Dependable AI-era software for real operating teams
JF Soft partners with companies that want practical automation and maintainable systems, not theatre demos.
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Custom software
Platforms and integrations shaped around your processes, not off-the-shelf force-fits.
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AI process automation
Assistive automation with evaluation, allowlists, and human oversight where it matters.
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Clear delivery
Small increments, explicit acceptance criteria, and ownership your team can run.
How we help your business
Practical outcomes for teams adopting AI-powered software, see also Services.
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AI factories you can trust
Controlled agent systems with contracts, verifiers, and human merge gates, never root-level chat.
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Azure infrastructure that ships
Terraform-backed Azure with Container Apps, App Service, and Front Door. Plan-first, not AKS by default.
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Secure software delivery
CI gates, SBOM and vulnerability process, plus evidence you can show without invented metrics.
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Custom software & automation
Purpose-built apps and APIs that encode your process so work is auditable and repeatable.
The toolchain maze
Agents, clouds, and delivery tools scatter easily. JF Soft is the hub that turns that maze into operable systems your team can run.
Implementation stories
Anonymized case studies — real problem shapes, no invented client logos or metrics.
AI sanctions list screening that keeps analysts on real matches
How AI helps regulated teams parse multi-source sanctions lists, find person and company matches, and clear false positives without inventing client metrics.
AI replies to wholesale stock emails without guessing inventory
How AI helps B2B distributors and hurtownie parse inventory and draft replies to colloquial client emails like “do you have half-shafts for a BMW?” — with humans still approving the send.
How we engage
A clear path from first conversation to systems your team can own — with anonymized implementation stories, not invented proof.
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Discover
Short discovery on the problem, constraints, and what success looks like.
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Agree
Scope, cadence, and decision rights written down before heavy build starts.
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Deliver
Incremental delivery with reviewable increments and explicit acceptance criteria.
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Handover
Documentation, operability, and knowledge transfer so your team can run the system.
Principles
What you can expect from how we work, values, not vanity metrics.
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Clarity over theatre - Plain language on scope, risks, and trade-offs. No hype demos that will not ship in production.
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Security by default - Access, secrets, and review paths considered from the first increment.
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Incremental delivery - Working software early and often, so feedback steers the build.
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Honest proof - We do not invent client logos or testimonials. References are shared when real and permitted.
Ready to talk?
Tell us about the system or process you need to improve. We reply with next steps — and point to anonymized case studies when they match your problem.
Or email contact@example.com