Approval before action.
Sending an email, moving money, changing a record: each waits for a person to say yes.
TechniBears · Studio & machine shop USA · UAE Software · AI operators · Security · Learning
TechniBears // USA · UAE
Software, AI operators and private systems. Built by one shop.
We build apps, AI operators and private infrastructure for teams in the U.S. and the U.A.E. Every operator runs under approval and audit. Nothing is sent, spent or changed without a person signing off.
An engineer replies, usually within one working day.
4Products: Cody, SAREbear, Bear Engine, Dummy Dolls
2Studios, in the U.S. and the U.A.E.
GatedEvery operator stops before a risky action
01 // Products
Four products. One engine underneath.
Each does one job. All four run on Bear Engine, so the same approval gates, memory isolation and audit log apply across the line.
Personal AI · Telegram & web
Cody keeps your memory and asks before it sends.
A private assistant on Telegram and the web. It holds what you tell it in a partition nobody else can read, drafts in your voice, and waits for your approval before anything leaves.
Meet Cody
Security · Adversarial testing
SAREbear breaks in, then shows you how.
Adversarial testing for systems and AI assistants. It runs the attack, writes up the exact path and root cause, then re-runs the attack against your fix.
Meet SAREbearoperator runinbox-triage
1/3Read memorydone
2/3Draft replydone
3/3Send emailneeds approval
Runtime · AI operators
Bear Engine runs operators under approval and audit.
The runtime under every product here. A planner decides, each action needs a scoped capability token, risky steps wait for a person, and every step is logged.
Meet Bear Engine
Education · 3D-printed curriculum
Dummy Dolls. Kids direct AI with their hands.
Classes where kids pose 3D-printed figures, shoot stop-motion, and learn to give a machine instructions precise enough to follow.
Meet Dummy Dollsscope sheetweek 0 · draft 2
ProblemIntake forms re-typed into three systemsTwo staff, about nine hours a weekagreed
ShapeIntake portal plus a filing operatorWrites to records, billing and calendaragreed
GateAny record change waits for front-desk approvalLogged with who approved and whyagreed
M1Working intake on test dataWeek 3in progress
Hand-overYour team runs it. We stay on call.Source, docs and runbook includedplanned
02 // Services
Custom builds, scoped with you.
Bring the problem. We decide with you what to build, build it, and hand over a system your team can run without us.
- Internal tools your team will actually use: portals, dashboards and back-office systems.
- AI operators that draft, sort and brief, and wait for approval when it matters.
- Private, self-hosted infrastructure so you always know where your data lives.
- Simulations and training systems for material that is hard to teach any other way.
03 // Experiences & proof
Where the work goes public.
Workshops, a world-building house, and a community partner in the U.S.
World-building house
NEGUSTOLONOW
Fashion, objects and rooms from a world we are building one piece at a time. Our sister house.
Enter the house
Workshop series
Make Your Own, Kid!
Stop-motion and prompt-craft workshops for schools and community rooms, built around Dummy Dolls.
See the workshops
Community partner
imagINe nation
Our U.S. partner for community workshops and public showings. Where a lot of this work meets its first audience.
Visit 313af.space (opens in a new tab)04 // How our AI behaves
Operators under approval and audit.
Most AI tooling is built to act fast. Ours is built to be accountable. Every TechniBears operator plans before it moves, holds a scoped permission for each action, keeps each person’s memory separate, and writes down what it did.
The operator does the work. You hold the approval.
- Approval gates
- Per-user memory isolation
- Append-only audit log
- Self-hosted or private cloud
Memory stays partitioned.
Each person’s memory is isolated. You choose where it lives: our cloud, your cloud, or your own hardware.
Every action is logged.
An append-only record of who did what, when, and under which approval.
05 // About
A studio, not a factory.
TechniBears is a small team of engineers and makers in the U.S. and the U.A.E. We build our own products, run custom builds for companies, and teach kids to direct machines. Same craft, different problem.
2 studiosUnited States and the U.A.E.
4 productsCody, SAREbear, Bear Engine and Dummy Dolls
In-houseWe 3D-print the figures kids learn with
CommunityWorkshops with imagINe nation (opens in a new tab)
06 // Start a project
Bring us the problem, not the spec.
Tell us what is slowing your team down. We will tell you whether we can help, and what it would take.
Or write to agi@technibears.com