Fractional AI Research & Business Documentation

Turn scattered information into decision-ready work.

I help founders, consultants and professional-service businesses transform rough notes, files and research into clear reports, proposals, SOPs, presentations and practical AI-enabled workflows.

13+ years enterprise B2B experience Certified AI Generalist Human-reviewed output
Services

Senior thinking, converted into usable output.

The focus is not high-volume content production. It is high-value business work that requires research, judgement, structure and careful final review.

01 / RESEARCH

Research & Decision Briefs

Source-backed analysis that helps you understand a market, compare options and decide what to do next.

  • Market and competitor scans
  • Pricing and offer analysis
  • Opportunity assessments
  • Executive research reports
02 / DOCUMENTATION

Proposals & Business Documents

Professional customer-facing and internal documents created from incomplete notes, recordings and existing files.

  • Sales proposals and company profiles
  • Business cases and capability statements
  • SOPs and onboarding guides
  • Website and email communication
03 / SYSTEMS

Practical AI Workflow Advisory

Simple, low-cost workflows that make research, documentation and follow-up faster without unnecessary software subscriptions.

  • Google Sheets–based trackers
  • Prompt and review systems
  • Document-generation workflows
  • Team AI productivity playbooks
What changes

Less information chaos. More confident execution.

1

Faster decisions

Research is summarised around the question you actually need to answer.

2

Stronger client communication

Proposals and documents look credible, structured and easier to approve.

3

Reusable knowledge

Important processes become repeatable documents rather than oral instructions.

“AI accelerates the work. Experience decides what is relevant, accurate and worth presenting.”
— The operating principle behind every engagement
Process

A clear path from input to final delivery.

Every assignment is scoped around an agreed outcome, delivery format and review process. Sensitive or confidential information is handled only within the project context.

Understand

Clarify the business question, audience, source material and expected outcome.

Research

Review supplied information and conduct targeted source-backed research where required.

Structure

Build the narrative, analysis, recommendations, document architecture and supporting evidence.

Refine

Human-review the final output for accuracy, tone, logic and practical usability.

Engagements

Start with a defined business outcome.

Pricing is confirmed after scope review. The ranges below make it easier to decide whether the engagement is a practical fit.

Focused assignment

Research Sprint

₹12,500+

For a defined market, competitor, pricing or opportunity question.

  • Structured research brief
  • Source references
  • Findings and recommendations
  • Editable final report
Discuss a research brief
Ongoing support

Fractional Support

₹18,000/month +

For businesses that need recurring research, proposals, documentation and executive communication.

  • Reserved monthly capacity
  • Prioritised assignments
  • Defined monthly deliverables
  • Pause or resize by agreement
Discuss monthly support
Umesh Pashan, AI research and business documentation consultant
About Umesh

Enterprise discipline, strengthened by modern AI workflows.

I bring more than 13 years of experience in enterprise B2B, technical solutioning, proposals and project-led communication. Today, I combine that professional discipline with advanced AI research and production workflows to help smaller businesses access senior-quality output without building a full internal team.

My role is not to send unedited AI output. I determine the structure, challenge assumptions, verify important information and deliver work that can be used with customers, management teams and employees.

13+ yearsEnterprise B2B and project experience
AI GeneralistCertified and actively building AI workflows
Bengaluru, IndiaAvailable for remote assignments
Human-reviewedAI-assisted, not AI-abandoned
View LinkedIn profile ↗
Questions

Before we work together.

What types of businesses are the best fit?

Founders, consultants, clinics, trainers and professional-service businesses that need stronger research, proposals, documentation or internal operating material.

Do you provide video editing and social-media carousel design?

These are not core services. I can prepare the strategy, writing and content structure. Advanced design, animation or video production can be coordinated through a specialist partner when the project requires it.

Will the work be generated entirely by AI?

No. AI is used to accelerate research, extraction, drafting and comparison. Final structure, judgement, checking, recommendations and editing are handled by me.

Can you work from rough notes and recordings?

Yes. Most projects begin with incomplete information, existing files, meeting recordings or a discovery call. Converting that material into a coherent business asset is a central part of the service.

How quickly can a project start?

Small assignments can normally be scheduled after a short scope discussion. Delivery timing depends on the amount of research, source material and review required.

Start a conversation

Have a business idea, messy source folder or document that needs structure?

Send a brief note describing the outcome you need. I will respond with the information required to scope the assignment.