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Industry

Professional Services

Knowledge intelligence, proposal workflows, and engagement-margin tools for firms that bill on time, expertise, or both.

01Operating reality

What the work usually looks like.

A consultancy, agency, or specialty firm with engagements run out of project tools (Asana / Jira / Smartsheet), knowledge in Notion or Google Workspace, and finance in QuickBooks or NetSuite. Senior people lose hours per week reconstructing context from past engagements. Proposals are slow to draft. Realization is opaque until the engagement is mostly done.

Architecture sketch for Professional Services: systems of record, AI layer, and human approval gate
Typical systems we sit overNotionGoogle WorkspaceSlackAsana / JiraNetSuiteQuickBooksZoom
02Bottlenecks

Where we tend to find the constraint.

  • Senior partners as a bottleneck for context that should be searchable
  • Proposals drafted from scratch when 70% of the content is reusable
  • Engagements going over-budget without anyone noticing until close
03Workflows we ship

What we typically build for operations like yours.

Searchable engagement memory, find the exact paragraph from a past project

Proposal and SOW drafting from a structured input form, with partner sign-off

Time-and-materials margin alerts on running engagements

Action-item extraction and ownership routing from meetings

Knowledge-base curation: what to publish, what to retire

04Why HITL matters here

Where the human gate goes, specifically for this industry.

In professional services the deliverable is judgement. AI surfaces and drafts; partners and engagement leads approve, edit, or rework before anything reaches a client. We design the search and proposal surfaces around that constraint, not around it.

Talk to us

Have an operation in this shape?

We'll start with a 2-week Discovery against your real systems. If we're not a fit we'll say so on the call and point you somewhere useful.