Replaced a $480/mo cloud transcription vendor with private AI.
An operator runs clinical notes through a local speech model on hardware they own. No per-minute billing, no audio leaving the laptop, no vendor renewal anxiety. Deployed in one session.
Stride Techworks helps operational businesses replace messy, manual, unreliable operations with systems that work — from AI automation and custom internal tools to VoIP phone systems and day-to-day IT support.
ai & automation · internal tools · voip · it services · audits
Orders tracked in spreadsheets. Status that lives in someone's head. A phone system from two owners ago. IT handled by whoever's least busy. It holds — until a key person leaves, the volume doubles, or something breaks on a Friday afternoon. We turn that into systems that run reliably without heroics.
Most engagements begin here. A fixed-scope audit that maps how your business actually runs and hands back a prioritized, costed plan — execute it with us or with anyone else.
If you know the operation is messy but don't know what to fix first, start here. We map how the business actually runs — workflows, tools, phones, IT, data, and the handoffs nobody has written down — and hand back a written assessment with a prioritized roadmap: what to keep, what to kill, what to automate, and roughly what each fix should cost.
Businesses that know their tech stack or operations are messy but don't know where to start — or that want an honest second opinion before signing up for new software.
Discovery sessions with the people who actually do the work · a system map with diagrams and written documentation · a keep/kill/automate matrix · a prioritized roadmap with effort and cost estimates · 30-day follow-up window.
A clear, costed plan you can execute with us or with anyone else — instead of guessing which fire to fight first.
Dispatch dashboards, work-order portals, business phone systems, workflow automation, IT baselines, and operations dashboards — built to survive real use, not a demo.
Live operator view that merges your systems of record and flags at-risk work before the customer calls.
Multi-channel work-order intake, vendor coordination, and customer updates in one supervised pipeline.
VoIP with routing that fits how the business actually answers: auto-attendant, ring groups, voicemail-to-email.
Hybrid automation: code for the predictable steps, AI for the judgment, a human checkpoint where stakes demand.
Accounts, devices, backups, and access set up correctly and documented — so IT stops being a recurring emergency.
Scattered tools turned into one legible operating picture, with the recurring reports assembled for you.
Most software demos well. Very little software survives contact with reality. That second thing is the whole job — whether it's an AI agent, a dashboard, or a phone system.
30-min screen, no obligation.
Written SOW with price and ship date.
The work. Daily async updates.
Receipt and 30-day follow-up window.
We don't publish fake case studies. Here's actual work.
An operator runs clinical notes through a local speech model on hardware they own. No per-minute billing, no audio leaving the laptop, no vendor renewal anxiety. Deployed in one session.
The documentation system, automation pipelines, and internal tooling behind Stride are the same kind we build for clients — including this site. When we install something in your business, we've already lived with it in ours.
We've run the warehouse systems, answered the 2am outage call, and owned the uptime for businesses that can't go dark. That background shapes everything here: we'd rather give you a boring system that works than an impressive one that needs us forever. Every engagement ends with documentation your team owns.
studio · founders
Built by Stephen Talley and PJ DiDonato — two Philly engineers who'd rather ship the thing than pitch it.
Stephen ran the operations systems behind roughly $17M of inventory moving every week across Pennsylvania. PJ built and ran a Philadelphia MSP — phones, networks, and uptime for restaurants, law offices, and distribution centers. We've both carried the pager.
We help operational businesses modernize the systems they run on: practical AI and workflow automation, custom internal tools and dashboards, VoIP business phone systems, day-to-day IT support, and audits that turn a messy operation into a prioritized plan. One company, five ways to hire us.
Small and operational businesses — logistics and distribution, field service, property maintenance, restaurants, professional offices, and operations-heavy teams generally. The common thread is a real operation running on manual work, scattered tools, aging phones, or IT nobody owns.
No. Plenty of our engagements are plain software, a phone system done right, or IT cleanup. We use AI where it genuinely removes manual work — document processing, triage, drafting, reporting — and skip it where a simple script or a better process does the job.
Yes. VoIP setup and general IT services are standalone offers, not add-ons. A phone migration typically takes one to three weeks; IT work is scoped as a project or as ongoing support, whichever fits.
Start with the Audit + Roadmap. In one to two weeks we map how your business actually runs — workflows, tools, phones, IT — and hand back a written assessment with a prioritized, costed plan. You can execute it with us or with anyone else.
The Audit + Roadmap is a fixed-scope engagement. Build and setup work is scoped per project: you get a written statement of work with a price and a ship date before anything starts. No open-ended hourly meters, no surprise invoices.
The founders have done this work for real operations. Stephen Talley built and ran the operations systems behind roughly $17M of inventory moving every week across Pennsylvania. PJ DiDonato founded and ran a Philadelphia managed service provider, responsible for phones, networks, and uptime for restaurants, law offices, and distribution centers. We don't publish fake logos or invented case studies — we'd rather show you the actual work.
Where data can't leave the building — clinical, legal, financial — we deploy private AI on hardware you own: local language models, document retrieval, and transcription with no third-party cloud and no per-token billing.
Remote-first, with on-site work across the Northeast US — we're based in Philadelphia and regularly cover PA, NJ, DE, NY, and MD. Phone systems, cloud, and software work happens anywhere.
Software, phones, IT, or “honestly, we're not sure” — a 30-minute call, no obligation, first reply within one business day. We'll tell you honestly whether we're a fit and what the work would look like.