Abto Software

@w_milczynska The infrastructure that keeps people out of the doctor's office is also what makes the AI doctor actually useful. You can't have one without the other.

everyone wants to build the AI doctor. almost no one wants to build the boring infrastructure that keeps people out of the doctor's office in the first place.

FHIR solves the format problem. It doesn't solve the people problem - departments that don't want to share data regardless of the standard.

Healthcare generates 30% of the world's data. Most of it never reaches the right system at the right time. FHIR, HL7, DICOM, LOINC - what actually makes clinical data integration work in production: abtosoftware.com/blog/healthcar… #HealthcareIT #FHIR #EHR

Markerless pose estimation via phone camera - no sensors, no markers, joint angles in real-time. What's your current accuracy threshold for clinical use?

Virtual PT saves $1,116–$1,523 per patient per year. 2x ROI. 30% fewer in-person visits. We built the CV layer - pose detection, motion tracking, real-time feedback. See the ROI breakdown: abtosoftware.com/blog/ai-in-phy… #PhysicalTherapy #DigitalHealth #ComputerVision

@w_milczynska Between appointments is where we've seen the biggest impact - matching cancer patients to clinical trials before it's too late, and remote monitoring that flags issues before the next visit.

everyone's building AI for doctors. very few are building for patients. the biggest healthcare problems happen between appointments, not during them

@Iamjuscelino First-class means your repo has AGENTS.md the same way it has README.md - explicit context, boundaries, and escalation paths. Most teams skip that and wonder why agents hallucinate in production.

@abtosoftware The copilot-to-agent shift is real and it's happening faster than most dev teams are planning for. The teams that win are the ones treating agents as first-class team members now, not retrofitting later.

The AI copilot era is giving way to coding agents that own entire workflows - triage, fixes, tests, PRs, done. The real bottleneck? The codebase that was never built for autonomous agents. abtosoftware.com/blog/ai-agents… #AIAgents #IDP #AIdev

@ingliguori Agents that can push to main need the same oversight as engineers who can. Most teams haven't figured that out yet.

Most companies do not have an AI problem. They have an AI governance problem. ⚠️ As agents move across systems, data, and workflows, the real challenge becomes: 👁️ Visibility 🎛️ Control 🧾 Accountability Microsoft’s Agent 365 updates point to the next enterprise bottleneck: Not model access. Governance at scale. The key questions: 1️⃣ What agents are running? 2️⃣ What can they access? 3️⃣ Who owns the outcomes? AI adoption without observability creates noise. AI adoption with governance creates leverage. How mature is your organization’s agent governance today? #AI #AIGovernance #EnterpriseAI #CyberSecurity

When your coding agent ships a fix that works but violates the architecture - who's accountable?

@UiPath Context bloat in multi-agent MCP setups is the real bottleneck - lazy loading tools at runtime helps, but adds latency. The orchestration layer has to be smarter than the agents it manages.

The secret to #AgenticAI success? It’s not the AI. 🔑

What's the riskiest part of modernizing a production RPA platform - the Citrix layer or backward compatibility?

Client's RPA platform took a month to upgrade. We brought it down to a few days. Legacy modernization across Citrix, Terminal Server, Java automation - without breaking existing workflows. abtosoftware.com/portfolio/rpa-… #RPA #LegacyModernization #dotNET

@IBM @PwC - your research on AI agent ROI and productivity gains is referenced in this breakdown.

74% of businesses see ROI from AI agents within the first year. 39% double productivity. What separates agents that deliver from those that crumble in production - a full breakdown. abtosoftware.com/blog/ai-agents… #AIAgents #BusinessAutomation #AIdev

Most AI projects fail in production. What killed yours?

Clutch named us Top AI Company in Eastern Europe 2026 🎉 300+ engineers. 270+ projects delivered. Thank you to our clients and team - this one's yours! Explore our AI services: abtosoftware.com/services/ai-de… @clutch_co #AI #ArtificialIntelligence #AIdev

@TechCrunch The gap between "AI strategy" and actual AI deployment has never been more visible. Companies that built real systems don't need layoffs to prove the transition happened.

AI layoffs or ‘AI-washing’? techcrunch.com/2026/02/01/ai-…

Insurance integration killed more telehealth projects than bad UX - 15 companies connected without breaking HIPAA. What's your bottleneck?

We built a telemedicine platform for 25 private US clinics - HIPAA-compliant, integrated with 15 insurance companies. Result: 350,000 patients served. 25% cost savings per patient. 30% lower operational expenses. abtosoftware.com/portfolio/tele… #Telehealth #HealthcareIT #HIPAA