Kairos Garage

Telos Private Office  ·  March 2026

AI Agents for Telos

10 autonomous agents to replace repetitive operational work across finance, compliance, scheduling, and business development.

Skills vs. Agents

Both use AI. The difference is who drives.

Skills

  • User-driven — you start a conversation and guide it
  • Open-ended input — requires back-and-forth to shape the output
  • Creative / bespoke — each run produces something unique
  • Examples: SOP Generator, Deal Memo, Financial Model

Agents

  • System-driven — triggered by schedules, events, or upstream agents
  • Structured input — data comes from calendars, QBO, files, dates
  • Predictable output — same format every time, ready for review
  • Examples: 1099 Checker, Meeting Notes, Schedule Formatter

The Agent Test

Could a junior-to-mid-level employee do this if you handed them the inputs and told them what output you wanted? If yes, it's an agent.

10 Agents for Telos

Organized by function. Each runs autonomously on schedule or in response to events.

Meeting Notes Processor
Transcription → structured notes + action items
Alyssa
RAP Schedule Formatter
Meeting request → calendar check → RAP block
Alyssa
Client Outreach Drafter
Prospect research → personalized email drafts
Davy
Client One-Pager Generator
Client data → branded portfolio summary
Greg
Delaware Filing Assistant
Calendar date → filing reminders + tax calculation
Katherine
Multi-Entity Budget Template
Month-end → consolidated budget + variance report
Katherine
Sales Tax Filing Checker
Filing deadline → nexus check + compliance report
Katherine
QBO Account Mapper
New client QBO → mapped to Telos template
Sarah
Chart of Accounts Validator
After mapping → validate structure + flag issues
Sarah
1099 Compliance Checker
Quarterly → vendor threshold check + W-9 status
Sarah

Meeting Notes Processor

Trigger: File drop / transcript Owner: Alyssa Integrates: Google Drive

What It Does

Watches for new transcriptions from Plaud, Wudpecker, or Otter. Automatically parses speaker attribution, extracts key decisions with owners and timelines, pulls out action items with priorities, and formats everything into a structured markdown summary.

How It Works

Triggered when a new transcript file lands in a watched Drive folder. The agent reads the full transcript, identifies speakers, categorizes discussion topics, and outputs a structured document with Decisions, Action Items (table format), Discussion Summary, Follow-ups, and Parking Lot items. Posts to Slack for team review.

Problem Today

Alyssa manually processes meeting transcripts: reading through 30-60 minute recordings, hand-extracting action items, formatting notes, and distributing to the team. This takes 20-40 minutes per meeting, sometimes longer for complex sessions.

Time Saved per Week

2-4 hrs

At 4-6 meetings/week, 20-40 min each. Agent reduces to a 2-minute review of the formatted output.

RAP Schedule Formatter

Trigger: Slack request / after meeting notes Owner: Alyssa Integrates: Google Calendar, Gmail

What It Does

Takes a meeting request (who needs to meet, about what, by when) and produces a polished RAP (Rapid Action Plan) block: 3 proposed time slots pulled from real calendar availability, attendee list, purpose statement, pre-read materials, and response deadline.

How It Works

Triggered via Slack command or as a downstream agent after Meeting Notes Processor identifies follow-up meetings. Pulls calendar availability via Google Calendar, finds 3 genuinely different time windows, formats the RAP block, and posts to Slack. On approval, creates the calendar event and sends the invite via Gmail.

Problem Today

Scheduling executive meetings requires checking multiple calendars, proposing times, formatting the request professionally, and following up. The back-and-forth typically takes 15-30 minutes per meeting and often spans multiple days.

Time Saved per Week

2-3 hrs

At 5-8 scheduling requests/week, 15-30 min each. Agent handles the full cycle in under a minute, including calendar lookups.

Client Outreach Drafter

Trigger: After prospect research Owner: Davy Integrates: Gmail

What It Does

After Outrider's prospect-research agent completes a research brief, this agent drafts personalized outreach emails. Handles cold outreach, warm intros, follow-ups, deal introductions, and re-engagement. Each email is under 200 words with a specific value prop and clear CTA.

How It Works

Runs automatically after prospect research completes. Reads the prospect brief, identifies the best email type, drafts 1-2 variants with personalized hooks tied to the prospect's situation. Posts drafts to Slack for Davy's review. On approval, queues via Gmail MCP.

