◆ ai operations, done right● data-first // results, not excuses● shipping since 2024● ai operations, done right◆ data-first // results, not excuses● shipping since 2024● ai operations, done right● data-first // results, not excuses◆ shipping since 2024● ai operations, done right● data-first // results, not excuses● shipping since 2024
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Services / Workflow Automation

Hours Back.
Errors Gone.

For RevOps and IT teams whose best operators spend half their week in the swivel-chair. We engineer the integrations, retire the manual hand-offs, and hand the reclaimed hours back.

ForRevOps · IT · BizOps · Finance ops
DrivesThroughput · Accuracy · Reclaimed hours
EngagementFrom 4 weeks · Per-workflow or program retainer
Outcome  Process docs, error budgets, and a build queue you control
PlatformsWorkatoTray.ion8nZapierMakecustom code
What this service is

Get the swivel-chair work off the org chart.

Every operations team has 50 tiny manual processes that nobody writes down, copy this CRM record into that spreadsheet, route this approval, update three systems at once. We find them, automate them, and document them so they survive turnover, promotion, and the next reorg.

For ops leaders and team managers tired of watching their best people spend half their week copy-pasting between systems.

Field Note · No.04

Manual processes don't scale, they tax every hire, every promotion, every quarter, until somebody finally writes them down.

Operations Brief , UNEXPECTED404
◆ What's in scope

Eight things we ship, every engagement.

A workflow program isn't one deliverable, it's a stack. We don't pick and choose. Below is the full set we deliver against from kickoff to handoff.

01 ⌕

Process Discovery

Shadow sessions, interviews, screen recordings. We find the workflows your org chart doesn't show.

02 ⇄

Tool Integration

CRM, helpdesk, billing, comms. APIs, webhooks, middleware, whatever each system actually supports.

03 ⌥

Approval Routing

Rules-based routes, parallel reviewers, auto-escalation when SLAs slip. Bottlenecks priced and removed.

04 ↻

Data Sync

Bi-directional, idempotent, conflict-aware. Records that match across every system you ask about.

05 ◔

Notification Logic

The right person, the right channel, the right moment. No firehoses. No silence.

06 ⚠

Error Handling

Retry policies, dead-letter queues, alert thresholds. Failures are loud, scoped, and recoverable.

07 ◈

Audit Trails

Every event timestamped and attributable. SOC-2, SOX, GDPR, your compliance team gets what they need.

08 ◰

Documentation

Runbooks, architecture diagrams, ownership maps. Built so the next hire ramps in days, not quarters.

Not in scope: RPA-heavy desktop automation, IT ticketing replacement, custom CRM dev. We point you to specialists. See the engagement breakdown ↓
Live calculator

What does the swivel-chair actually cost you?

Drag the sliders to your team's profile. The number on the right is what we typically reclaim in a year. Conservative, it ignores the second-order wins on accuracy, morale, and pipeline velocity.

People affected8 people
Manual hours / person / week12 hrs
Loaded hourly cost$75
% of work we automate65
Annualized return
$0labor reclaimed
0hours / yr
, break-even
How a typical engagement runs

From kickoff to live in a quarter or less.

Five phases. Five working agreements. Each one ends with something live, measurable, and handed back to your team.

01
Wk 1

Map

Shadow your team. Document every manual process. Find the copy-paste tax.

02
Wk 2

Prioritize

Score by frequency × time. Pick the top 3 workflows to ship first.

03
Wk 3

Build

Wire the automations. Handle the edge cases. Build error logging from day one.

04
Wk 4

Hand-off

Document, train, monitor. Live workflows running with full audit trails.

05
Ongoing

Expand

New workflows monthly. Existing ones tuned as conditions change.

You should know

Five symptoms.
Five fixes. Side by side.

The left column is what we walk into. The right is what we ship. Compare them honestly to your own week, most teams recognize at least three.

Today · the manual tax
After · automated & observed
  1. 01
    Today

    Swivel-chair operations

    Same record keyed into three systems by hand. The same rep doing it five times a day, updating tabs from memory.

    →
    After

    One-touch ops

    Enter once. Propagate everywhere. Sync runs in the background while the rep talks to customers.

    Reclaim ~6 hrs / person / week
  2. 02
    Today

    Process lives in heads

    Critical workflows exist in one person's memory. They take a Friday off and the work backs up by Monday.

    →
    After

    Process lives in code

    Every workflow documented, version-controlled, observable. Vacations stop being a risk.

    Zero single-points-of-failure
  3. 03
    Today

    Silent failures

    Things break and nobody notices, until a customer emails support, or finance finds the gap a month later.

    →
    After

    Loud failures

    Errors caught at the source. Slack pings the right on-call. Runbook attached. Audit trail intact.

