AI Agents & Automation
Multi-step agents and workflows that take real work off your team — with approvals, guardrails, and fallbacks, not a single prompt hoping for the best.
Founded 2023 • AI systems & software engineering
We build the AI systems businesses run on.
workrr is an AI and software engineering company. We design and ship production systems — agents, automation, data platforms, and the apps on top — for teams that need them to actually work. We bring two things most shops can't: founder-level operating judgment and deep technical execution. We even build and run our own products, so we know exactly what production takes.
How we deliver
Build
Agents
Automation
Retrieval
Apps
Run on
Workers AI
Vectorize
D1
Queues
R2
Ship
Production-grade
Governed
Provider-agnostic
From first scope to a system in production — engineered to run, not
to demo. Deployed inside your own cloud when privacy demands it.
Most AI shops give you engineers who've never carried a P&L, or consultants who can't ship. workrr is both — we've founded, scaled, and operated companies, and we write the production code. When a system has to work on real data with real stakes, that combination is the difference between a demo and something you can run your business on.
What We Build
Production AI and software — engineered to run.
Not prototypes, not slideware. We architect and ship systems that hold up under real load, real data, and real users — and we stay accountable for how they run.
Knowledge & Retrieval (RAG)
Turn your documents and operational data into retrieval systems your apps and your people can actually query in context — grounded, cited, and current.
Product & Platform Engineering
Full-stack applications and the durable backends behind them — the software your team opens every day, built to a product standard.
Cloud & Serverless Architecture
Edge-native systems on Cloudflare — and across AWS, GCP, and Azure — engineered for scale, latency, and cost from day one.
Systems & Data Integration
Wire your ERPs, payment processors, telephony, and scattered data sources into one clean, governed foundation everything else runs on.
Model & Provider Strategy
Match model to the job across OpenAI, Anthropic, Google, and open models — by fit, latency, privacy, and cost. No lock-in to one vendor.
Production Reliability & Governance
Observability, retries, fallback behavior, audit trails, and human-in-the-loop so systems stay accountable once they're live.
Private / In-Your-Cloud Deployment
When data can't leave the building, we deploy inside your own cloud account — isolated, governed, and never used to train a vendor's model.
Proof, not promises
We build and run our own products.
workrr was founded by an operator who built and scaled a national accounts-receivable operation, then built and sold the collections software behind it. Today we build Reclaira, a production AI collections platform — automated contact, AI negotiation, payments, and compliance, running live. We bring that same operator's-eye engineering to whatever we build for you.
We ship products
Reclaira is a real, in-production platform — not a case study we're hoping to land. We build what we sell.
Operators + engineers
Founder-level business judgment and hands-on technical depth in the same room — rare, and the whole point.
Deep when it counts
Real domain depth — collections, AR, payments, telephony — plus the range to go all the way into yours.
Production-grade
Built to run reliably under load, with governance and observability in from day one — not bolted on later.
How We Work
Engineered like it has to run — because it does.
Scope & Architect
Understand the problem, the data, and the constraints, then design the system — before a line of code. Judgment first, code second.
Build the Foundation
Wire your data and infrastructure into a clean, governed base — the single source everything downstream depends on.
Ship the First System
Put a real, working system in production in weeks, not a year-long program — then let it earn the next piece.
Operate & Compound
Harden, observe, and expand as the system proves itself — with the reliability and controls to run unattended.
Our Stack
Built on the full Cloudflare AI stack — and never locked to it.
Workers AI gives us a broad catalog of open and frontier models, and we match model class to the job at hand: extraction, ranking, retrieval, drafting, and reasoning. No lock-in to a single model family, and no requirement to ship your data to a vendor.
Extraction & Understanding
Read documents, emails, and PDFs; reconcile records; and pull structured facts out of messy source data so nothing is keyed in by hand.
Retrieval, Ranking & Reasoning
Embeddings and retrieval over your data power search, ranking, classification, and forecasts grounded in how things have actually behaved — not a generic model's guess.
The Platform Around the Models
The model layer is only part of it. We pair Workers AI with AI Gateway, Vectorize, Workers, R2, D1, KV, Durable Objects, Queues, and Workflows so systems run reliably in production.
Document Extraction
Semantic Retrieval
Agentic Workflows
Model Routing
Structured Output
Classification
Forecasting
Workflow Orchestration
Observability
Human-in-the-Loop
Why Cloudflare
A production posture without an appliance or an ops team.
Cloudflare lets us deploy a full system to the edge — or into your own account — and keep it there. You get serverless inference, edge execution, and integrated data products that ship in weeks, governed by Zero Trust, without a hardware project or a platform team to run it.
Workers AI & Inference
Serverless, GPU-backed model inference paired with AI Gateway for control, observability, retries, caching, and provider routing where reasoning quality demands it.
Retrieval, State & Context
Vectorize, R2, KV, D1, and Durable Objects hold your data, embeddings, per-entity state, and the operational memory behind every workflow.
Deployed in Your Account
Workers, Pages, Queues, Workflows, Access, and WAF let us run a full-stack system inside your tenant with clean, auditable boundaries and no shared multi-tenant silo.
Cloudflare Capability
What It Does
Workers AI
Reads, ranks, reasons, and drafts on your data
AI Gateway
Observation, caching, retries, and provider routing
Vectorize + R2 + D1 + KV
Your private data, embeddings, and application state
Durable Objects + Queues + Workflows
Per-entity state and reliable multi-step execution
Access + WAF + Data localization
Zero Trust, in-region, auditable systems
Contact
Have a system worth building? Let's talk.
Bring the problem — an AI system, an integration, a product, a modernization. We'll tell you how we'd build it, what it takes to run, and whether we're the right team to do it.
Direct contact
855.605.3399Book time directly on the calendar, or call if you'd rather talk through the problem first.
Reserve a working session.
Use the calendar for a scoping call, an architecture review, a build estimate, or a walkthrough of how we'd approach your system.
Open cal.com/workrr