Swingside builds AI agents and automated workflows that run your repetitive work around the clock — inside your rules, with a person in the loop where it counts.
Free 45-minute diagnostic · You keep the opportunity map either way
The shift
Most operations still run at the speed of whoever is at their desk. We move the repetitive part to machine speed, and keep your people on the decisions that need them.
By hand
On autopilot
Automations
Claims intake
4,182 documents processed today
4,182
4,182
3,930
252
Illustrative console
How it works
Every automation we build runs the same four-step loop, so you always know what happened, why, and who approved it.
An agent picks up the email, document, ticket, or event as soon as it arrives.
It works out what needs to happen, using your data and your procedures.
Your rules gate the action. Anything uncertain or high-stakes goes to a person.
It updates your systems, logs what it did, and moves on to the next one.
Systems shipped
Since 2023
Median time to production
First release
Client retention
Repeat engagements
Manual work automated
Annualized, all clients
Where it applies
We work across departments. The best first project is usually the process someone on your team already dreads.
Invoice matching, reconciliation, month-end close
Lead research, enrichment, CRM updates
Ticket triage, drafted replies, escalation
Intake, scheduling, status reporting
Candidate screening, onboarding, policy answers
Contract review, document checks, audit prep
Vendor onboarding, PO matching, renewals
Access requests, alert triage, runbooks
Capabilities
Every engagement starts from the same question: what is the slowest, most manual thing your team does, and what would it take to make it disappear?
Digital teammates that take a task from start to finish.
The handoffs between your systems, finally automated.
Every PDF, email, and form turned into structured, usable data.
Internal platforms with AI built in, not bolted on.
Guardrails
We are a small senior team, which means the people you meet on the first call are the people building your automation — and the people answerable for how it behaves.
You decide what runs on its own and what needs sign-off. Low-confidence work is routed to a person, not guessed at.
What came in, what the AI decided, and what it changed. When someone asks why, the answer is already written down.
Every automation is tested against your real cases, then re-tested whenever a model or prompt changes.
Your repos, your cloud accounts, your data. No proprietary runtime and no license to keep paying.
Selected work
A few engagements we can talk about — each one starting with the problem as the client described it, and what we found when we looked closer.
89%
Reduction in handling time
Ability Builders Consulting Co.
A tailored candidate intake portal and pipeline for Ability Builders Consulting Co. reduced per-candidate handling time by 89% and cleared a 9,000-candidate backlog.
30%
Increase in online sales
PureLuxe Wellness
A complete ecommerce store for PureLuxe Wellness, featuring a custom product catalog, shopping cart, and checkout process.
How it goes
The same shape every time, whether it is a single agent or a company-wide rollout.
A working session with your team to find where time and money actually leak. You leave with a written opportunity map and a rough ROI model — whether or not you hire us.
Architecture, scope, and a milestone plan you sign off on before any build work starts.
Two-week sprints with a working demo at the end of each one. You get access to the repo and a staging environment from day one.
Load testing, security review, observability, and runbooks. We treat "it works on staging" as the halfway point.
Documentation, recorded walkthroughs, and paired sessions with your engineers. You own the code outright — plus a support window on every engagement.
Start here
A 45-minute call, no deck. We will map where the time is actually going and tell you what AI can safely take over — including when the answer is nothing.
Typical reply within one business day