Active Brains · Capability library

Your next AI project is already on this page.

Most of this work already crosses three or four systems and at least one person's memory. The meeting ends in one tool. The commitments live in another. The follow-up, CRM update, and next report depend on someone carrying the context between them. The seventy-one routines on this page turn those handoffs into software.

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Capability patterns
6
Buildable routines
71
Launchpad stacks
6
Systems we can connect
90+
01
Capabilities

Different companies. The same six kinds of repeated work.

Most companies don't have seventy-one different AI problems. They have a handful of recurring handoffs: what happened in the meeting, what needs a reply, what changed in the pipeline, what someone needs before the next decision, what leadership needs to see, and what nobody can afford to miss. Those are the six patterns below.

CAP-01

Meeting to Motion

Turn a transcript into the decisions, actions, records, and follow-ups that should exist after the meeting.

Examples
Meeting action planClient call follow-upLeadership decision logInterview follow-throughProject handoff
CAP-02

Inbox to Answer

Sort incoming work, identify what needs a response, and prepare the reply for a person to approve.

Examples
Executive inbox triageNeeds-a-reply digestProspect reply deskCandidate reply assessmentWarm intro follow-through
CAP-03

Pipeline and Records

Keep the CRM, ATS, tracker, or system of record current without asking people to enter the same information twice.

Examples
After-call CRM updaterPipeline hygiene queueLead intake to pipelineCandidate pipeline updaterStalled relationship reengagement
CAP-04

Briefing and Prep

Pull scattered context into a short briefing before someone has to make a decision or enter a conversation.

Examples
Morning operating briefPre-meeting briefAttendee researchBoard meeting prepWeek-ahead plan
CAP-05

Reporting Engine

Assemble recurring updates from known sources, then draft the narrative a leader, client, board, or team actually needs.

Examples
Weekly leadership reportBoard or investor updateWeekly cash updateMarketing and website reportTeam progress digestLiving portfolio document
CAP-06

Watchtower

Watch defined systems for a condition that matters, then alert the right person with the context and next move already prepared.

Examples
Commitment sweepContract renewal watchCalendar health monitorMonth-end close trackerOverdue invoice follow-throughGoal drift alert
02
One routine, end to end

A client call ends. The system picks up the thread.

This is what one routine looks like when it stops being a prompt and starts becoming software. The transcript is only the trigger. The work is carrying context forward, checking what already exists, putting a person at the gate, and leaving the business cleaner than we found it.

Example routine
Client call follow-up
One meeting becomes the follow-up, the account record, and the next move. Nothing sends until a person says it is right.
  1. 01
    Ingest

    The call ends

    The transcript, attendees, and meeting date arrive together.

    FathomGoogle Calendar
  2. 02
    Extract

    What happened

    Decisions, commitments, owners, dates, risks, and open questions are pulled out.

  3. 03
    Enrich

    Bring the history in

    The account, open deal, prior conversation, and existing next step join the record.

    HubSpot
  4. 04
    Draft

    Prepare the work

    The client email, CRM note, and assigned next steps are drafted together.

    GmailAsana
  5. 05
    Reconcile

    Check the record

    Existing commitments and tasks are compared so the system does not create duplicates.

  6. 06
    Human gate

    Show the evidence

    A person sees the source, edits the promise, and approves what happens next.

  7. 07
    Write and observe

    Finish the loop

    The approved work is saved, routed, and logged so the next run can be better.

    HubSpotAsana
Prepared output
Client follow-upSend-ready, but still waiting for approval.
Prepared output
Account updateActivity, next step, date, and suggested stage.
Prepared output
Assigned workOwners, due dates, and the evidence behind each task.
03
Routine library

Seventy-one jobs that keep coming back.

A call ends in Zoom. The action items go into someone's notes. The CRM waits. The follow-up depends on memory. Each routine below names one of those gaps: the work people still carry between the systems that were supposed to carry it for them.

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04
Launchpads

Sometimes one problem pulls the others into view.

One routine rarely stays alone. The meeting creates the follow-up. The follow-up creates the CRM update. The CRM update changes the pipeline report. Launchpads show that chain. We still build it one trusted loop at a time.

