Prom
In developmentAn agent that reads survey and geospatial data to verify permit drawings
- Used in
- Architecture and civil permitting
- Our role
- From requirements to agent design and on-site verification
SERVICE 01
AX Engineering
We design a task-specific agent for work no product covers, and stay until it actually runs on site.
Who it's for
- Teams with repetitive core work that no available tool fits
- Teams handling drawings, reports or regulated documents where verification matters
- Public-sector and manufacturing R&D groups that cannot send data to external SaaS
WHAT WE WORK WITH
- 01PromArchitecture and civil permitting
- 02Auto RepoManufacturing R&D certification
- 03LoomIndividual and team automation
- 04Role PlayInsurance and public-sector contact teams
WHEN THIS SOUNDS FAMILIAR
If this sounds like you
No AI product on the market matches how we actually work.
We have no basis for judging how far to trust what the AI produces.
Security rules stop us from uploading work files to outside services.
OUR APPROACH
How Ravenbe approaches it
Agentic AI is not finished by the model. Data has to be normalized, real tools have to be connected — search, spreadsheets, HWP documents, APIs, databases — results need a verification loop, and permissions, network separation and operations have to be designed in. Ravenbe calls these four pillars Harness Engineering, and builds task-specific agents on top of them.
Deliverables
- Task breakdown and requirementsWhat the agent takes on and where a person still decides
- Agent design documentConnected tools, data, permission scope and failure handling
- A working prototypeReal output, run against your own files
- Verification criteria and handoverHow to check results and keep improving them
HOW IT WORKS
The process
- 01
Break down the work
We follow a working day with your team and isolate the units an agent can take on.
What you provide
Interviews and sample work files
- 02
Design the harness
Data normalization, tool connections, verification loop and permissions, designed as one piece.
What you provide
Review with systems and security owners
- 03
Build the prototype
We run it on real files, classify the ways it gets things wrong, and fix them.
What you provide
Review output and agree on judgment criteria
- 04
Deploy and hand over
We move it into your environment and transfer the skills so your team can improve it.
What you provide
Name an owner
WHAT WE WORK WITH
Products we work with
Auto Repo
In developmentAn agent that automates test and certification reporting
- Used in
- Manufacturing R&D certification
- Our role
- Document standard analysis and automated generation pipeline
Loom
A professional desktop AI agent that works from local folders
- Used in
- Individual and team automation
- Our role
- Agent setup, skill transfer and technical support
Role Play
A voice-based platform for one-on-one customer conversation practice
- Used in
- Insurance and public-sector contact teams
- Our role
- KPI-aligned scenarios, persona customization and technical support
FAQ
Frequently asked questions
Do we have to send our data outside?
No. We design for local or internal-network operation by default, matching requirements such as network separation and N2SF.
Could we just use an existing AI service?
If one fits, that is faster. We help you make that call first, and only build when nothing fits. If adoption is the answer, we point you to AX Assistant.
What happens when the output is wrong?
We design on the assumption that it will be. We build the verification loop and judgment criteria with you, then classify failure types and improve against them.
START HERE
Start with a first hands-on session
No installation, no preparation. We run one of your real tasks through AI together, and the next step becomes obvious.
Book a hands-on sessionPARTNERS
- AI3
- Playmore
- Infrashift
MORE SERVICES
Other services
AX Assistant
We roll out everyday work AI and collaboration platforms, then make them stick.
AX Literacy
We train people until they can build their own working AI.