AI Operations Partner

Turn your most expensive workflow into a production AI system.

We map the work, build the system, train the team and operate it until the business metrics improve.

Professional-services workflowsHuman oversight by design
Makersclaw Ops

Live workflow

Revenue Research Operations

Operational

Cost / Report

-62%

vs. baseline

Cycle Time

2.4 hrs

vs. 18.7 hrs

Accuracy

97.3%

evaluation pass

Adoption

84%

active users

deploy workflow revenue-research / production

The implementation gap

Your team does not need another AI pilot.

It needs a production system around work that already matters: with integrations, evaluation, accountability and a workflow people can actually operate.

Move from isolated prompts to a team workflow with clear ownership.

Move from a polished demo to outcomes measured in production.

Where we start

Operations that should not depend on manual heroics.

We begin in revenue and client operations: the knowledge-heavy work that creates the most drag when information, decisions and handoffs stay fragmented.

Discuss a workflow

01

Revenue operations

Turn account research into reviewed next actions.

Connect research, signals, CRM hygiene, campaign recommendations and outreach preparation in one approval-aware flow.

Client delivery

Make every client update easier to prepare—and harder to miss.

Gather project signals, identify blockers, prepare QBRs and keep the right people informed without turning reporting into a weekly scramble.

Knowledge operations

Give support teams context, not another dashboard.

Classify requests, retrieve company knowledge, draft approved resolutions and expose recurring issues before they become operational debt.

A system, not theatre

A deliberate path from observation to operation.

  1. 01

    Observe

    Shadow the work. Capture inputs, decisions, exceptions, handoffs and the actual cost of delay.

  2. 02

    Redesign

    Separate automation from judgment, then define the approvals and escalation paths that keep control visible.

  3. 03

    Deploy

    Integrate the workflow into the tools your team already uses, with evaluations, permissions and runbooks.

  4. 04

    Operate

    Monitor production outcomes, improve reliability and keep expanding the work that proves its value.

One workflow. One accountable owner. One outcome your team can see.

Start with the operating brief

Find the work that is ready to become an operation.

Bring us the backlog, reporting bottleneck or manual handoff holding a team back. We’ll map what changes, what stays human and how success will be proven.

Book a workflow conversation
Built around a measurable baseline from day one.