PreviewAgentsInferenceCompany brain
HRD-1 Applied AI module with agents, inference and an integrated company brain
Herendil helps companies put AI to work on their own problems. We advise on where agents and models fit, then build them into your tools, your data and your team.
1 Features
- Applied AI consulting and software, in one engagement
- Agents that act inside your tools
- Run under your permissions
- Log every step for review
- Inference matched to your cost, latency and privacy limits
- Hosted, self-run, or routed between both
- Company brain: shared memory for people and agents
- Drop-in: works with your team and your stack
- Engagements sized in weeks
- Low overhead: few meetings, fewer slides
2 Applications
- Support and operations teams answering the same questions
- Knowledge spread across docs, chat and tickets
- Agent pilots that need to do real work
- Choosing between hosted and self-run models
- Deciding where AI should not be used
3 Description
HRD-1 is how Herendil works with a company. It starts with the work: which questions, decisions and chores an agent or a model could take on, and which should stay with people. Then it builds that, inside the tools you already run.
Three blocks do most of the work. Agents act in your systems under your permissions and log each step. Inference is set up for your limits on cost, latency and privacy. The company brain makes what your company knows, decides and does available to people and agents alike.
HRD-1 is pin-compatible with existing teams. There is no platform to adopt.
| Part number | Package | Body size |
|---|---|---|
| HRD-1 | People and code | Small team |
(1) For all available configurations, see Ordering information.
4 Functional block diagram
| Pin | Name | I/O | Description |
|---|---|---|---|
| 1 | DATA | In | Documents, tickets, databases and chat. Read where they live; copied only when needed. |
| 2 | PPL | In/out | Your team. Sets goals, reviews output and owns the decisions. |
| 3 | TOOLS | In/out | The systems you already run, with their existing permissions. HRD-1 connects to them and replaces none. |
| 4 | ACT | Out | Agent actions inside your tools. Each one logged, each one reversible where the tool allows. |
| 5 | ANS | Out | Answers grounded in the company brain, with sources, for people and for other agents. |
| 6 | GND | — | Common sense. Tie to every decision. |
| 7 | NC | — | No connection. Reserved for hype; leave floating. |
5 Specifications
TA = your office, VDD = your existing stack, unless otherwise noted. Typical values describe how an engagement is meant to run. They are not measured results.
| Mode | What it does | Duration | You get |
|---|---|---|---|
| ASSESS | Map where AI should do work in your company, and where it should not. | Weeks | A written plan, ranked by value and effort |
| BUILD | Ship one agent that does one job inside your tools, with a person in the loop. | Weeks | Working software in your repository |
| INFER | Choose, host or route models to fit your cost, latency and privacy limits. | Weeks | An inference setup your team can run |
| BRAIN | Connect what the company knows so people and agents can find and use it, with permissions intact. | Weeks to months | A company brain your agents can query |
| ADVISE | Standing counsel for the team doing the work. | Ongoing | A regular call and written answers |
| Parameter | Value |
|---|---|
| Engagement length | weeks, not quarters |
| Interface | your team, your stack |
| Herendil team size | small |
| Code and data ownership | yours |
| Location | remote; on site when useful |
| Output format | software, written decisions |
| Parameter | Max |
|---|---|
| Hype words on this page | 0 |
| Slides before a working prototype | as few as possible |
| Vendor lock-in | none |
| Data leaving your boundary | what you approve |
(1) Stresses beyond these ratings may cause permanent damage to trust. Operation at these limits is not recommended either.
6 Application notes
Drafts in progress. Titles may change before publication.
- AN-001What a company brain is, and what it is notCompany brain
- AN-002Give the agent a job description before you give it toolsAgents
- AN-003Where inference should run, and who pays for itInference
- AN-004Start from the decision, then find the dataPractice
- AN-005Reading the logs: how to review what an agent didAgents
7 Ordering information
To order, book a call. We talk about your problem and whether HRD-1 fits it. No procurement portal, no sales sequence.
Book a callThe booking link goes here soon. Herendil is taking a small number of calls.
HRD-1-BUILD │ │ └── Mode: ASSESS, BUILD, INFER, │ │ BRAIN or ADVISE │ └──── Revision └──────── Herendil
Figure 3. Device nomenclature.
| Orderable part | Status | Configuration |
|---|---|---|
| HRD-1-ASSESS | PREVIEW | Assessment and written plan |
| HRD-1-BUILD | PREVIEW | One agent, built and handed over |
| HRD-1-INFER | PREVIEW | Inference setup |
| HRD-1-BRAIN | PREVIEW | Company brain |
| HRD-1-ADVISE | PREVIEW | Ongoing advice |
8 Revision history
| Rev | Date | Changes |
|---|---|---|
| A | Oct 2026 | Initial release. Device status: preview. |
| — | Before | Company dormant. Nothing to report. |