The Library · By industry

AI agents for consulting firms

What a custom agent looks like inside a professional consulting practice — the ten roles in your language, and what each plugs into in a firm running a CRM, a project system and time tracking.

last reviewed

A consulting firm sells the time of people who are expensive, which means every hour those people spend on administration is the most costly overhead in the business. Proposals get written from scratch. Time gets reconstructed on Friday. Deliverables get assembled from prior work nobody can find. Knowledge from a finished engagement leaves when the consultant does. None of that is the work clients pay for, and all of it lands on the people whose hours are worth the most.

What an agent plugs into here

The honest version of "does it integrate with my software." These are the systems this industry actually runs on, and what each one means for a build.

CRMBusiness development

HubSpot, Salesforce or a lighter tool. Holds the pipeline and, when maintained, the history of what was discussed — which is exactly what proposal drafting needs.

Project and resource managementDelivery

Where engagements, staffing and budgets live. The system that determines whether you can say yes to work starting in March.

Time and billingRevenue

The number everything depends on, entered least reliably. Anything that captures time passively changes firm economics more than any other single change.

Document and knowledge storagePrior work

SharePoint, Google Drive or a document system holding every deliverable the firm has produced. The most valuable and least accessible asset in most practices.

Proposal and contractingSales

Statements of work, master agreements and e-signature. Where deals slow down for reasons that have nothing to do with the client's interest.

ExpensesCost recovery

Client-billable expenses which, when not captured promptly, simply do not get billed.

Meetings and callsClient work

Where the substance happens and where the record usually does not get made.

The ten agents, in your language

Each of these is a real build, not a feature of a product you already pay for. Follow one through to see how it works in general.

The Follow-Up

Nothing you are owed gets dropped.

  • Proposals outstanding with prospects who have gone quiet
  • Statements of work awaiting signature before work can start
  • Client deliverable inputs promised and not provided

The Intake

Whatever arrives, in whatever format, becomes a clean record.

  • Inbound inquiries triaged and routed with context before anyone calls back
  • Client-provided data and documents filed against the engagement
  • Referral introductions captured rather than lost in an inbox

The Drafter

Writes the recurring document from your own past work.

  • Proposals assembled from your own past engagements and this client's situation
  • Deliverable first drafts built from prior work and current findings
  • Status reports written from the project record rather than from memory

The Watcher

Knows what expires, renews or comes due — and says so first.

  • Engagements approaching their end with no follow-on conversation
  • Master agreements and rate cards expiring
  • Milestone and deliverable dates against what has actually been produced

The Answer Desk

Answers from your own records, not from the internet.

  • "Have we done work like this before?" — answered from the firm's own deliverables
  • What we committed to in the statement of work, asked mid-engagement
  • Internal methodology and template questions from new consultants

The Scribe

The conversation becomes the record, without anyone typing it up.

  • The client meeting becomes notes, decisions, actions and a follow-up
  • The workshop becomes a structured record rather than photographs of a whiteboard

The Reporter

Assembles the recurring report from systems that do not talk.

  • Utilization and realization by consultant and by engagement
  • Pipeline against capacity for the next quarter
  • Engagement profitability including unbilled time and expenses

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Time recorded against calendar and meeting activity, to surface what was missed
  • Expenses incurred against expenses billed to clients
  • Invoices against the statement of work's fee schedule

The Connector

Two systems that do not talk, now talking.

  • CRM and project management, so a won deal becomes a staffed engagement
  • Time and billing
  • Document storage and the project record

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • Scope change requests checked against the statement of work
  • Rate and discount exceptions against firm floors
  • New engagement acceptance against capacity and fit criteria

Worth a conversation?

Start a conversation