Watch the real work
We sit with the people doing the job and write down every step, tool, approval and workaround they handle in a normal day.
AUTOMATION FOR B2B OPERATIONS
We automate the work your team does by hand.
Data entry, follow-ups, routing, reporting: the repetitive steps between the tools you already use. We find them, automate them, and measure the hours you get back. AI where it actually helps. Simple, reliable rules everywhere else.
From current workflow to working system.
SEC_01Pick the simplest fix
Sometimes that is AI. More often it is a plain rule, a small integration, or no build at all. We recommend whatever makes the work faster and easier to trust.
Fit it into the day
Your team keeps the tools and approvals they already know. The repetitive steps disappear. We measure whether people actually use it.
What we build
SEC_02Repetitive work, done for you
Invoices, follow-up emails, CRM updates, scheduling, data moving between systems. All handled automatically, with anything unusual sent to a person.
Less busywork. More capacity.Answers from your own documents
Ask a question, get the answer from your company’s files and data, with the source attached so you can check it yourself.
No digging through folders.Systems that talk to each other
Connections between the tools you already use, so nobody re-types the same data twice or babysits a handoff between two apps.
Boring, reliable plumbing.Custom software
When no off-the-shelf tool fits how you work, we build the small piece of software that does, for your team or your customers.
Built around your process.AI IS OPTIONAL / IMPROVEMENT IS NOT
We do not use AI where a simple rule works better.
Most of the work we automate does not need AI at all. When a step is predictable, a plain rule does it more reliably and costs less to run. We save AI for the messy parts: reading documents, drafting replies, making sense of context. A person always stays in charge of the judgment calls.
01 · Make the work faster, not the pitch fancier
02 · Keep the tools your team already knows
03 · A person stays in charge of judgment calls
Working systems. Measurable outcomes.
SEC_03We deploy coordinated AI agents around real workflows. Each agent owns a defined part of the job; automation moves the work forward; people retain control over judgment and high-stakes decisions.
10+ hours returned to every sales rep, every week.
For an $80M SaaS company, AI agents turned lead and call data into sales-ready context while connected automations handled routing, follow-up and CRM updates.
10+ hrsSaved per rep / week
~$60KAnnual software savings
100%Lead-routing accuracy
49 interested investors surfaced in 18 days.
For a boutique investment bank, coordinated agents researched investors, assessed fit and surfaced prospects before routing interested contacts to registered representatives.
49Interested contacts
18 daysFrom launch
2.06%Best segment interest rate
From 1–2 meetings a week to 3–4 a day.
For a PR firm, we built an AI client-acquisition system that combined targeting, outreach and message testing with a content agent that created personalized work samples for human review.
3–4/dayMeetings, up from 1–2/week
19.5%Reply rate
$42KClosed in four months
Client identities withheld. Figures are drawn from client systems and campaign reporting; results vary by workflow and implementation scope.
Industries
SEC_04Questions
SEC_05Do you use AI for everything?
No. If a step is predictable, we automate it with plain rules. That is cheaper to run and more reliable. We use AI only for the messy parts: reading documents, drafting text, making sense of context.
Will my team have to learn new tools?
Usually not. We start with the tools and approval steps your team already uses and remove the repetitive work from inside that process. People adopt what already feels familiar.
How fast will we see something working?
Weeks, not months. We start with one contained, high-value process and build against real examples from your operation, so the first working version shows up early. Then we expand from there.
Do we need clean data or an IT department?
No. During the first assessment we figure out what data is usable, what needs work and what can be made reliable.
Do you replace our existing software?
Usually not. We connect and extend the systems that already run your company. We build custom software only when it is clearly the better business decision.
START WITH THE WORK AS IT EXISTS
Show us the process your team is tired of doing by hand.
We will map where the hours go and recommend the simplest fix: automation, a small piece of software, or no build at all. If it is not worth doing, we will say so.
Get a free workflow audit