AI Engineering
for software you own
and control
We bring together AI engineering, software modernization,
and managed AI for production systems,
so whether you’re just getting started, stuck in a pilot,
or struggling to ship consistently, we can meet you where you are.
Tell us the level
how your team is using AI today
We don’t expect you to be experts.
That’s our job.
Level 1
NoviceYou have no AI governance, but your people are already using AI on their own, unmanaged. Your IT team knows it and doesn’t have a plan.
Where we’d start:
AI Skills Enablement — Soft Landing Program
Best for
- Claude Enterprise deployed, but barely
used - AI work currently siloed
Business value
- NDA review: 4 hours → 45 minutes
- Every specialist shares the same methods
- New hires get the workflows from their first day
Time to value
- 6–12 weeks · First live files on day one
Level 2
IntermediateYou’ve already piloted AI as a chatbot, internal tool, or proof of concept. But now it’s stalled. Nobody manages it end to end.
Where we’d start:
Managed AI Services
MAIS®
Best for
- AI is in production & oversight is the bottleneck
- Reliability matters more than speed
Business value
- Less manual effort, lower run cost
- Lower operational, security, and regulatory risk
- Predictable, KPI-driven outcomes
Time to value
- Ongoing — compounds as systems mature
Level 3
AdvancedYour engineering team already ships with AI tools. Now, you need discipline and predictability.
Where we’d start:
AI SDLC Adoption — RACE Programming
Best for
- Leadership needs ROI for the AI spend
- Licensed seats active, but adoption plateaued
Business value
- Reduce operational cost and manual effort
- Embed AI into core business workflows
- Achieve measurable, KPI-driven impact
Time to value
- 8–12 weeks · Baseline vs. after, week 9–10
Built on the platforms you already run
The engineering method
behind our work
Embed it in your own team, or let us handle the execution. Same discipline, same production-grade output.
Where we bring value
Three focus industries.
Here’s exactly where we work and where we’re building proof.
Real Estate
Operators, REITs, and owners running Yardi, MRI, and a spreadsheet from 2011, with no AI bench to build on.
of CRE investors piloted AI; 5% reached production
(GrowthFactor, 2026). We close that gap.
- Lease Intelligence →
Abstraction and underwriting, automated and governed - Talk to Your Portfolio →
Plain-language answers across Yardi, MRI, Excel
Hotel Chains
Independents out-ship chains on AI. Not budget — legacy contracts and global rollout cycles. We make chains move at independent speed.
AI citation share for one hotel brand in 3–4 months.
- Guest Experience Discovery →
AEO/GEO visibility and AI concierge - Back-Office Integration →
Cuts duplicate SaaS spend
Healthcare
HL7 and FHIR expertise under our Clinovera brand: clinical data, integration, modernization.
Clinovera was named in the Gartner® Hype Cycle™ for Real-Time Health System Technologies, 2026
- FHIR Readiness →
Current-state map and migration roadmap - FHIR Integration →
Native REST APIs replacing fragile HL7 V2 integrations
Awards & certifications
Case studies
Proof in practice
in 34% of relevant AI answers within 60 days.
Tell us where you actually are
No pilot theater. No slide deck about your “AI journey.” One diagnostic call, then a real recommendation.
They are very good at understanding the requirements but more importantly they can think about the future requirements and future proof your project.
Qi Li
Physician Executive, Product Development At Intersystems
The result is faster, with more consistent outcomes and reduced costs. We can capture and scale critical expertise, turning decision-making into a repeatable system that can be applied across domains.
Collin Sedmak
Founder, Heuritex
First Line Software has a large team, and because of the breadth of services, they can give you that flexibility to work on other projects. Adding another technology to your stack, for example, is one way they could support you.
Jay Thomas
Chief Strategy Officer, Triptych, USA
Partner with us on your AI strategy