# AI tools by domain: a builder's landscape (2026)

Entries are **representative, not ranked**. Capabilities and pricing change weekly; verify before you commit budget.

## How we picked these domains and products

- **Live recency check:** web search per domain for launches, shutdowns, and “legacy” labels—not model memory alone.
- **Official sources first**, then cross-check 2026 comparisons and usage snapshots (e.g. OpenRouter traffic for images).
- **Same depth for every product**, including K2F in the documents domain.
- **As of September 2026.** Not exhaustive.

## What we excluded (and why)

- **OpenAI Sora (consumer app and Videos API):** discontinued in 2026 (app April 26; API September 24) with no documented replacement endpoint—teams moved to **Veo**, **Kling**, and **Seedance** for new work.
- **GitHub Copilot as a 2026 “coding agent” peer:** still maintained for inline completion inside GitHub, but the **autonomous agent conversation** in mid-2026 centers on **OpenAI Codex**, **Cursor**, and **Claude Code**—not 2022-era “Copilot vs everything” framing.
- **Midjourney as the default image API story:** still a consumer product, but **developer/API traffic** in 2026 heavily favors Google’s **Nano Banana** family and **FLUX.2** for shipped pipelines.

## At a glance

| Domain | Representative products | Typical output | Best when… |
|--------|-------------------------|----------------|------------|
| Coding agents | OpenAI Codex, Cursor, Claude Code (+ **OpenCode** OSS harness) | Diffs, PRs, cloud task patches | You automate repo work end-to-end |
| AI video | Google Veo 3.1, Kling 3.0, Seedance 2.0, **Runway** | Short clips with audio | You need marketing or previz after Sora’s retirement |
| Audio & voice | ElevenLabs, Suno | Speech or music tracks | You dub product UI or ship social audio |
| Image generation | Nano Banana 2, FLUX.2 | PNG/Web assets | You want Gemini-speed APIs or self-hosted FLUX |
| Agentic browsing | Perplexity Comet (+ Computer) | Web actions, cited research | You delegate browser tasks (watch credit meters) |
| Enterprise copilots | Microsoft 365 Copilot, Google Workspace Gemini | Office / Google files | Your org already lives in M365 or Workspace |
| Legal AI | Harvey, Thomson Reuters CoCounsel | Cited drafts and research | You need enterprise legal controls |
| Support AI | Intercom Fin, Zendesk AI; **Sierra** / **Decagon** (enterprise agents) | Resolved tickets | You run support on those platforms |
| Documents & publishing | K2F, Manus, Gamma, **Genspark** | `.K2F`, slides, exports | You need **files**—open verify gates or fast SaaS |

## Coding agents

Autonomous coding in 2026 is a **three-way workflow choice** (terminal vs IDE vs ChatGPT bundle)—plus optional open harnesses like OpenCode if you want MIT-licensed tooling. None of these replace a document compiler.

### OpenAI Codex

- **OpenAI’s coding agent stack:** open-source [Codex CLI](https://github.com/openai/codex) in the terminal, IDE extension (VS Code, Cursor, Windsurf), and **Codex Web** at chatgpt.com/codex ([CLI docs](https://learn.chatgpt.com/docs/codex/cli)).
- Supports local repo work, scripted `codex exec`, and **cloud delegation** (`codex cloud`) to run tasks remotely and apply diffs locally.
- **Agent fit:** High—MCP, skills ecosystem, multi-surface same agent family.
- **Limitations:** Plans, credits, and cloud features vary; not a document layout engine. Pair with K2F for publish gates ([compare Codex](/compare/codex)).

### Cursor

- Agent-first workspace ([Cursor Agent](https://cursor.com/docs/agent/overview)); Cursor 3 emphasizes parallel local/cloud agents and broad model routing.
- **Best when** you want the agent inside the editor with Tab completions and visual diffs.
- **Limitations:** Proprietary; monthly credits by model tier.

### Claude Code

- Terminal-first agent bundled with Claude subscriptions; strong for long-horizon repo tasks and hooks-driven automation.
- **Best when** you live in the shell and want Anthropic’s orchestration story.
- **Limitations:** Separate billing from ChatGPT/Codex; not multi-vendor by default.

