Native multimodal agent modelsBuilt for work with lower token consumption

SenseNova native multimodal agent models handle data analysis, deep research, complex image understanding, PPT generation, and more. Token Plan is here—faster, better, more efficient.

Native multimodal agents

Native vision for agents—your agent sees the same world you do.

Built for enterprise workflows

Long, multi-step office work—analytics, PPT, research, infographics—without breaking a sweat.

~60% lower token usage

Versus text-only agents, up to ~60% token savings in search-heavy scenarios.

01 / Model highlights

Lightweight to run, strong on outcomes

SenseNova 6.7 Flash-Lite is a lightweight multimodal agent model for real workflows; SenseNova U1 Fast unifies multimodal understanding and generation.

Lightweight · Agent-optimized

SenseNova 6.7 Flash-Lite

Lightweight multimodal agent model for real workflows

Efficient at scale—quality, cost, and deployability
Office-tuned for stable long-chain tasks
Native multimodal stack for real-world content
Better token efficiency—predictable cost on complex jobs

Multimodal · Understand & generate

SenseNova U1 Fast

Multimodal understanding and generation in one model

Accelerated from SenseNova U1, tuned for infographic generation
Strong generation with high-density information design
Rich layout—infographics and pixel-polished slides

SenseNova 6.7 Flash-Lite · Leading on 10 benchmarks

At similar scale, strong on long chains, planning, and multimodal understanding.

SenseNova 6.7 Flash-Lite benchmark comparison

02 / Use cases

Real office work, end to end

Native multimodal reasoning goes from materials to plans to charts, reports, and decks—input to output in one run.

Part 01

One closed loop for intelligent work

From one raw market sheet to insights, research, and a board-ready deck—data, conclusions, and assets together.

Image generated with SenseNova U1 model

Closed loop: data insights → industry research → PPT

Part 02

Core office scenarios covered

With Cowork-Skills, agents can run the "read → think → act → deliver" loop in real office tasks. Here are three representative cases and outputs.

Data analytics

10 monthly Excel files → one performance report

From 10 monthly Excel files and 932 performance rows, the agent normalizes schemas, analyzes trends, distributions, role comparisons, and individual performance, and recovers from font/plot errors. After user feedback on charts, it traces to the data layer, fixes a MultiIndex issue, and ships the final report—integrate → analyze → generate → trace → verify.

Deliverable

Employee performance report.docx

Word · Report

5 sections8 charts8 tables10 sources

View full case study →

Deep research

Investment-grade industry report in one pass

11 chapters on market size, policy, global competition, commercialization, funding, technology, cost, supply chain, roadmap (2026–2028), and recommendations. Covers seven domestic players with global peers; figures in CNY, percentages, YoY; appendix with product specs—investment style, data-first.

Deliverable

2026 China embodied AI industry report

Research · Report

11 chapters9 key companiesSpec appendix

View full case study →

Slide decks

8-slide expo-grade deck: “The generative AI revolution”

Eight slides on text/image/video/code generation, automation, business use, and trends—one theme per slide with bold titles, concise copy, 1–2 visuals, and key metrics. Magazine/expo look; images from search; HTML canvas ~1600×900.

Deliverable

Generative AI revolution.pptx

PPT · Showcase

8 slides1600×900Unique layout per slide

View full case study →

Part 03

Examples across industries

Skills mix by industry—education, academia, finance, retail, manufacturing, government, and more.

Finance

Industry & company deep dives

Multi-source retrieval, analytics, narrative, and decks—investment-grade loops.

Marketing

Campaigns & competitor intel

Harvest competitor signals, sharpen positioning, ship campaign plans and roadshow decks.

Manufacturing

Ops analytics & management reports

Pull metrics from multi-plant Excel, charts, and board-ready narratives.

Education

Lesson plans & slides

Differentiated lesson plans and decks from syllabus inputs.

Academia

Literature reviews & state of the art

Multi-source search, evidence merge, polished survey drafts.

E-commerce / retail

Weekly & monthly reviews

From databases and sheets to review conclusions and presentable decks.

Government / enterprise services

Policy research & drafting

Retrieve policy text, extract points, structured writing.

Healthcare / pharma

Medical synthesis & summaries

Consolidate literature, anchor conclusions, reporting-ready outputs.

03 / Cowork-Skills

Open skills: last mile from model to scenario

Eight composable skills across understand, act, and generate—use alone or chain for long workflows.

Part 01

Cowork-Skill design

Three layers (understand / act / generate) across eight skills—full multimodal stack.

Layer 01

Multimodal understanding

Parse diverse inputs into structured, reusable assets.

01Material analysis

From docs, pages, notes, and sheets—distill signals and downstream task briefs.

02Multi-source synthesis

Search, filter, merge evidence with traceability for the topic.

03Tables & vision

Understand tables and imagery—fields, definitions, cleaning, preprocessing.

Layer 02

Interactive execution

Refine what you already have—compute and edit in one loop.

04Data insights

Stats, trends, comparisons—auto charts and narrative conclusions.

05Conversational slide polish

Rewrite, restructure, beautify, align style, swap visuals, add slides via chat.

Layer 03

Multimodal generation

Produce high-quality final artifacts from scratch.

06Deck generation

Decks from analysis and briefs—standard or creative paths.

07Report writing

Full reports with abstract, outline, conclusions, comparisons, recommendations.

08Infographics

Turn complexity into posters, summaries, and flow visuals for sharing.

Part 02

Skills across industries

Not one vertical—core knowledge work across education, academia, finance, retail, manufacturing, government, and more.

Legend Strong fit Partial fit

Industry	Scenario	Material analysis	PPT generation	PPT refinement	Multi-source synthesis	Report writing	Table & image analysis	Data insights	Infographics
Education	Exam grading & learning analytics
Education	Lesson plans & slide decks
Academia	Academic writing assistance
Academia	Literature reviews & research synthesis
Finance	Industry & company deep dives
Finance	Financial statement analysis
E-commerce / retail	Ops reviews & weekly / monthly reports
Marketing	Campaigns & competitor research
Manufacturing	Ops data analytics & management reporting
Government / enterprise services	Policy research & document drafting
Healthcare / pharma	Medical literature & research summaries
General office	Reports, summaries & proposals

04 / Token PlanLearn more →

More than a discount—a productivity bundle

SenseNova Token Plan is about more than "lower cost"—it’s about "peace of mind." Efficient curated models plus generous caps so long jobs run confidently—high-value, high-frequency, scalable delivery for office productivity.

Read, organize, decide
Analyze tables, extract conclusions, chart results
Ship decks, reports, and infographics
Execute across steps—not just advice

01Native multimodal agents

Understand and generate—documents, images, tables to rich deliverables.

02Built for enterprise work

From task understanding to final artifacts—complex flows finish end to end.

03~60% lower token usage

Predictable tokens, more output per dollar, confidence on long chains.