Ontexo Helps Enterprises
[ bespoke ] we build digital employees: bespoke AI systems engineered to do the messy, judgment-heavy work generic AI can't touch. Every output is traceable, nothing is invented, and the system gets better every week. You scale your output and cut your costs at once.
What we automate
Four systems we build most often, and what each one actually does.
Portfolio & KPI
monitoring
Pulls from the tools you already use and watches the numbers continuously. It surfaces what changed and why, and flags anomalies before you have to ask.
Document & design
intelligence
Reads documents and technical files and turns them into structured, verified output. It copies values exactly and flags anything uncertain for a human, rather than guessing.
Outbound research
& outreach
Researches each prospect, drafts the outreach from what it actually finds, and manages the replies. It works from your data, not generic templates, and flags anything uncertain instead of guessing.
Internal operations
& exceptions
Handles the scheduling, reconciliation, and status chasing that quietly consumes a team's week. It works the queue continuously and flags anything that doesn't reconcile instead of forcing it.
And the work around it
The capabilities every build carries with it.
Research & feasibility intelligence
Turns scattered, messy sources into one fast, verified answer, and shows its working so every conclusion is traceable.
Compliance & regulatory reporting
Consolidates the data your obligations require and drafts audit-ready disclosures. Every figure traces back to its source.
Evaluated before it ships
Every system is graded against evals before it goes live, so accuracy is measured against a defined standard, not assumed.
Improved every week
New capabilities ship weekly through a managed request queue, so the system keeps getting better after it lands.
One structured layer.
Turns the data you already have into digital employees.
L1
Your data.
Everything you already run.
Every system, document, and record your business depends on today: contracts, invoices, registries, emails, and the spreadsheets nobody fully trusts. Most of it is unstructured, and most of it is where the real work still sits.
MESSY, UNSTRUCTURED, MOSTLY UNTOUCHED.
L2
Our structure.
Everything we set up once.
Your messy information becomes a structured, governed layer your operations can actually run on. Every document and record is mapped to what it really means, with nothing invented and anything uncertain flagged for a human.
NOTHING INVENTED, NOTHING GUESSED.
L3
Digital employees.
Everything that does the work.
Digital employees are built on the structured layer. They run the messy, judgment-heavy work end to end, flag what they can't verify, and get better every week.
NOTHING FAKED, NOTHING UNSUPERVISED.
Delivery
Fast first delivery
scoped to the workflow
Delivery timing is scoped to the workflow, integrations, access, and data readiness. We agree the first working milestone before the build begins.
WHERE THIS COMES FROM
Systems already built, not slides.
Ontexo has built solutions for enterprises in manufacturing and real estate. The same system-thinking applies anywhere the work is messy and the answer has to be right, from logistics to sales.
Manual work cut from days to minutes.
DOCUMENT & DESIGN INTELLIGENCE
Autonomously converting 3D CAD designs into structured 2D engineering drawings. It reads what's there, copies values exactly, and flags anything uncertain for a human instead of guessing.
autonomous
of files
values invented
Pricing
Three ways to engage.
Subscription-based. No per-token fees, no usage caps, no surprise invoices.
Discovery call
No commitment. Thirty minutes.
A focused conversation to understand your operation and identify where intelligent automation would produce the highest return. We come prepared.
→ Start a discovery callPilot engagement
One week to prove it. Pay only if it works.
We build one digital employee for a defined part of your business, then you run it for a week against criteria we agree up front. You pay only once it meets that standard. No outcome, no invoice.
→ Begin a pilotFull engagement
Ongoing partnership or one-time build.
For systems that keep reasoning and improving, an ongoing partnership with a managed queue, a dedicated owner, and a weekly improvement cycle. For deterministic systems that do the same thing every time, a one-time build you own outright, with no ongoing fees. We structure it to fit what we build.
→ Plan a full engagementPricing
Three ways to engage.
Subscription-based. No per-token fees, no usage caps, no surprise invoices.
01
Discovery call
No commitment. Thirty minutes.
A focused conversation to understand your operation and identify where intelligent automation would produce the highest return. We come prepared.
→ Start a discovery callRecommended
02
Pilot engagement
One week to prove it. Pay only if it works.
We build one digital employee for a defined part of your business, then you run it for a week against criteria we agree up front. You pay only once it meets that standard. No outcome, no invoice.
→ Begin a pilot03
Full engagement
Ongoing partnership or one-time build.
For systems that keep reasoning and improving, an ongoing partnership with a managed queue, a dedicated owner, and a weekly improvement cycle. For deterministic systems that do the same thing every time, a one-time build you own outright, with no ongoing fees. We structure it to fit what we build.
→ Plan a full engagementContact
Start with a conversation.
A no-commitment thirty-minute conversation to understand your operation and identify where intelligent automation would produce the highest return. We come prepared.
Book a callOr write to hello@bespoke-solutions.com