## AI video generation

After **Sora’s 2026 shutdown**, production teams standardize on models with **active APIs and native audio**. Clips remain short; plan editorial finishing separately.

### Google Veo 3.1

- Google’s cinematic line; widely cited in 2026 roundups for realism, prompt adherence, and **native audio** (including vertical/4K modes in 3.1-era specs).
- **Limitations:** Product entitlements and duration caps depend on Google’s consumer/cloud surfaces.

### Kling 3.0 / Omni

- Strong for **multi-shot** storytelling, camera control, and synchronized dialogue in recent tiers.
- **Limitations:** Regional and reseller pricing varies.

### Seedance 2.0

- ByteDance model noted for **multi-shot consistency** and multimodal references in 2026 benchmarks.
- **Limitations:** Moderation and regional availability differ by host platform.

### Runway

- Studio and API for generative video (Gen-4.x family on [runway.com](https://runway.com/)); still a common **incumbent** beside newer foundation-model hosts.
- **Limitations:** Credit-based pricing; clip length limits.

## Audio & voice AI

### ElevenLabs

- TTS, dubbing, and voice APIs ([elevenlabs.io](https://elevenlabs.io/)) for apps and media pipelines.
- **Limitations:** Licensing/consent for cloned voices; usage-based pricing.

### Suno

- Prompt-to-music for creators ([suno.com](https://suno.com/)).
- **Limitations:** Commercial rights governed by product terms—not a replacement for licensed production music.

## Image generation

2026 **API traffic** skews toward Google’s **Nano Banana** line and developer-deployable **FLUX.2**—not 2023 Discord-first defaults.

### Nano Banana 2 (Gemini 3.1 Flash Image)

- Google’s fast image model ([DeepMind overview](https://deepmind.google/models/gemini-image/flash/)); launched in the **Nano Banana 2** wave (Feb 2026) with editing, consistency, and production resolutions.
- **Limitations:** Verify factual claims in images; watermarking via SynthID/C2PA.

### FLUX.2 (Black Forest Labs)

- Developer-oriented image stack (API and open checkpoints such as **FLUX.2 Klein**) for cost-sensitive or on-prem generation.
- **Limitations:** License terms vary by checkpoint; you own hosting and safety filters.

## AI research & agentic browsing

### Perplexity (Comet + Computer)

- **Comet** browser ([perplexity.ai/comet](https://www.perplexity.ai/comet)) delegates research, email drafts, and web chores from a dedicated client.
- **Computer / Browser Control** runs actions on sites; as of **August–September 2026**, heavy Computer use is **credit-metered** even for some Pro subscribers—budget beyond the base subscription.
- **Limitations:** Not a document compiler; automation costs can spike after promotional credits.

## Enterprise workspace copilots

### Microsoft 365 Copilot

- Copilot across Word, Excel, PowerPoint, Teams with tenant Graph context ([Microsoft 365 Copilot](https://www.microsoft.com/microsoft-365/copilot)).
- **Limitations:** Admin and licensing complexity; proprietary Office formats.

### Google Workspace with Gemini

- Gemini in Gmail, Docs, Sheets, Slides ([Workspace AI](https://workspace.google.com/solutions/ai/)).
- **Limitations:** Strongest inside Google-native files.

## Legal & regulated professional AI

### Harvey

- Legal platform (Assistant, Vault, agents) with enterprise security ([harvey.ai](https://www.harvey.ai/)).
- **Limitations:** Vertical SaaS—not an open publishing format.

### Thomson Reuters CoCounsel

- Legal research and drafting within Thomson Reuters subscriptions ([CoCounsel](https://legal.thomsonreuters.com/en/products/cocounsel)).
- **Limitations:** Ecosystem-bound.

## Customer support & service AI

### Intercom Fin

- AI agent for conversational support on Intercom ([Fin](https://www.intercom.com/fin)).
- **Limitations:** Platform-bound.

### Zendesk AI

- AI agents and copilot features for ticketing ([Zendesk AI](https://www.zendesk.com/service/ai/)).
- **Limitations:** Requires Zendesk estate.

