ufactor.ai
AI Agents

Agents we built. Yours to run.

Not slideware. These are agents we've designed and put into production — some productized and available to run, subscribe, or white-label, others delivered inside client operations. Proof we've done the hard part before.

Our productsAvailable to run · subscribe · white-label
4 agents
FC
Available
Finance · Accounting

Finance Controller

Reconciles ledgers, drafts the month-end close, flags variance, and writes the commentary your CFO actually reads.

NetSuiteXeroBigQueryGAAP rules
AL
Available
Hospitality · AL Portugal

Short-Term Rental Manager

Runs Alojamento Local end to end: pricing, guest comms across channels, cleaning ops, and SEF / AT compliance.

AirbnbBookingSEFAT / SAFT
TG
In pilot
Travel · Concierge

Tourism Local Guide

On-trip companion that plans, books, and adapts itineraries in real time — speaks the local language, knows the street.

MapsGetYourGuideOpenTablevoice
SP
In pilot
Performance · Scouting

Sports Analyst

Ingests match feeds and biometrics, surfaces tactical patterns and opponent priors, and gives live in-game recommendations.

OptaStatsBombvideo-LLMRAG
Customer engagementsDelivered for clients · shown as proof of range
6 agents
RF
Telco · RAN

Network Radio Ops

Watches RAN telemetry, predicts handover failure, and drafts change tickets — bridging NMS and human SREs.

MCPSNMPOSS/BSSPrometheus
LM
Delivery · Routing

Last-Mile Logistics

Re-plans driver routes against live traffic, weather, and SLA, and negotiates exceptions with the dispatcher.

OR-toolsMapboxETA models
QC
Security · Cryptography

Quantum Crypto Analyst

Audits the stack for post-quantum readiness and maps assets to NIST PQC migration paths with risk scoring.

NIST PQCOpenSSLSBOM
CS
Threat detection

Cybersecurity Sentinel

Triages alerts, correlates across tools, and drafts incident reports — reducing analyst toil without losing the trail.

SplunkSIEMMITRE ATT&CK
OP
24/7 Operations

NOC / SOC Copilot

On-shift agent that reads runbooks, suggests next steps, and escalates with full context — the Tier-2 you can't hire.

PagerDutyGrafanarunbooks
SL
Revenue · CRM

Sales Pipeline Analyst

Reads CRM and call transcripts, scores deals honestly, and drafts the forecast the VP of Sales can defend.

SalesforceHubSpotGong
Need a vertical agent we haven't built yet? We co-develop them inside a Production Agent Build — scoped to your workflow, data, and integrations.
Discuss your agent
Agent engineering

Anyone can wrap an LLM
in a chat box. We build the rest.

Real agentic systems live or die on the unglamorous parts: state, retries, tool schemas, guardrails, evals, observability. That engineering is the difference between a demo and something your operations can trust.

State & checkpoints

Durable runs that survive failure and resume exactly where they stopped — not a fresh prompt every time.

Tool schemas & permissions

Typed tools with least-privilege access, so an agent can only do what you authorized.

Guardrails & HITL

Validation, policy checks, and a human in the loop on anything irreversible.

Evals & observability

Every run traced, scored against real cases, and monitored — quality you can defend.

orchestration graph● compiled
UserinputSupervisorLangGraph · StateGraphResearcherADK · AgentAnalystLangChain · ReActWriterADK · LlmAgentsearch()rag.query()sql.exec()doc.fetch()human()Responsestreamgraph.compile()stream=truecheckpoint: postgreseval: ragas · phoenix
How you run them

Four ways to put an agent to work.

01Custom build

Build your agent

Don't see your process here? We design and build a new agent for your specific workflow, end to end — then operate it or hand it over.

02

Subscription

Run our agent per-seat or per-run on your data, with us operating it.

03

Acquisition

Take the source and IP outright and own the agent inside your stack.

04

White-label

Your brand on the surface, our engine and operations underneath.

Start here

Book an AI Workflow Assessment.

A focused starting point. We look at where your team loses time today, where AI agents are safe and valuable, and what the right first step is — with no pressure to commit to a build.

Contact us See how we build