Leversmith is the fractional AI team for small businesses. Like a blacksmith at the forge, we shape AI agents into tools your operation actually uses. Two to three shipped in fourteen days, tuned every month, sturdy enough to run for years. Not flashy. The reps add up.
Most owners we talk to have already tried two or three things. The cheap stuff didn't ship. The expensive stuff wasn't worth it. Leversmith is the productized middle: a real team, working on your operation, billed monthly like any other vendor.
Cheap and accessible, but you have to know exactly what to build, integrate it yourself, and own every problem. Most owners give up before anything reaches production.
Two weeks of onboarding ships your first agents. Then a real team handles tuning, reporting, and quarterly upgrades on a fixed monthly retainer.
Hiring an AI lead takes 6 to 12 months and saddles you with one person's perspective. Leversmith delivers in weeks, costs less per year, and brings a whole team's reps.
One-time setup gets your agents shipped. Monthly retainer keeps them tuned, reported on, and growing. No hidden hours. No surprise invoices. Cancel any time after the first six months.
Limited-time launch offer: setup is free on every tier.
For solo owner-operators with one specific workflow they want fixed.
Most owners' sweet spot. Two agents, a monthly call, a quarterly upgrade.
For $5-15M operators treating AI as core infrastructure. Dedicated team contact.
Every client follows the same path. Standardized so we ship on time. Here's what the two weeks look like.
You receive a welcome packet, onboarding portal access, and a short intake survey. We schedule your kickoff call for day 3, and you start thinking through what your first agent should be.
Welcome packet · Portal accessSenior implementation lead and your account contact walk through the workflows. We confirm the data sources, lock the scope, and agree on the metrics we'll use to grade success in 90 days.
Workflow doc · KPI agreementTool integrations get wired. CRM, email, scheduling, voice, whatever your agents need to read and write. We work in your tenant, not ours. You hold the keys.
Integrations live · Auth verifiedFirst agent built around your operation and your data. Evaluated against a held-out sample of your real workflows. By Friday it's behaving the way you'd want.
Agent 1 in staging · Eval scorecardYou review Agent 1, tell us what to adjust, we adjust. Agent 2 enters build. By Friday, Agent 1 is ready for production traffic and Agent 2 is in your hands for a final review.
Agent 1 production-ready · Agent 2 in stagingOne-hour session with you and your key staff. Recorded for the team. We hand over runbooks, dashboards, and an escalation path.
Runbooks delivered · Training recordedBoth agents in production. Your AI ops associate watches the first week of traffic alongside you. Monthly retainer kicks off.
Live in production · Retainer beginsThe retainer isn't access. It's a real team doing real work on your operation every month. Here's what lands in your inbox between days 30 and 365.
Auto-delivered the first business day of every month. Agent uptime, accuracy, hours saved, dollar impact, and the KPI delta vs your onboarding baseline. No spreadsheet wrangling required.
Thirty minutes with your AI ops associate to review the dashboard, surface anomalies, and decide what to adjust. Owner-led conversation, not a status meeting. We come with the answers, not the questions.
Once a quarter we ship a fresh agent into your operation, or perform a major upgrade on an existing one. Scoped 30 days in advance. Built and shipped inside the quarter. No new bill.
Up to four hours a month on Growth, eight on Pro. For the inevitable "this agent did something weird, can you help" requests.
Real ways the businesses we work with are putting AI agents to work right now. Pick the ones that look closest to your operation. We'll customize them to fit. Sometimes that's a small tweak. Sometimes a full custom build. And if your need is something completely different, we'll forge it from scratch.
Reads, classifies, and drafts replies for your shared inbox. Routes the rest with full context. Owners get their inbox back.
10–15 hrs/wk reclaimedAnswers calls 24/7, books appointments straight to your calendar, takes messages, escalates when the call needs a human.
Captures 100% of after-hours callsScores inbound web forms and call transcripts. Hands hot leads straight to the rep with a brief. Drops cold ones into nurture.
2x rep time on real dealsTakes structured intake and drafts a tailored quote or proposal from your past-deal corpus. Rep reviews and ships in minutes, not hours.
60% faster turnaroundDrafts thoughtful, on-brand replies to every Google review the day it lands. Owner approves with one click. Rankings and trust both go up.
100% review reply rateWatches your AR aging. Drafts and sends polite, escalating reminders on the schedule you choose. Books to your accounting system.