### Sierra and Decagon (enterprise)

- **Sierra** ([sierra.ai](https://sierra.ai/)) and **Decagon** ([decagon.ai](https://decagon.ai/)) market **AI customer-service agents** for large brands—often alongside—not instead of—ticketing platforms.
- **Limitations:** Enterprise sales cycles; verify product scope vs your CRM stack.

## Documents, publishing & agent-editable deliverables

SaaS agents (**Manus**, **Gamma**) optimize speed in a hosted UI. **K2F** optimizes **machine editability**, lock-based pixels, and multi-format export with verification.

### K2F

- Open semantic document format and reference engine ([k2f.dev](https://k2f.dev/)); **0.3.x** ships PDF (incl. AcroForm), DOCX, PPTX, IDML, Markdown bridge, [agent skill](https://k2f.dev/skills/k2f), and **stdio MCP** ([status](https://k2f.dev/status)).
- **Export accuracy:** **PDF matches the lock pixels**; **DOCX/PPTX/IDML allow slight Office/InDesign reflow** and are **not** fillable forms (AcroForm is PDF-only).
- **Agent fit:** High for `pack_verify` gates and one source → many exports; complements **Codex** for code/data orchestration.
- **Limitations:** Exports are lock drawings, not round-trip sources (`DOCX_IS_NOT_A_SOURCE`, `PDF_IS_NOT_A_SOURCE`, etc.); not a drag-and-drop Word replacement.

### Manus

- Autonomous agent for research-backed documents, slides, and **Wide Research** parallel tasks; **API v2** for automation ([Manus API](https://open.manus.ai/docs/v2/introduction)).
- **Limitations:** Proprietary outputs; review stakeholder-ready claims manually.

### Gamma

- AI decks, docs, and sites with PPT/PDF/Google Slides export ([gamma.app](https://gamma.app/)).
- **Limitations:** Hosted editor; no open verify gate on semantic source.

### Genspark

- **Agentic** workspace for research, pages, and slides ([genspark.ai](https://www.genspark.ai/))—overlaps Manus/Gamma on “prompt → deliverable.”
- **Limitations:** Proprietary; export and API details vary by plan—verify for production.

## How document publishing fits the wider AI stack

1. **Coding agents (Codex, Cursor, Claude Code)** — plan, implement, analyze data, call APIs.
2. **Document SaaS (Manus, Gamma)** — fastest path from prompt to presentable deck or report.
3. **Document compiler (K2F)** — semantic patches, deterministic lock, integrity banners, and exports your CI can gate.

A common 2026 pattern: **Codex** (or Claude Code) owns the repo; **K2F** owns the `.K2F` package and exports; **Gamma** still wins when marketing wants a polished deck without touching git. See [Compare](/compare), [Gallery](/gallery), and [Why K2F exists](/why).

## When to reach for what

- **Default agentic coding stack** → Codex, Cursor, or Claude Code (pick by surface: ChatGPT bundle vs IDE vs terminal).
- **Video after Sora** → Veo, Kling, or Seedance—confirm API access on your host.
- **Images in production APIs** → Nano Banana 2 or FLUX.2—not assumed 2023 leaders.
- **Browser delegation** → Perplexity Comet; monitor **Computer credits**.
- **Verified Word/PDF/PPTX/IDML from agents** → K2F skill + compiler.
- **Research doc + slides in one SaaS loop** → Manus, Genspark, or Gamma.

## Sources & freshness

| Area | Last verified | Primary sources |
|------|---------------|-----------------|
| Codex, Cursor, Claude Code, OpenCode | 2026-09 | github.com/openai/codex, cursor.com, anthropic.com, opencode.ai |
| Veo, Kling, Seedance, Runway | 2026-09 | Vendor sites + 2026 video roundups |
| Nano Banana, FLUX.2 | 2026-06–09 | deepmind.google, OpenRouter usage reports |
| Perplexity Comet | 2026-09 | perplexity.ai; Aug–Sep 2026 Computer credit reporting |
| K2F | 2026-09 | k2f.dev/status, exporting guides |
| Sora retirement | 2026-09 | openai.com; API shutdown Sep 24, 2026 |

This roundup is based on publicly available information at the time of writing. Capabilities, pricing, and policies may change; verify details with the relevant provider.