Problem Today

Davy manually writes outreach emails after reviewing research, spending 15-25 minutes per prospect crafting personalized messaging. The gap between research completion and outreach often means lost momentum.

Time Saved per Week

3-5 hrs

At 8-12 prospects/week, 15-25 min each. Agent drafts immediately after research completes. Davy reviews and sends in 2-3 minutes.

Client One-Pager Generator

Trigger: New client onboarded Owner: Greg Integrates: Google Drive

What It Does

Generates a branded single-page portfolio summary for new clients. Includes company overview (2-3 sentences), key metrics (3-5 numbers), services provided, key contacts, and next steps. Output follows one of three layout options: left-right split, top-bottom, or card-based.

How It Works

Triggered when a new client folder is created in Drive or via Slack command. Agent pulls available data from the onboarding docs, applies the appropriate portfolio brand template, generates the HTML one-pager, and uploads it to Drive. Posts a preview to Slack for Greg's approval.

Problem Today

Greg creates client one-pagers manually, gathering data from multiple sources, formatting to brand guidelines, and ensuring every word earns its space. Takes 45-90 minutes per client, and often gets deprioritized.

Time Saved per Month

3-6 hrs

At 2-4 new clients/month, 45-90 min each. Agent produces a review-ready draft. Greg refines in 10 minutes.

Delaware Filing Assistant

Trigger: Monthly schedule Owner: Katherine

What It Does

Monitors Delaware annual filing deadlines across all Telos entities. Calculates franchise tax using both methods (Authorized Shares and Assumed Par Value), recommends the lower amount, verifies registration status, and alerts before deadlines. Tracks annual report requirements and reinstatement procedures if needed.

How It Works

Runs on a monthly schedule with increased frequency in April-May (ahead of June 1 deadline). Reads entity data from the project context, calculates tax obligations per entity, checks status against last year's filing records, and posts a compliance summary to Slack. Flags any entities at risk of penalties.

Problem Today

Katherine manually tracks filing dates across 10+ entities, calculates franchise tax using both methods to find the lower amount, and cross-references registration status. A missed deadline means a $200 penalty plus 1.5% monthly interest.

Time Saved per Year

8-12 hrs

Concentrated around filing season. Agent eliminates the manual calculation and tracking entirely. Katherine reviews and files.

Multi-Entity Budget

Trigger: Month-end date Owner: Katherine Integrates: QuickBooks, Google Drive

What It Does

Generates consolidated monthly budgets across all Telos entities. Pulls actuals from QBO, projects forward based on historical trends, handles intercompany transaction eliminations, and produces variance analysis comparing actuals to budget. Full P&L structure from Revenue through Net Income.

How It Works

Triggered at month-end. Connects to QuickBooks to pull actual figures per entity, applies budget assumptions from the project context, eliminates intercompany transactions, consolidates, and generates the multi-tab report. Uploads to Drive and posts a variance summary to Slack highlighting any line items >10% off budget.

Problem Today

Katherine pulls data from QBO for each entity, manually consolidates, eliminates intercompany transactions, and builds the variance report. This is a full-day process every month-end, highly error-prone at the intercompany elimination step.

Time Saved per Month

6-8 hrs

From a full day of manual work to a 30-minute review of the agent's output. Intercompany eliminations are automated and consistent.

Sales Tax Filing Checker

Trigger: Monthly / filing deadline Owner: Katherine Integrates: QuickBooks

What It Does

Tracks sales tax obligations across all states where Telos entities have nexus. Performs nexus analysis (physical, economic, click-through, affiliate), verifies registration status per state, reviews filing history for discrepancies between GL and filed returns, and builds a 12-month filing calendar with all deadlines.

How It Works

Runs monthly, pulling sales data from QBO to check against state thresholds (most states $100K, CA $600K, WA $1K). Cross-references filed returns against GL totals to catch discrepancies. Posts a compliance dashboard to Slack showing upcoming deadlines, registration status, and any flagged issues.

Problem Today

Multi-state sales tax compliance requires tracking different thresholds, filing frequencies (monthly/quarterly/annual), and registration status. Katherine manually cross-references sales data against each state's rules. A missed filing means penalties and interest.

Time Saved per Month

3-5 hrs

Monthly compliance review drops from a half-day project to a 15-minute review of the agent's flagged items.

