RIN
ORION connects a company's scattered information, investigates business questions across it and explains what the evidence supports. When the evidence is thin, it says so.
The answer is in six tools. Nobody can see all six.
Picture a 100-person company. Customer talks live in the CRM, money in spreadsheets, projects in Jira, decisions in Slack, docs in Drive, complaints in Zendesk. When the CEO asks a hard question, three people spend days stitching it together.
ORION gives all three a much faster starting point, with every finding linked back to its source. It doesn't replace them. It does the gathering.
A dashboard, a research assistant and an investigator.
One product, three ways in. Leaders see what changed, ask questions in plain English, and open a full investigation when the answer isn't simple.
See what changed
Revenue, customer risk and delivery in one view, with ORION's findings beside the numbers instead of hidden in fifteen dashboards.
Two accounts show strong warning signs. Cedar Ridge has unresolved dashboard export issues and delayed adoption reporting ahead of renewal[1][2]. Atlas Freight cut active seats after a support escalation[3].
- A third account looks weaker, but the evidence isn't strong enough to call it at risk.
Ask in plain English
Answers come only from the company's own connected information, with a numbered source for every claim and a clear note when the evidence falls short.
Investigate, don't just answer
ORION breaks a hard question into steps, runs real tools against the data, checks each explanation against evidence and states what's still uncertain. This is what makes it more than a document chatbot.
The foundation is real. Here's exactly what works.
The full vision is ambitious, so I keep a clear line between what runs today and what's next. The hardest part, the investigation engine, is already built and tested.
Built 06
Next 05
I tested whether it would refuse to guess.
Same question, same company, run twice. The second time I deleted the evidence that explains the drop. A tool that's guessing tells the same story both times. ORION didn't.
Testing also caught a real planner bug: the AI only searched for evidence in the month revenue fell, missing incidents from the weeks before. The validator now always reaches back a month, whatever the model plans, and a regression test replays the exact failing plan.
From answering questions to spotting problems first.
Today, most AI assistants wait to be asked. The finished ORION connects, investigates, watches and helps people act, with humans approving anything important.
Connect
Link approved tools into one permission-aware map of documents, records, metrics and how they relate.
Ask
Ask hard business questions and get answers from the company's own evidence, with sources.
Investigate
Break a question into steps, pull evidence across departments, test explanations and report confidence.
Monitor
Watch approved sources for meaningful changes and flag risks before someone has to ask.
Reporting delayed, export issues unresolved. Review with customer success.
Brief
A short Monday-morning briefing: what changed, who needs attention, what's moving the wrong way, and the evidence for each.
Act
Propose the next step, like a Jira task or a customer follow-up, and run it only after explicit approval.
Built in layers, for decisions that cost money.
Some layers are implemented and others are planned. Every layer follows the same principles, because a wrong business answer has real financial consequences.
Connected business systems
CRM · Documents · Projects · Support · Finance
Ingestion & sync
Parsing · Normalization · Change detection · Permissions
Company knowledge layer
PostgreSQL · pgvector · Documents · Metrics · Relationships
Reasoning & investigation engine
Retrieval · Planning · Tool execution · Evidence validation
CEO / Founder
Company performance and emerging risks
COO
Operational bottlenecks and delayed projects
CFO / Finance
Revenue changes and financial trends
Customer success
Renewal risks and unresolved issues
Product / Eng
Linking customer problems to delivery
A GENERAL AI ASSISTANT
- Knows the internet, not your company
- Answers from what it read in training
- One conversation at a time
- Waits to be asked
ORION
- Connected to the company's own systems
- Every claim traced to a source, or withheld
- Structured, multi-step investigations
- Permission-aware and, next, proactive
Not “ORION knows everything about your business.” ORION helps you investigate it, with evidence you can trace.
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A CI platform that recovers when workers die.