Done-for-you AI integrations

Custom AI agents that run your busiest workflows

We design, build, and maintain lead qualifiers, support triage bots, and document parsers that deliver measurable results in production.

Tell us the workflow. We reply with what we would build.

workflow / illustrative monitored
  1. IN

    Inbound work

    Lead forms, support tickets, contracts, invoices

  2. AGENT

    Loomwork agent

    Classifies, extracts, scores, drafts

  3. REVIEW

    Human checkpoint

    Low-confidence cases go to your team

  4. OUT

    Your systems

    CRM, helpdesk, ERP, inbox

The problem

Pilots are easy. Production is the job.

Most teams have seen an AI demo and lived through a pilot that never paid off. We build the part after the demo: the system that keeps running.

Old way

  • A demo that impressed the room, then stalled before production
  • A tool your team has to babysit or learn another dashboard for
  • Prompts and logic no one documented, held by one vendor
  • No one watching it after launch

The Loomwork way

  • One workflow, one measurable outcome, agreed before we build
  • Runs inside the tools your team already uses
  • Documented, and owned by you
  • Monitored and tuned monthly, with humans reviewing where it matters

What we build

Three workflows, built to run every day

W-01

Lead-qualification agents

Every inbound lead is read, scored against your criteria, enriched, and routed to the right rep, with the reasoning attached. Your sales team spends time on conversations, not triage.

  1. Form or email
  2. Score + enrich
  3. Route to CRM

W-02

Support triage bots

Tickets are categorized, prioritized, and drafted for a first response. Anything uncertain or sensitive is flagged to a person before it goes out.

  1. Ticket
  2. Classify + draft
  3. Agent review

W-03

Contract and data parsers

Contracts, invoices, and forms become structured fields in your system. Each extraction carries a confidence flag so exceptions get checked by humans.

  1. Document
  2. Extract fields
  3. Validate + load

Have a different repeating workflow? Bring it to the review. If it is high volume and rule-shaped, we can scope it.

How we work

Built to stay in production, owned by you

Every system is documented, owned by the client, and reviewed by humans where it matters. You are never locked into a black box.

Book a workflow review
  1. STEP 1

    Review

    A workflow review call. We map one repeating workflow and agree on the single outcome that counts.

  2. STEP 2

    Build

    We design and build the agent against your real examples, wired into the tools you already use.

  3. STEP 3

    Check

    Human review points are set where mistakes cost the most. You see how it decides before it goes live.

  4. STEP 4

    Run

    It goes into production with monitoring on, and full documentation handed to you.

  5. STEP 5

    Tune

    The monthly retainer keeps it reviewed and adjusted as your inputs and rules change.

Engagement

Two ways to work together

Pick the shape that fits the workflow. The review call is where we decide which one makes sense.

Retainer

$1,000

/month

For a workflow where you want ongoing building, monitoring, and tuning from one team.

  • One workflow, one measurable outcome
  • Monitoring and monthly tuning
  • Documentation you own

Project + maintenance

$5,000

project fee

For a larger build. A one-time project fee, followed by a monthly retainer to keep it running.

  • Scoped build with a defined outcome
  • Monthly retainer after launch
  • Human review points designed in

FAQ

Questions operators ask first

Who owns the system you build?

You do. Every system is documented and owned by the client, so you are not locked into a black box.

What happens when the AI is not sure?

We design human review points into the workflow. Low-confidence or sensitive cases are routed to your team instead of being handled automatically.

What does it cost?

Two options: a $1,000 per month retainer, or a $5,000 project fee followed by a monthly retainer. We confirm which fits on the workflow review.

Which workflows do you take on?

Lead qualification, support triage, and contract or data parsing. They share a shape: high volume, repeating, and measurable.

What do I need to bring to the review?

One workflow that repeats often and costs your team time. Examples of real inputs help, but you do not need to prepare anything formal.

What does the retainer cover after launch?

Monitoring and tuning, so the system keeps working as your inputs and rules change.

Workflow review

Show us the workflow that eats your week

Describe one repeating workflow. We will come back with what we would build and how we would measure it.