Automation scorecard Book a call
What we automate
AI voice & phone What we do — capabilities Fractional Automation Officer
Industry verticals
Accounting & bookkeeping Auto dealerships Dental & medical clinics Home services & trades Insurance brokerages Law firms Mortgage brokerages Property management Real estate & brokerages Recruitment & staffing Software development
Case studies Engagements & pricing Questions Automation scorecard Book a 30-minute call
OpsKinetics / Industry verticals / Software development

We don't just automate software companies. We build the products.

Two AI platforms shipped end to end and running in production — a research automation engine and a candidate-matching platform. Architecture through deployment, then we operate what we built.

Book a 30-minute callSee the builds
What the work covers

Where a build actually goes wrong.

Each one starts with the failure mode we see most, then what replaces it. Scope and sequencing come out of your Process Audit.

Product architecture and build

You have a product idea or an internal tool that needs building, and the choice is between a contract shop that doesn't understand the domain and hires you can't justify yet.

What we buildFull product builds — architecture, data model, AI layer, interface, and deployment. We've shipped complete platforms end to end and we operate them afterwards, which is a different discipline from handing over a repo.

AI features inside an existing product

Your product needs an AI capability and bolting a generic API call onto it produces something that demos well and fails in production.

What we buildRetrieval, ranking, extraction, and generation built against your actual data with evaluation harnesses, fallback behaviour, and cost controls — so the feature holds up under real traffic rather than in a demo.

Data pipelines and integrations

Data lives in five systems, syncs break silently, and someone finds out a week later from a customer.

What we buildReliable ingestion and sync across your sources, with schema validation, retry logic, monitoring, and alerting that tells you when something breaks instead of letting it rot.

Evaluation and quality control

AI output quality is judged by whoever last looked at it, and regressions ship unnoticed.

What we buildStructured evaluation against a labelled set, run on every change, with quality tracked over time so you can see whether a model or prompt change actually improved anything.

Deployment and production operation

Getting it built is half the job. Keeping it running when models change, APIs deprecate, and volume grows is the other half.

What we buildDeployment, monitoring, cost tracking, and ongoing operation — including model migrations when providers change what's available underneath you.
Track record

Shipped, not prototyped.

Platforms shipped
2

Complete AI products designed, built, and running in production.

Scope
End to end

Architecture through deployment and ongoing production operation.

Operation
Ongoing

We run what we build, which is how we learn what survives contact with real usage.

Both platforms are detailed in the case studies — Inviews.ai under Financial services, JobFitt.ai under Software development.

Stack

What we build on.

Chosen per project against your constraints rather than a house preference. These are the tools we reach for most.

PythonTypeScriptReactNext.jsNode.jsPostgreSQLSupabaseRedisDockerAWSVercelGitHub ActionsLangChainPineconen8n
Other industries

We work in ten others.

Accounting & bookkeepingAuto dealershipsDental & medical clinicsHome services & tradesInsurance brokeragesLaw firmsMortgage brokeragesProperty managementReal estate & brokeragesRecruitment & staffing
Next step

Thirty minutes. We'll find the expensive part.

Tell us how work moves through your business and we'll tell you where the money is going. No pitch deck, and no obligation to buy anything at the end of it.

Mississauga, Ontario — serving the GTA
info@opskinetics.ca
(416) 613-0976
Email instead Call directly

Tell us where it hurts.

We'll come back within one business day with a view on whether automation is worth it for you — and say so plainly if it isn't.

Please enter your name
Please enter a valid email
Tell us a little about the bottleneck

NO OBLIGATION · WE REPLY WITHIN ONE BUSINESS DAY

Got it — thank you.

We'll be in touch within one business day. If it's urgent, the phone number above reaches us directly.