Can I use both TKTIDE and Jellyfish?

Yes - and many teams do. Jellyfish handles the executive reporting layer; TKTIDE handles the day-to-day operational layer for managers and leads. Different jobs, different surfaces, same underlying data.

Does TKTIDE do investment area / R&D capitalization reporting?

No. That's Jellyfish's wedge and we don't try to replicate it. If your primary need is finance-grade allocation reporting, Jellyfish is the right tool.

Is TKTIDE's AI different from Jellyfish's AI features?

Architecturally, yes. Jellyfish layers AI summaries on top of an analytics platform. TKTIDE is agentic from the ground up: every connected tool is an agent; the agents reason together; you ask one question and get one synthesized answer.

How does pricing compare?

Jellyfish is sold per-developer at an enterprise price point. TKTIDE has a free tier (2 users) and per-seat plans starting at $9/seat/mo. We're priced for teams; Jellyfish is priced for orgs.

Comparison

TKTIDE vs. Jellyfish

Jellyfish reports on engineering for executives. TKTIDE answers questions for the team. Same data, very different surface.

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At a glance

The short version. Five lines.

TKTIDE

Jellyfish

Core positioning

Agentic AI platform that answers questions across your tools in real time

Engineering Management Platform - analytics, allocation reporting, board-ready charts

Primary user

Engineering managers, leads, scrum masters running the next sprint

VP Eng, CFO, finance - capitalization, allocation, executive reporting

Time to insight

Ask a question, get a synthesized answer in seconds.

Dashboards refresh on a schedule; insights live in board reviews.

AI architecture

One agent per connected tool. Orchestrator synthesizes across them.

Analytics layer with rule-based + ML scoring. AI summaries layered in.

Best for

Teams that want operational answers and recommendations day-to-day.

Engineering orgs that need executive-level investment-area reporting.

Full feature matrix

Every feature, sourced. No fine print.

Tools supported

Feature

TKTIDE

Jellyfish

Note

Jira

GitHub

GitLab

Azure DevOps

Monday.com

HiBob

Partial

Confluence / Notion

Partial

AI & agents

Feature

TKTIDE

Jellyfish

Note

One agent per connected tool

Cross-tool synthesis in one chat answer

Sprint risk score with webhook on red

Partial

Jellyfish surfaces risk in dashboards; TKTIDE fires a webhook the moment a ticket flips.

100-point per-developer task allocation with reason chain

Cross-tool duplicate detection

Reporting & exec layer

Feature

TKTIDE

Jellyfish

Note

Investment area / R&D capitalization reporting

This is Jellyfish's wedge - TKTIDE doesn't try to replace it.

Allocation reporting (build vs. run vs. KTLO)

Board-ready trend charts

Partial

Operational sprint-level synthesis

Partial

Privacy & security

Feature

TKTIDE

Jellyfish

Note

Metric-only storage (no ticket bodies persisted)

Optional self-hosted LLM (Ollama)

Comparison current as of April 2026. Sourced from Jellyfish public documentation. If we've missed or misrepresented a feature, email info@tktide.com and we'll update.

Which one fits you

Pick the one that solves your actual problem.

Choose TKTIDE when

You want answers in chat, not in dashboards. 'What's blocking the sprint?' should resolve in seconds.
Your buyer is the engineering manager / lead, not the CFO.
You care about the next sprint, not the next board deck.
Your security team has questions about where ticket bodies go. TKTIDE's metric-only model is built for that conversation.
You want recommendations with audit trails, not just charts.

Choose Jellyfish when

Your primary need is executive-level allocation and capitalization reporting. Jellyfish is purpose-built for that.
Your buyer is finance / VP Eng and the deliverable is a board chart, not a sprint decision.
You need investment area attribution that maps to financial reporting categories.

We list these so you have the full picture. An honest comparison builds more trust than a one-sided pitch.

Common questions

Short answers. No dodges.

Ready to see TKTIDE on your stack?

We'll show you TKTIDE running on your actual Jira, GitHub and Jellyfish data. 20 minutes. Your real workflow.

Talk to us Book a demo