Operational systems engineering

AI-enabled operational systems
for enterprise workflow, governance,
and real-time oversight.

We replace fragmented manual operations with governed, intelligent platforms — engineered and operated across rental-car, hospitality, staffing, and autonomous-market workflows.

23live analytics systems
50M+operations tracked / yr
24/7real-time intelligence
What we do

Four engineering practices. One operational stack.

Most clients engage us across two or three at once. We engineer the systems, then run them in production.

01

Operational Intelligence & Oversight

Real-time operational visibility for leadership and frontline management. Executive scoreboards, exception surfacing, and decision-grade dashboards — governed across every site, brand, and team.

02

Workforce & Field Systems

Geofenced telemetry, productivity scoring, payroll reconciliation, and exception surfacing — engineered for distributed labor forces operating at scale.

03

AI Workflow Automation

LLM agents that screen, decide, and act in production — SMS interviewers, voice bots, autonomous trading and operations agents. Built with tool-use, retrieval, and real operational guardrails.

04

Data Platforms & Pipelines

Scrapers, ETL, automated digests, and analytics-ready warehouses. We engineer, host, and operate the full pipeline — 24/7.

Selected work

Operational systems in production.

Live platforms we engineered and continue to operate. Snapshot of what's running today.

Field-service operations

BuildRoute Pro

Replaced spreadsheet-driven remodeling operations with a governed platform: job-throughput analytics, crew utilization, customer-journey reporting, and AI-assisted intake — unified on a single operational scoreboard.

  • Analytics
  • Workflow AI
  • Reporting
AI · Autonomous

AI Interview Agent

Eliminated manual recruiter screening for a multi-state staffing firm. An always-on SMS agent screens, interviews, and schedules candidates — with conversion telemetry on every step of the funnel.

  • LLM
  • Funnel analytics
  • SMS
Operations · Case study

Rental-Car Ops Platform

Consolidated 150+ sites and 50M+ vehicle movements per year onto a single live operational scoreboard. Automated scraping, payroll reconciliation, and executive digests — replacing morning email chains with governed telemetry.

  • Real-time
  • Scrapers
  • Reporting
Read the case study →
Workforce systems

Workforce Performance Platform

Replaced paper timecards and end-of-week reporting for a hospitality workforce. Geofenced telemetry, performance scoring, and live site analytics surfaced to managers and leadership in real time.

  • Performance scoring
  • Geofence
  • Mobile
Conversion intelligence

Marketing & Conversion Analytics

Turned marketing channels into governed, measurable funnels across workforce, hospitality, and background-check brands. Visitor scoring, apply-flow attribution, and embedded analytics — every dollar tracked end-to-end.

  • Attribution
  • SEO
  • Dashboards
Autonomous market intelligence

Algorithmic Market Intelligence

Operates eight autonomous LLM agents across crypto, equities, forex, and prediction markets. Unified P&L analytics, risk dashboards, and full decision telemetry — humans review, machines execute.

  • LLM
  • Realtime analytics
  • Risk
Trusted by

Teams running on what we build.

A sample of the clients whose live operations, marketing, and AI systems we've built and continue to operate.

Managed Labor Solutions
Elevated Workforce Management
Stratum Workforce Management
Accelerated Background Checks
BuildRoute Pro
byPavi
On the stores

Native mobile apps we shipped.

Four production mobile apps live on both the Apple App Store and Google Play today, powering field operations for our clients. Two featured below:

Altus EWM app icon
Business

Altus EWM

Field workforce companion for Elevated Workforce Management. Geofenced clock-in, QR scan-to-start tasks, photo proof, incident reports — fully bilingual EN/ES.

MLS Productivity app icon
Productivity

MLS Productivity

Scanner-based productivity tracking for rental-car site operations. Real-time metrics capture and performance measurement, integrated with the MLS ops platform.

By the numbers

Proof, not slogans.

Real production systems, real operating data — measured across everything we currently run and operate.

50M+ Operations under management / yr Rental-car, hospitality, and field-service workflows running on systems we engineered
23 Production systems operated Live 24/7 on infrastructure we host, monitor, and maintain
150+ Sites under daily operation Frontline locations running on software we engineered
8 Autonomous agents in production LLM-driven trading and operations agents across four markets
6 Enterprise clients operating From marketing surfaces to full operational platforms
4 Native mobile apps in production Live on the App Store and Google Play, powering field operations
How we work

Three phases. Live the whole way.

Idea to operational system in weeks — not quarters. You see live environments every step.

01

Map

Short, focused working sessions. We map the real workflow, the real users, and the operational numbers we need to move.

02

Engineer

We ship in tight increments. Weekly demos on a live environment — no slide decks, no theater. You see progress every week.

03

Operate

We host, monitor, and iterate as a permanent operational partner — not a handoff to a stranger.

Questions

What clients ask before they email.

Straight answers to the questions we hear in nearly every first call. Anything missing — ask us.

How do you charge?

Three models, picked to fit the work: fixed-scope for clear deliverables, monthly retainer for ongoing build + operate, and milestone-based for larger platforms. We quote in writing before any work starts. No hourly-blob billing, no surprise invoices.

Who owns the code?

You do — fully and from day one. We deliver source, infrastructure access, and documentation. If you want us to host and operate, we do. If you want to take it in-house tomorrow, you can.

How fast can we get something live?

A working demo on a real environment in 2 – 3 weeks for most projects. First production milestone in 4 – 6 weeks. We ship in tight increments — you see progress every week, not at the end.

Do you host and operate what you build?

Yes — and most of our clients have us do it. We run live services 24/7 on our own infrastructure (Linux, Postgres, nginx, monitoring) or yours. Either way, you don't get a handoff to a stranger.

What's your stack?

Pragmatic and modern. Frontend: Next.js, React, TypeScript, Tailwind. Backend: Node.js, Python, PostgreSQL, FastAPI / Express. AI: Claude, OpenAI, custom agents with tools, voice and SMS. Mobile: Native iOS (Swift) + Android. Ops: Linux + systemd, Nginx, PM2 / Docker, DigitalOcean. We pick what ships fastest and runs reliably.

Do you do AI agents and automation specifically?

Yes — it's one of our four practices. We've shipped a live SMS interview agent for a staffing firm, a multi-market LLM trading cluster, and several internal workflow agents. We build with tool-use, retrieval, and real production guardrails, not demos.

Do you take equity instead of cash?

Occasionally — for repeat clients, strategic early-stage work, or hybrid deals where cash covers cost and equity reflects upside. We're upfront about when it makes sense and when it doesn't.

How do we get started?

Email hello@techdeca.com with a paragraph on the problem, who the users are, and what "done" looks like. We reply within one business day with a take on scope, timeline, and whether we're the right team.

Get in touch

Have a system worth building?

Tell us what you're trying to ship. We'll come back within one business day with a take on scope, timeline, and whether we're the right team for it.