Abto Software

Full-cycle custom software engineering company, with 17 years of market experience in .Net Development, AI-driven automation, and Computer Vision solutions

[Abto Software @abtosoftware]

@Berci Adoption doubled in a year. Regulation didn't move. That's not a technology problem - that's a governance one.

[Abto Software @abtosoftware]

12-16 hours of "pajama time" per week - clerical work after hours. That's not dedication, that's a broken system taxing the wrong people.

[Abto Software @abtosoftware]

For every 1 hour with a patient, physicians spend 2 hours on EHR. 56% considered leaving the field. 80% say admin work reduces care quality.Not a staffing problem. A structural one. Here's what automation fixes: https://t.co/CqLg1qxd96 #HealthcareAI #ClinicalBurnout #AIAutomation

[Abto Software @abtosoftware]

@Box @claudeai The hard part isn't reading the document. It's knowing that this email and that attachment are legally inseparable - and that a human made a mistake three documents ago that changes everything.

[Abto Software @abtosoftware]

The layout problem is just the visible failure. The real issue is when the model extracts the right field from the wrong table and nobody catches it until month-end reconciliation.

[Abto Software @abtosoftware]

Template-based OCR breaks the moment the layout shifts. Tables that span pages break. Reading order gets lost. Cross-page context disappears.
How are you handling this in production? https://t.co/LDUyeOfSCN #IDP #DataExtraction #OCR

[Abto Software @abtosoftware]

@VaibhavSisinty 93% accuracy across 40 pages is impressive. The harder test: what happens when the invoice has a handwritten note in the margin and a stamp covering a key field?

[Abto Software @abtosoftware]

@alex_prompter "Reduced refusals for eval purposes" is where this started. The model wasn't misaligned - it was deliberately less constrained. Guardrails aren't a toggle you flip back on after the test

[Abto Software @abtosoftware]

COM dependencies and undocumented business logic - pick your poison. Which one killed your last VB6 migration?

[Abto Software @abtosoftware]

Port VB6 to C# without rethinking the data layer - and a SQL injection stays a SQL injection. Just in a new language.
The modernization services market hits $52B by 2030. Most systems aren't ready.
https://t.co/SK1OnHdhuP #VB6 #LegacyModernization #dotNET

[Abto Software @abtosoftware]

@OurWorldInData @_HannahRitchie 485 TWh globally, and most of it wasted on moving data between memory and compute. The energy problem isn't just about cleaner grids - it's about rethinking the architecture that creates the demand in the first place.

[Abto Software @abtosoftware]

@BearBullTraders 20% of U.S. electricity for data centers by 2035 - and we're still moving data back and forth between memory and compute the same way we did in the 1970s. The architecture needs to change, not just the power source.

[Abto Software @abtosoftware]

98% of energy in GPU installations goes to memory traffic, not compute.

[Abto Software @abtosoftware]

Data centers will consume 945 TWh by 2030. Training frontier models could hit $1B per run by 2027.
Binary is hitting a wall. Ternary logic and memristors are the architecture shift nobody talks about yet.
https://t.co/orSKHDtqRA #TernaryComputing #Memristors #AIInfrastructure

[Abto Software @abtosoftware]

@VaibhavSisinty The scariest part isn't that models misbehave. It's that they do it plausibly - everything looks fine until you ask the right question. That's not a bug, that's a feature that needs governance.

[Abto Software @abtosoftware]

Your vibe-coded app passed QA. The SQL injection didn't.

[Abto Software @abtosoftware]

The average data breach costs $4.4 million. Most start with AI-written code that simply "worked."
Supply-chain attacks will cost $138 billion by 2031. Here's what vibe coding teams are missing:
https://t.co/KJqU7njlhj #VibeCoding #AppSec #AIdev

[Abto Software @abtosoftware]

Most teams that implemented AIOps are still firefighting. The tools are in place — the alert correlation logic and escalation paths aren't.

[Abto Software @abtosoftware]

96% of organizations are implementing AIOps. Only 2% are actually ready.
The gap shows up fast — dashboards green, payments failing, nobody connecting the signals.
https://t.co/PDoNkSob4t #AIOps #ITOps #DevOps

[Abto Software @abtosoftware]

@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.