Go to market

Revenue Launchpad

For the team taking more calls than the CRM reflects.

  • Lead intake to pipeline
  • Prospect reply desk
  • After-call CRM updater
  • Proposal follow-up cadence
  • Pipeline hygiene queue
  • Stalled-deal reengagement
  • Weekly pipeline readout
Executive team

Leadership Operating System

For leaders who make decisions faster than the company records them.

  • Daily priority brief
  • Leadership action recap
  • Decision log
  • Delegation sweep
  • Goal drift alert
  • Week-ahead plan
  • Weekly leadership report
Finance

Finance Control Room

For the team rebuilding the same control picture every week.

  • Weekly cash update
  • Month-end close tracker
  • Budget variance commentary
  • Contract renewal watch
  • Overdue invoice drafts
  • Subscription waste review
  • Board reporting pack
Talent

Hiring Desk

For hiring teams where good candidates go quiet between conversations.

  • Candidate reply assessment
  • Interview action capture
  • Candidate follow-up drafts
  • ATS update proposals
  • Hiring manager update
  • Stalled-candidate reengagement
Professional services

Client Delivery Stack

For teams whose promises are scattered across calls, inboxes, and status documents.

  • Client pre-meeting brief
  • Meeting action plan
  • Client follow-up draft
  • Client next-step log
  • Open commitments tracker
  • Billable-hours recap
  • Weekly client status report
05
Integrations

The work already lives somewhere. The software has to meet it there.

A useful routine can't sit beside the business in one more tab. It has to reach the inbox, CRM, calendar, documents, and databases where the work already happens. Sometimes that's a native integration. Sometimes it's an API, webhook, export, shared folder, or forwarded email. The connection matters less than whether the work moves.

Google Workspace

GmailCalendarDriveDocsSheetsMeetFormsAnalytics

Microsoft 365

OutlookExchangeCalendarTeamsSharePointOneDriveExcelWordPower BIDynamics 365

Communication and meetings

SlackZoomCalendlyCal.comFathomFirefliesGranolaGongOtterTwilioTelegramDiscord

CRM and revenue

HubSpotSalesforceAttioPipedriveCloseCopperAffinityZoho CRMClayApolloSalesloftOutreachAshby

Work management

NotionAirtableLinearAsanaMonday.comClickUpJiraTodoistCodaSmartsheetTrelloBasecamp

Files, documents, and contracts

DropboxBoxDocuSignPandaDocAdobe AcrobatEgnyte

Finance, commerce, and people

QuickBooksXeroRampBrexStripeShopifyBill.comGustoPlaid

Data, product, and development

GitHubGitLabSentryPostHogSupabasePostgreSQLMySQLSnowflakeBigQuerySegmentMixpanelVercelCloudflareHex

Support, marketing, and intake

IntercomZendeskPylonMailchimpCustomer.ioTypeformJotformWebflowWordPressYouTube

LinkedIn, X, WhatsApp, iMessage, and other approval-gated platforms are case by case. They aren't impossible. Access is the variable. REST, GraphQL, webhooks, MCP, CSV, SFTP, database access, forwarded email, and shared folders are all valid integration paths.

06
How we build

The idea is the easy part. Making it dependable is the work.

Most implementations fail in the distance between a useful demo and the messy week it has to survive. We start narrow, connect the real systems, and keep a person at the gate until the output earns more room.

01

Start with the repeated job

One trigger. One source of truth. One owner. One output somebody can check faster than they can recreate.

02

Connect the real systems

Once the work is right, wire it into the inbox, CRM, calendar, documents, or tracker where the team already works.

03

Let autonomy be earned

The system shows its evidence and a person approves the promise. The gate opens only after quality holds.

What we won't promise.

  • No external message sends itself on day one.
  • No financial action or material record change happens without review.
  • A connector is only as reliable as the access the platform allows.
  • We don't build a universal assistant and pretend it can watch everything.
  • Fragile scraping isn't infrastructure.
Bring us the repeated work

You don't need to name the AI system.

Tell us what the team keeps doing, where the source material lives, and what should exist when the work is finished. That's enough to start.

Show us the work →