    Mean-time-to-detect < 5 min
  4. 04
    Today

    Approval bottlenecks

    Every request waits on one manager's inbox. Cycle time stretches from hours to days.

    →
    After

    Routed & escalated

    Rules-based routing. Parallel reviews where they make sense. Auto-escalation when SLAs slip.

    3-4× faster cycle time
  5. 05
    Today

    New hires drown

    Onboarding is "watch how Sarah does it." Sarah is already burnt out. Tribal knowledge becomes hostage knowledge.

    →
    After

    Productive day one

    Workflows in code. Onboarding becomes a checklist. Sarah finally takes the vacation she's owed.

    1 week ramp, not 1 quarter

Recognize three or more? Book the 10-minute intro call →

The work, broken out

What this actually entails.

Four phases. Each one starts by shadowing your team, never by guessing, and ends with something your people can run without us.

Phase 01 · Wk 1
  • Shadow sessions
  • Workflow inventory
  • Frequency × time score
01

Discover & Document

We sit with your team and document every manual workflow, including the embarrassing ones nobody talks about. The output is a ranked list you can actually defend in a leadership meeting.

DeliverableWorkflow atlas + priority queue
Phase 02 · Wk 2
  • API/webhook plumbing
  • Schema mapping
  • Auth & secrets
02

Integrate & Connect

Wire the systems together, CRM to helpdesk, billing to finance, marketing to sales. APIs, webhooks, middleware. Whatever each tool actually supports, in the order that unlocks the most value first.

DeliverableConnected stack + access map
Phase 03 · Wk 3
  • Triggered workflows
  • Approval routing
  • Edge-case handling
03

Automate & Route

Triggered workflows, approval routing, conditional logic, error handling. Edge cases handled explicitly on day one, not ignored until they break in production at the worst possible moment.

DeliverableLive automations + error budget
Phase 04 · Wk 4+
  • Runbooks
  • Slack alerts
  • On-call handoff
04

Operate & Observe

Logging, monitoring, alerting, and a runbook for every workflow we ship. Your team owns it after handoff, we just made the lift smaller and the failure modes louder.

DeliverableRunbook library + monitoring

Four phases · one automated layer · zero swivel-chairs

Common questions

Questions we hear every week.

If you don't see yours here, the easiest way to get an answer is to ask. We don't gate calls.

Email us a question →

Zapier, Make, n8n, Workato, Tray.io, and custom code when the workflow is complex enough to need it. We pick by what fits your team's ability to maintain it, not by what's trendy.

Frequency × time. The 30-minute thing your team does five times a day beats the 4-hour quarterly task every time. We start where the leverage is highest.

Every automation we ship has logging, alerting, and a documented runbook. Failures are loud, not silent, and the on-call person knows exactly what to do.

Yes, we usually work in close partnership with IT on security, access, and naming conventions. The goal is automations IT is comfortable owning long-term.

Encrypted in transit and at rest, scoped credentials, audit logging, role-based access. We work to your security posture, not around it.

Pairs well with

Workflow automation rarely travels alone.

Most engagements pull in one or two of these. Strategy frames the bet, data feeds the engine, and marketing automation puts it in front of customers.

View all services →
01 / StrategyPairs well

Martech Strategy

Frame the bet, platform mix, operating model, and roadmap before the build queue.

  • Stack audit
  • Roadmap
  • TCO model
→
02 / AgentsPairs well

Agentic Engineering

Production agents with tools, evals, guardrails, observability, and human handoff.

  • Tools
  • Evals
  • Guardrails
→
03 / LeadsPairs well

Lead Management

Capture, dedupe, score, route, and nurture without leaks between marketing and sales.

  • Scoring
  • Routing
  • SLA
→
04 / ProgramsPairs well

Marketing Automation

Behavior-triggered programs that ship at scale across lifecycle, nurture, and expansion.

  • Lifecycle
  • Triggers
  • Reporting
→
05 / DataPairs well

Data Management

Schemas, cleanup, enrichment, quality monitoring, and governance.

  • Schemas
  • Sync
  • Governance
→
06 / WorkflowsCurrent

Workflow Automation

Integrations and back-office workflows that remove manual handoffs.

  • Triggers
  • Routing
  • Audit
●
◆ Let's talk · 10-minute intro call

Give your team back the 30 hours they didn't know they were losing.

Manual workflow tax compounds quietly. Every new hire pays it. Every promotion triggers it. Automate the rote work and let your team do the work only they can do.

Book intro call → See case studies
30 hr
reclaimed per ops team / week, post-rollout
94%
error reduction on previously-manual data hand-offs
4 wk
first three workflows live & handed back
12+
tools stitched in a typical engagement
UNEXPECTED404

Ops that think. Data that proves it.

Services
AI OperationsMartech StrategyAgentic EngineeringLead ManagementMarketing AutomationData ManagementWorkflow Automation
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