists, access requests, policy acknowledgments, training status, and unresolved tasks across approved systems.
05
Operations reporting
Gather status, summarize exceptions, assemble leadership packets, and make recurring work more visible.
06
Knowledge workflows
Help maintain source packets, process notes, reusable role definitions, and structured handoffs as the operating model matures.
Start narrow. Work in shadow mode. Earn trust through evidence.
FirmFoundry is being designed around progressive delegation, not big-bang automation.
1. Define the role
Mission, inputs, tools, outputs, authority, escalation, approval, and audit.
2. Connect approved systems
Scoped access by firm, user, matter, workflow, and role.
3. Run in shadow mode
Agents observe and attempt work while humans continue the normal process.
4. Supervise execution
Agents prepare more work directly; meaningful decisions stay with authorized humans.
5. Learn from audit records
The job description says what the agent should do. The audit record shows what it did.
Human-led. Workflow-first. Auditable by design.
FirmFoundry is about making agentic work dependable enough for serious operating environments.
Human judgment stays human
FirmFoundry augments legal and business operations. It does not replace lawyer judgment, professional responsibility, or management accountability.
Agents need lanes
An agent without tools is mostly a commentator. An agent with tools is an operator. Operators need limits.
Audit records are not bureaucracy
They make agentic work reviewable and help the firm learn where work breaks down or improves.
Boundaries matter
Agentic systems need firm, matter, role, tool, and data boundaries. No pooled-memory black box.
Workflow beats prompt craft
The central question is what operating model lets AI support work without collapsing supervision or accountability.
Autonomy must be earned
Increased authority should follow evidence that the workflow is visible, supervised, reliable, and bounded.
FirmFoundry is coming soon.
We are developing the FirmFoundry agentic back office model now. If you are thinking about agentic support inside real law firm workflows, follow the build for updates as the model develops.
Follow the FirmFoundry build
Receive occasional updates on the operating model, workflow ideas, and future pilot direction.
- Follow the category thesis: agentic back office for law firms.
- See how role definitions, permissions, shadow mode, and audit records fit together.
- Track broad workflow ideas across legal support, research, billing, onboarding, reporting, and knowledge work.
Please do not submit privileged, client-confidential, employer-confidential, or sensitive internal information. FirmFoundry is not currently accepting customer engagements through this form.
Follow the build.
FirmFoundry is developing a governed agentic back office model for law firms: firm-specific virtual employees, approved-system workflows, human supervision, audit trails, and continuous improvement.