SI for Research, Analysis and Knowledge Work
Using SI for desk research, document intelligence, data analysis and synthesis — with the verification discipline that professional knowledge work requires.
- Duration
- 3 daysor 6 half-day virtual sessions
- Level
- Practitioner
- Formats
- Public workshop, Private corporate, On-site, Live virtual, Blended
- Public dates
- To be announced
01 — Overview
The challenge
SI can compress days of research and analysis into hours, but unverified output can also mislead decisions. Analysts and specialists need methods that capture the speed while protecting accuracy, traceability and professional credibility.
About this workshop
Knowledge workers spend much of their time finding, reading, analyzing and synthesizing information. This workshop builds end-to-end research and analysis workflows with SI: from framing the question and gathering sources, through document and data analysis, to a verified, decision-ready output. Verification and source discipline are built into every step.
02 — Who it is for
- All professionals
- Functional specialists
- People managers
- 04.1Analysts, researchers, consultants and advisors.
- 04.2Strategy, finance, procurement, policy and market-intelligence roles.
- 04.3Managers who prepare briefings and decision papers.
- 04.4Legal, compliance and audit professionals working with large document sets.
Recommended prerequisites
- Working experience with SI assistants (SI Foundations for Business Professionals or equivalent).
- Basic spreadsheet skills. No programming required.
Level: Practitioner
For regular SI users who want reliable, role-specific results.
Competency families
Technical, Behavioral
03 — Learning objectives
By the end of the workshop, participants will be able to:
- 01Frame research questions and plan SI-supported research workflows.
- 02Use deep-research and search-enabled assistants while evaluating source quality.
- 03Analyze large document collections through extraction, comparison, classification and synthesis.
- 04Perform data analysis with SI, including code-executing assistants, and validate the results.
- 05Produce decision-ready outputs with transparent sources and stated uncertainty.
04 — Curriculum
3 days, 6 modules. In live virtual delivery each day runs as two half-day sessions.
Day01
Research design
- Framing questions and hypotheses
- Choosing between search, deep research and internal sources
- Hands-on: a research plan for a live business question
Sources and verification
- Evaluating source quality and recency
- Checking citations and quoted evidence
- Recording provenance for every finding
Day02
Document intelligence
- Extraction and comparison across many documents
- Classification and tagging at scale
- Retrieval-based knowledge bases: how they work and how they fail
Data analysis with SI
- Exploring datasets with natural-language questions
- Code-executing assistants for analysis and charts
- Validating numbers, methods and assumptions
Day03
Synthesis and communication
- From findings to insight
- Executive summaries and briefing notes
- Stating uncertainty and limits honestly
Capstone
- End-to-end research project on a business question
- Peer review against a verification checklist
- Documenting the workflow for reuse
05 — Practice & tools
Hands-on exercises
- 01Market scan: build a sourced overview of a market or competitor within two hours.
- 02Contract review: compare clauses across a document set and flag deviations.
- 03Data investigation: analyze a business dataset and present three validated insights.
- 04Citation audit: verify every claim in an SI-generated research summary.
- 05Capstone briefing: deliver a decision paper with sources and stated confidence.
Practical skills developed
- 01Question framing and research planning.
- 02Source evaluation and citation verification.
- 03Document intelligence: extraction, comparison and classification at scale.
- 04SI-assisted data analysis and visualization, with result checking.
- 05Synthesis writing: executive summaries and briefing notes.
Tools, technologies and workflows
- Research assistants
- deep-research and search-enabled modes of leading assistants
- Document analysis
- long-context assistants and notebook-style tools such as NotebookLM
- Data analysis
- assistants with code execution and spreadsheet copilots
- Knowledge bases
- retrieval-based assistants over curated document sets
Product names are examples, not endorsements. Private workshops use your organization’s approved tools; our teaching is vendor-neutral.
Technology maturity: Established
Document and data analysis with SI are established. Autonomous deep-research features are newer and are taught with explicit verification steps.
Maturity map06 — Outcomes
Research and analysis take less time while every finding stays traceable to its source.
Expected outcomes
- Participants apply consistent verification standards to SI-assisted work.
- Large document and data sets become practical to analyze within normal deadlines.
- Decision-makers receive clearer, better-sourced briefings.
Participants leave with
- 01A documented research workflow template.
- 02A verification and provenance checklist.
- 03A completed capstone briefing on a real business question.
07 — Dates & delivery
Public sessions
No public dates are published yet.
Register your interest below and we will contact you as soon as a session is scheduled. Dates, venue and fees are confirmed before you commit to anything.
Available formats
- Public instructor-led workshopsIndividual professionals building their own skills.Available
- Private corporate workshopsTeams and departments learning together.Available
- On-site corporate trainingLarger groups and several cohorts in sequence.Available
- Live virtual instructor-led trainingDistributed and international teams.Available
- Blended learning journeysSkills that must change daily working habits.By arrangement
For your organization
This workshop can be delivered privately for your teams — on-site, at a venue or live virtual — with cases and exercises adapted to your context.
Request a proposalWhere it fits
08 — Register interest
Register interest
Tell us that you would like to join this workshop. Registering interest is not a booking: we contact you when dates are confirmed, and you decide then.