DSO down 15–30%Reads vendor COIs, W9s, new-hire paperwork, contracts. Validates against your standards, flags missing pieces, files everything correctly.
90% faster onboardingHandles back-and-forth scheduling for sales reps and owners. Holds your time the way an EA would. Reschedules without friction.
No-show rate down 40%Trained on your SOPs, employee handbook, and FAQs. Your team asks it questions instead of asking you. Answers cite the source.
5+ owner hours/wk reclaimedResume parse, structured intake call with each candidate, ranked output against your rubric. Recruiter spends time on interviews, not triage.
3x candidate throughputPulls the week's numbers from your source systems. Drafts a Monday-morning digest with anomalies flagged. You read it with coffee.
5 hrs/wk per leaderDrafts platform-native posts in your voice from a content theme list. Schedules to a queue. Owner approves a week's worth in 10 minutes.
10x content throughputThe agents we ship run on Claude Cowork, Anthropic's agentic AI for real work, and we think you should know exactly what's doing the lifting.
Cowork launched in January 2026. It took the technology behind Claude Code, the AI agent that changed how software gets written, and pointed it at everyday business work instead of code. The difference matters. Most AI tools answer questions in a chat window. Cowork does the work. You point it at your files, your tools, and a goal, and it plans the steps, does them, checks its own output, and hands back something finished. It asks before it touches an app, and you can watch every move and stop it anytime.
That's the shift. For years, the AI that could actually run a business process was locked behind engineers and six-figure budgets. Cowork puts that same capability within reach of a home-services operator, an accounting firm, or a twelve-person agency, with no code and no engineering team. Work that used to require a hire now needs a well-built agent.
Here's the honest part: Cowork is the tool, not the outcome. A powerful tool in untrained hands still sits idle. What you pay Leversmith for is the craft. Choosing the right work to automate, building the agent around your actual operation, wiring it into your systems, and tuning it month after month so it keeps earning its keep. We bring the forge and the skilled hands. Cowork is the steel.
Every option below has a real use case. We exist because the most common need (working agents in production, run by a team you don't have to manage) wasn't being served well by anything else.
| Leversmith | DIY tools (Zapier, ChatGPT) | Freelancer or VA | Internal AI hire | |
|---|---|---|---|---|
| Time to first agent live | 14 days | Weekends, indefinitely | 4–8 weeks | 9–14 months |
| Year-1 total cost (typical) | $11K–36K all-in setup free right now | $2K–15K + your time | $30K–80K | $140K–220K loaded |
| Reliability of delivery | Productized SLA | You own everything | Varies wildly | Eventually reliable |
| Tuning & ongoing improvement | Monthly, included | Your job | Project-based add-on | Yes |
| You own the result | Yes, in your tenant | Yes | Sometimes vendor-locked | Yes |
We would rather be honest up front than sell you something that will not fit. Here is how to tell which side of the line you are on.
Not sure which side you are on? Tell us the workflow that is eating your week and we will tell you straight whether we can help. Book a free call.
Three recent client stories across professional services, home services, and creative agencies. Every number is measured 90 days post-launch against the baseline we agreed to during onboarding.
Leversmith shipped an intake agent that runs initial client interviews via web form, drafts the engagement letter, and pre-populates the working paper file. Two of the firm's three partners stopped doing intake entirely.
The voice agent answers every call after 5pm, books appointments straight to the dispatch board, escalates emergencies to the on-call tech. The owner's wife stopped fielding service calls at 9pm. Bookings up.
Three agents shipped: social-content drafter, review-response, and weekly KPI digest. Founder stopped writing first drafts personally. Account leads run reviews instead of writing copy.
Same lineage as the blacksmith, the wordsmith, the locksmith. Smiths take raw material and skilled hands and shape it into something more useful than what they started with. A blacksmith forges iron into tools. A wordsmith forges language into sentences that land. We forge AI into the agents that run a small business, owner by owner, with skilled hands and patient reps.
Leversmith came out of fifteen years of running operations for hundreds of small businesses. The founding observation: every owner we worked with was overspending on tooling and underspending on actually shipping. The cheap end of the market couldn't ship. The expensive end wouldn't.
Leversmith exists to be the productized middle. Fixed setup. Predictable monthly bill. A real team running your AI for you. Not flashy. Sturdy. The reps add up.
The questions every owner brings to a first call. If yours isn't here, ask it on the fit call. Honest answers, no jargon.
Book a fit call or send a note. We come prepared, we say what we think, and you leave with something useful whether you hire us or not.