Free Workforce AI audit

Tell us what eats your week. We'll tell you where AI fits.

A no-pitch session for teams figuring out where to start with AI — and a deeper technical review for teams already running it in production. Either way, you walk away with a plan, not a proposal.

Two kinds of audit. Pick the one that fits.

Most people fit cleanly into one track. If you're between them, start with the Starter audit — it's free.

Free · 30 minutes

Starter audit

For business owners, ops leads, and founders who haven't deployed AI yet — or tried it once and weren't sure what to do next.

A no-pitch conversation about your business. Tell us what eats your week. We'll tell you where Workforce AI would actually move the needle — and where it wouldn't.

What your team spends the most time on (and which of it is repeatable)
Which of the seven Workforce AI products would fit, ranked by impact
An honest read on where AI is not the right fix yet
A short written summary, no deck, no follow-up call required

Cost: Free
Time: 30 min call + writeup
You leave with: A plan, not a proposal

Book a starter audit

Scoped engagement

Production review

For teams already running LLMs, agents, RAG, or AI features in production who want a senior engineer to pressure-test the implementation.

A deeper technical audit of the AI you're already shipping. We look at architecture, prompts, cost, reliability, and risk — then give you a prioritized punch list of what to fix first.

Architecture, model selection, and fallback strategy review
Prompt quality, context management, and output validation audit
Cost-per-call and latency analysis with optimization paths
Security, privacy, bias, and compliance pressure-test

Cost: Scoped per engagement
Time: 2–3 weeks
You leave with: A written report + roadmap

Scope a production review

Inside the production review

What we actually look at

If you're already running AI in production — LLMs, agents, RAG, an in-house tool — here's what the deeper review covers. The Starter audit doesn't go this deep, and doesn't need to.

Model selection & usage

Right model for the job
Version management
Fallback strategies
Multi-model orchestration

Prompt engineering

Prompt quality & consistency
Context management
Output validation
Error handling

Cost & performance

Token usage optimization
Response time analysis
Caching strategies
Rate limiting

Integration & infrastructure

API usage patterns
Error handling
Monitoring & logging
Scalability design

How it works

Same four steps either way. Starter takes a week. Production review takes two to three.

Tell us what eats your week

A 30-minute conversation about your business or your existing AI deployment. No prep required.

We look at the real picture

Starter: we map your week against the seven Workforce AI products. Production: we read the code, the prompts, and the cost dashboards.

You get a written plan

Ranked recommendations, with the easy wins called out separately. Plain English, not a vendor pitch.

You decide what to do next

Build it yourself, use a Workforce AI product, or have us build it with you. We'll tell you which is best — even when it isn't us.

What you walk away with

Plain-English summary either way. The production review goes deeper.

Written summary of where AI would (and wouldn't) help

Ranked list of opportunities, easy wins called out

A clear next step — even if it isn't hiring us

For production reviews: code, prompt, and cost audit report

For production reviews: prioritized fix roadmap

For production reviews: risk and compliance writeup

If you already know what you need

Skip the audit and go straight to the product or build.

Browse Workforce AI products

Stream, Answer, Draft, Respond, Ops, Align, Vision — see all seven and what each one takes off your team's plate.

See products

Start a custom build

When the products don't fit, our studio ships custom Workforce AI on the same platform our products run on.

Talk to us

Still on the fence? Start with the free one.

Thirty minutes, no pitch, no obligation. You'll know more about where AI fits your business than most of your competitors.

Book the free Starter audit