QBO Account Mapper

Trigger: New client QBO access Owner: Sarah Integrates: QuickBooks

What It Does

Maps a new client's QuickBooks Online chart of accounts to the universal Telos template (1000-7999 ranges). Analyzes each account's type, balance, and usage patterns. Assigns confidence levels (High/Medium/Low) to each mapping. Generates a formal mapping table with implementation notes.

How It Works

Triggered when a new client's QBO access is granted. Agent pulls the full chart of accounts via QuickBooks, analyzes each account against Telos template ranges (Assets 1000-1999, Liabilities 2000-2999, etc.), generates the mapping with confidence scores, and posts to Slack for Sarah's review before implementation.

Problem Today

Sarah manually reviews each client's chart of accounts, matches them one by one to the Telos template, documents the mapping, and implements changes in QBO. A single client onboarding takes 2-4 hours of focused mapping work.

Time Saved per Client

2-3 hrs

Agent produces the full mapping in minutes. Sarah reviews the Low-confidence mappings (typically 10-15% of accounts) and approves.

Chart of Accounts Validator

Trigger: After QBO mapping completes Owner: Sarah Integrates: QuickBooks

What It Does

Validates the newly mapped chart of accounts against best practices. Checks numbering conventions, account name consistency, type classifications, identifies redundant or dormant accounts, and flags consolidation opportunities. Produces a validation report with Critical/Major/Minor severity levels.

How It Works

Runs automatically after account mapping completes. Reads the mapping output, runs validation checks (non-standard ranges, gaps, duplicates, ambiguous names, misclassified accounts, too-granular breakdowns), and generates an action plan. Posts findings to Slack with a prioritized fix list.

Problem Today

After mapping, Sarah manually audits the structure for consistency issues. This is tedious, detail-oriented work that often gets abbreviated due to time pressure, leading to reporting inconsistencies discovered months later.

Time Saved per Client

1-2 hrs

Validation runs automatically after every mapping. Catches issues that manual review misses. Sarah focuses only on the flagged items.

1099 Compliance Checker

Trigger: Quarterly / year-end Owner: Sarah Integrates: QuickBooks

What It Does

Checks 1099-NEC compliance across all vendors. Identifies vendors approaching or exceeding the $600 threshold, verifies W-9 status, confirms entity type exemptions (C-Corps exempt), and produces a filing-ready compliance checklist. Catches missing W-9s before the January 31 deadline.

How It Works

Runs quarterly with an intensive year-end pass. Pulls vendor payment data from QBO, cross-references against W-9 records, applies exemption rules (C-Corps, certain LLCs), flags vendors within 80% of the threshold as "approaching," and generates the complete 1099-NEC filing list with action items for missing documentation.

Problem Today

Year-end 1099 prep is a scramble. Sarah manually pulls vendor lists, checks payment totals, chases down missing W-9s, and verifies entity types. The January 31 deadline creates a compressed, stressful window. Quarterly checks would help but rarely happen due to time constraints.

Time Saved per Year

10-15 hrs

Year-end prep drops from 2-3 full days to a half-day review. Quarterly checks happen automatically, catching issues early instead of in January.

Start Here

Two agents that deliver value fastest with the simplest setup.

Meeting Notes Processor

  • Lowest MCP dependency — only needs Google Drive (already available)
  • Immediate daily value — every meeting produces output
  • High visibility — the whole team sees structured notes in Slack
  • Zero risk — produces a draft for review, never takes action
  • Feeds the next agent — identifies follow-up meetings for the RAP formatter

RAP Schedule Formatter

  • Natural downstream chain — triggers after meeting notes extract follow-ups
  • Proves the MCP model — Google Calendar integration validates the per-agent integration pattern
  • Eliminates scheduling ping-pong — the most universally frustrating task
  • Quick win — visible time savings within the first week
  • Template for more — once Calendar integration works, it unblocks other scheduling agents

Implementation Plan

Week 1: Configure Google Drive + Calendar integrations, build agent prompt templates, set up Slack channels   |   Week 2: Deploy Meeting Notes Processor, run in shadow mode alongside manual process   |   Week 3: Deploy RAP Scheduler chained to Meeting Notes, begin live operation   |   Week 4: Review, tune, plan next agent batch

Let's Build

10 agents. 30+ hours saved per month. Start with two, prove the pattern, scale from there.

Ready to Proceed?

Approve the Meeting Notes + RAP Scheduler as the first two agents. Kairos will have them running within two weeks.

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