Key-person dependency
A handful of people know why the platform works the way it does. When they are busy, changes wait. When they leave, the knowledge leaves with them.
For data and database teams
Verified knowledge for your data platform.
Telvi captures how your warehouse works, from the engineers who built it and the code that runs it. It keeps that knowledge accurate, so your teams and your AI agents can change the platform safely.
- Built for Oracle PL/SQL warehouses
- Read-only access to your code
- Managed, in the region you choose
- Your own AWS Bedrock account, or ours
The problem
Most of what your data platform depends on was never written down.
Code shows what a pipeline does. It rarely shows why. The reasons sit with a few senior engineers, in old tickets, and in documentation that no longer matches the code.
Slow, risky change
Engineers spend much of a change reconstructing intent before they can act on it. Documentation that has drifted from the code makes mistakes more likely, not less.
AI without context
AI assistants and agents can read your schema and your code. They cannot see the decisions behind them, and they will confidently change what they do not understand.
Product
Capture, verify and answer, continuously.
Telvi builds a knowledge graph of your data platform from three sources: your code, your documents and the people who know. Each statement in it can be traced to where it came from.
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01
Capture
Telvi reads your code to find what is undocumented, then asks the engineers who know short, specific questions. Answers can reference Jira tickets and Confluence pages, which Telvi reads as evidence. Only what the engineer or the linked page actually says is recorded, attributed to its author.
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02
Verify
Each statement is checked against the code it refers to and marked confirmed, contradicted or unverified. Documentation that disagrees with the code is flagged. When a team retires an old approach, the record changes once the code reflects it.
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03
Answer
Engineers ask in plain language and get a short answer with numbered sources: the person, the document or the line of code. Telvi traces where a column's value comes from and how data moves between pipelines, starting from what your team has documented.
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04
Close the gaps
When something has not been recorded, Telvi says so and turns it into an open question for the person most likely to know. Coverage grows with use, and what remains unknown stays visible.
Designed for AI agents. The same verified, sourced statements are built to be queried by AI agents, so they work from your team's decisions rather than inferring them from the schema.
How it compares
Different from documentation and search.
| Capability | Wiki | Enterprise AI search | Code assistants | Telvi |
|---|---|---|---|---|
| Captures why, not only what | When someone writes it | When a document says it | Reads code only | Asks the engineers who know |
| Checks statements against the code | No | No | No record of intent | Every statement |
| Shows what is not known | No | Answers regardless | Infers | Opens a question for an owner |
| Flags outdated documentation | No | No | No | When the code disagrees |
| Attribution for every answer | Page history | Document links | No | Person, document or line of code |
Use cases
Where teams use Telvi.
Change impact
Before modifying a package, view or load, see what depends on it, why it was built that way and who to consult.
Onboarding
New engineers get sourced answers in their first week instead of queueing for time with senior staff.
Knowledge transfer
Record what departing or rotating engineers know while they are still available to answer questions.
Safer AI adoption
Give assistants and agents the business rules and history behind your platform, not only its schema.
Built for Oracle PL/SQL warehouses: packages, procedures, materialised views, scheduler jobs, control files and static data, together with Jira and Confluence. Running a different stack? Tell us about it.
Security and deployment
Managed for you, with limited access to your systems.
What Telvi needs, where it runs, and what we do and do not have in place today.
- Hosting
- Fully managed by us. You choose the data centre and region your instance runs in.
- Access to your systems
- Read-only access to the code repositories you connect. Telvi does not write to your code or databases.
- Language models
- Use your own AWS Bedrock account, or the one we provide.
- Traceability
- Every recorded statement keeps its author, its evidence and its history. Every answer lists its sources.
- Certifications
- We do not hold SOC 2 or ISO 27001 certification today. We will complete your security questionnaire and walk your team through our practices.
Pilot
Start with one area of your platform.
- 1
Scope
Choose one pipeline or subject area, and the engineers who know it best.
- 2
Connect
Grant read-only access to the relevant code, plus Jira and Confluence if you use them.
- 3
Capture and verify
Telvi asks your engineers targeted questions and checks their answers against the code.
- 4
Review
See what was captured, what the code confirms, what it contradicts and what is still open.
See what your platform knows, and what it doesn't.
Tell us about your platform and the area you would start with. We will reply within one working day.
Request a pilotor write to hello@telvi.ai
Contact
Datwa Labs
- hello@telvi.ai
- Phone
- +91 824 961 9206
- Security
- security@telvi.ai
- Address
- 2nd Floor, Plot 343, Infocity Ave, Sishu Vihar, Patia, Bhubaneswar, Odisha 751024, India