Why expertise-driven firms are putting AI to work
In a professional services firm, the product is expertise. Every precedent, checklist, and lesson learned makes the next engagement better, but most of that knowledge sits in shared drives, old email threads, and the heads of a few senior people. When a junior team member needs an answer, the fastest route is usually to interrupt someone whose time is the firm's most valuable asset.
AI agents change that equation. An agent grounded in your firm's own guidance can answer routine questions, produce first drafts, and summarize long documents in minutes, so experienced people spend their time on judgment rather than repetition. The catch is trust: client information has to stay protected, and leaders need to know how AI is being used. Cohrt is built around both.
The challenge
Senior time goes to repeat questions
Partners and managers field the same questions about process, templates, and precedent every week, which pulls them away from client work.
Expertise is scattered
Know-how lives across documents, inboxes, and a few experienced people, so the answer depends on who you happen to ask.
Confidentiality is non-negotiable
Any AI tool has to keep client information protected and give the firm a clear view of how it is used.
Where AI agents fit
Common, everyday work where AI agents save time without replacing people's judgment.
- Knowledge Base
Answer internal process questions
Give staff an agent that explains how the firm handles onboarding, reviews, and standard procedures, based on your own guidance.
- AI Agents
Draft engagement documents
Produce first drafts of engagement letters, proposals, and client updates from your templates, ready for a professional to review.
- AI Agents
Summarize long documents
Condense lengthy reports, contracts, or research into key points so reviewers know where to focus.
- Integrations
Prepare client meeting briefs
Pull background from connected tools and past notes into a concise briefing before a client call.
- Knowledge Base
Bring new associates up to speed
Let new team members ask questions any time instead of waiting for a mentor to be free.
- Workflows
Standardize recurring client updates
Turn routine status summaries into workflows that follow the same structure every time.
How Cohrt helps
Knowledge Base
Put your firm's documents and resources to work so answers reflect how you operate.
Protected knowledge
Scan for sensitive information and keep every account's data isolated.
Approved AI
Choose the models your team is allowed to use.
Manager visibility
See how AI is used across the firm.
What changes
Without a shared AI platform: New staff wait for a senior colleague to answer basic questions
With Cohrt: An agent answers from the firm's own guidance, any time
Without a shared AI platform: Each person uses whichever AI tool they prefer
With Cohrt: Everyone works with the models the firm has approved
Without a shared AI platform: No one knows what client details have been pasted into AI tools
With Cohrt: Sensitive details are detected and blocked or masked before they are shared
Without a shared AI platform: Partners guess at how AI is being used
With Cohrt: Managers see usage and insights across the firm
Example scenario
A new associate asks an AI Agent how the firm approaches client onboarding. The agent answers from the firm's own guidance, and partners can see how AI is being used across the team.
A question comes in
A new associate asks an agent how the firm approaches client onboarding.
The answer reflects the firm
The agent responds from the firm's own onboarding guidance rather than generic internet knowledge.
Client details stay protected
When the associate shares a client document, personal and payment details are caught before they go any further.
Partners keep the full picture
Leadership sees how AI is being used across the team and where it saves the most time.
Safeguards that matter here
Personal and payment data detection
Scanning detects personal and payment information in chat messages and file uploads, then blocks or masks it.
Topic exclusions
Keep conversations away from subjects your firm has decided AI should not handle.
Isolated, encrypted data
Each account's data is isolated from every other account, and integration credentials are encrypted.
Getting started
A simple, low-risk way to begin.
Pick one practice group and the two or three questions it answers most often.
Gather the documents that hold the answers, such as procedures, templates, and checklists.
Agree which kinds of work always get a professional's review before they reach a client.
Review how the team is using AI after a few weeks, then expand to the next group.
Common questions
Can AI replace professional judgment?
No. AI agents are best at first drafts, summaries, and routine questions. Advice, sign-off, and client decisions should always stay with a qualified professional.
How does Cohrt help protect client information?
Cohrt can scan chat messages and file uploads for personal and payment information and block or mask it. Integration credentials are encrypted, and every account's data is isolated from every other account's.
Does a firm need technical staff to get started?
No. Guided setup walks you through creating agents, adding knowledge, and building workflows without technical expertise.