AI is only as good as the data it can reach.
We connect both.
Context-aware AI agents, system integrations, and
automation that do real work for your teams. Senior
engineers embedded with yours, shipping inside your stack
from day one.
Context-aware agents that act on your data, with human oversight built in.
System Integration
Bridge the systems that already run your business. APIs,
ETL, real-time sync.
Automation
High-frequency workflows handled by software so your
team doesn't have to.
User Adoption
Activation engineered into the build, so what you ship
actually gets used.
The Engineering Posture
The leap isn't
more tools. It's
connecting them.
01
We start with the work, not the tech.
What's the team doing manually that software should be
doing? Build from there.
02
We connect what's already there.
Most enterprises don't need another tool. They need the ones they have to talk to each other.
03
We ship adoption alongside the build.
Engineering and Change Activation move together. The hand-
off is where outcomes leak.
Industries we serve
Building for
these teams. And more.
Wherever there's complex data and teams who need
fast, reliable answers — we build the AI agents,
integrations, and automation that make the work
move.
Care
Health
Labs, hospitals, and
digital health platforms.
Patient intake, triage, ER
wait times, and clinician
workflow automation.
Quote-to-cash data lived in three systems.
Reconciliation was a five-day manual close every
month.
What we did
Built a real-time integration layer between
Salesforce, NetSuite, and the billing system. Event-
driven, idempotent, with a reconciliation
dashboard for finance.
Problem
Monthly close cut from 5 days to under 1. Reconciliation errors dropped to near-zero.
ER intake forms produced 40+ fields per patient.
Nurses were transcribing into the EHR while
patients waited.
What we did
Deployed a context-aware agent that ingests the
intake form, populates the EHR, flags risk
indicators, and routes to the right care team.
Human-in-the-loop on every action.
Problem
Triage time down 38% Nurses handle 2× more patients per shift.
Inbound case requests sat in a shared inbox.
Wrong attorneys got assigned. Conflict checks
happened too late.
What we did
Built an intake agent that classifies case type, runs
conflict checks against the firm's database, and
assigns to the right attorney within minutes of
receipt.
Problem
Time-to-attorney down from 4 days to 22 minutes Conflict misses eliminated.
Application-to-enrollment had 14 manual handoffs
between admissions, financial aid, and registrar.
What we did
Custom agent that captures, structures, and routes
meeting outcomes into the CRM and project tools.
Knows the difference between a decision, an
action item, and a side note.
Problem
Time-to-enrollment cut by 61%. Staff reallocated to student-facing work.
Customer-facing teams spent the back half of
every meeting writing notes instead of listening.
What we did
Built a real-time integration layer between
Salesforce, NetSuite, and the billing system. Event-
driven, idempotent, with a reconciliation
dashboard for finance.
Problem
~6 hours/week reclaimed per team member. CRM data quality up sharply.
Conference of 8,000 attendees, generic schedules,
low session attendance, no follow-through after
the event.
What we did
Built personalization across registration, schedule,
and post-event nurture. Each attendee gets a
tailored agenda; sponsors get qualified leads
delivered weekly.
Problem
Session attendance up 42% Sponsor renewal rate up 2.3%
Not what you want to buy. What you want to be true.
Most engagements start with a 30-minute call and a sharp
problem statement. By the end, you'll know whether we can help,
what it would cost, and how fast we can move.