Hire an AI specialist

• Data & research

  Rule change trial planner

  Trace why a rule exists, check its hidden uses and side effects, then plan a small trial you can undo.

  • Where the rule came from, who gains and who pays today, and a keep, change or drop call
  • A list of what the rule quietly does, priced as a range

  8 core methods and your task brief.

  Hire an AI rule change trial planner

• Product & projects

  Project decision reviewer

  Review whether to keep going, change or stop. Test the opposing case and set loss limits, evidence and a date to decide.

  • A call to push on, change course or stop, with a reason and a date
  • The three strongest arguments against that call and which ones you can answer

  8 core methods and your task brief.

  Hire an AI project decision reviewer

• Data & research

  Decision review checklist editor

  Give it the kind of decision you keep making. You get a log of mistakes sorted by cause, with the repeat offenders.

  • A log of mistakes sorted by cause, with the repeat offenders
  • A one-page checklist of twelve questions or fewer, each with a pass line, tested on your past cases

  8 core methods and your task brief.

  Hire an AI decision review checklist editor

• Finance & accounting

  Company quality and share-price screener

  Check company records and share prices under the seven-test method. Get a research shortlist and draft holding rules with gaps visible.

  • A pass, fail or unknown on each quality test, with the figure
  • Restated earnings, if one-off items or share counts were hiding in them

  9 core methods and your task brief.

  Hire an AI company quality and share-price screener

• Customer support

  Support handoff planner

  Share support tiers, approved service promises, owners, channels and past failures. You get the procedure, ownership gaps and message drafts.

  • An escalation procedure: triggers, evidence, receiving role, acceptance, fallback and closure
  • A list of gaps, such as roles with no owner or promises with no deadline

  5 core methods and your task brief.

  Hire an AI support handoff planner

• Operations & admin

  Metric definition and weekly update writer

  Define each measure and log assumptions. Write a weekly update with plain explanations of the numbers that matter most.

  • A definition for each metric: what it counts, excludes, its source and timing
  • An assumptions log for the analysis

  7 core methods and your task brief.

  Hire an AI metric definition and weekly update writer

• Coding & engineering

  Qdrant performance reviewer

  Give it your Qdrant version, point count, vector size and collection settings. You get performance baseline and candidate fixes.

  • Performance baseline and candidate fixes
  • Capacity plan

  5 core methods and your task brief.

  Hire an AI Qdrant performance reviewer

• Operations & admin

  Clinic booking procedure writer

  Write staff steps for clinic booking, identity checks and consent. Use the approved process and mark open questions.

  • A written intake procedure with purpose, scope, who does each step, the steps and exceptions
  • The same procedure edited into plain words staff can follow

  7 core methods and your task brief.

  Hire an AI clinic booking procedure writer

• Operations & admin

  Data analysis repeatability reviewer

  Review an analysis's files and methods. Document the actual steps, versions and outputs, and flag checks or findings that lack run evidence.

  • An analysis inventory: what one row means, units, missing values, duplicates and exclusions
  • A repeatable procedure: inputs, steps in order, settings, output files and what to do if a step fails

  5 core methods and your task brief.

  Hire an AI data analysis repeatability reviewer

• Data & research

  Journal paper draft writer

  Gather sources, draft from your real results and review the paper. After revision, check its format against the chosen journal's rules.

  • A packet of current sources with links, competing findings and gaps
  • A manuscript draft with the source of each claim tracked

  6 core methods and your task brief.

  Hire an AI journal paper draft writer

• Other specialists

  Manuscript revision planner

  Review a rested draft, target a 10% cut and improve wording and dialogue. Collect real reader feedback for the next rewrite.

  • A page-by-page list of mistakes, out-of-character acts and big holes, with a score out of 100
  • What the story is about and the scenes to add, sharpen or cut

  11 core methods and your task brief.

  Hire an AI manuscript revision planner

• Marketing & growth

  Task follow-up and voice editor

  Share due tasks, related threads, the date window and approved voice notes. You get a draft record, edited messages and missing facts.

  • One follow-up draft per due task, with To, CC, subject, body, task ID and thread ID
  • A draft ledger with each draft's version, state and message ID

  6 core methods and your task brief.

  Hire an AI task follow-up and voice editor

• Data & research

  Decision knowledge and advice reviewer

  Give it what you are about to do and the field it sits in. You get a map of what you know, half know and don't, with the edge named.

  • A map of what you know, half know and don't, with the edge named
  • Six hard questions, your answers marked real, partial or only talk, and the gaps as questions

  8 core methods and your task brief.

  Hire an AI decision knowledge and advice reviewer

• Other specialists

  Expert and beginner writing editor

  Define what experts and newcomers need, draft and trim the piece, then use real feedback from both to plan changes.

  • A brief naming both audiences, the two ways to fail and a promise to each
  • A fit plan for the person who delivers it

  10 core methods and your task brief.

  Hire an AI expert and beginner writing editor

• Data & research

  Department budget difference and options review

  Check actual spend against the budget. Trace major differences to the records and draft choices for the budget owner.

  • A variance report by line: budget, actual, gap and the evidence for each
  • A bridge from total budget to total actual, with recurring and one-off causes kept apart

  5 core methods and your task brief.

  Hire an AI department budget difference and options review

• Commerce & supply

  Warehouse stock variance reviewer

  Compare stock counts with the recorded snapshot and movements. Get explained differences, source gaps and questions for the warehouse owner.

  • A variance table: snapshot, movements, expected, counted and variance for each item
  • Each gap in a class: timing, unit, duplicate, count error or unexplained

  5 core methods and your task brief.

  Hire an AI warehouse stock variance reviewer

• Data & research

  Appointment no-show analyst

  Check booking records and the rule for no-shows. Get a table and plain summary, with reasons left unknown unless supported.

  • A reconciled attendance table with the number each rate divides by
  • A summary of 3 to 5 patterns in plain words, each with its numbers

  5 core methods and your task brief.

  Hire an AI appointment no-show analyst

• Finance & accounting

  Inventory cost and margin reviewer

  Check stock reserve changes and charges before comparing margins. Keep noncash changes separate from cash spent on inventory.

  • A FIFO comparable inventory, cost of goods sold and after-tax earnings view, if LIFO applies
  • Gross margin as reported and with inventory charges taken out, kept apart

  5 core methods and your task brief.

  Hire an AI inventory cost and margin reviewer

• Finance & accounting

  Shareholder return calculation reviewer

  Give it unadjusted share prices at the start and end dates (from exchange records or your broker). You get EPS and share counts restated to one split basis.

  • EPS and share counts restated to one split basis
  • The price change split into an earnings effect and a multiple effect, adding to the observed change

  5 core methods and your task brief.

  Hire an AI shareholder return calculation reviewer

• Customer support

  Customer booking terms explainer

  Make booking terms easier to read. Keep the actual payment, cancellation and refund rules, and show what still needs review.

  • A plain-words summary of duties, payments, cancellation, refunds and notice, with clause numbers
  • Your customer explanation rewritten to match the terms

  7 core methods and your task brief.

  Hire an AI customer booking terms explainer

• Operations & admin

  Scanned document reader and fact checker

  Read text from a scan. Check key names and numbers against the original pages and flag what is unclear.

  • The extracted text, with page numbers
  • A fact table: each fact, its value, its page and whether it was confirmed on the page

  5 core methods and your task brief.

  Hire an AI scanned document reader and fact checker

• People & training

  Failure cause and repair planner

  Plan a no-blame review, test the chain of causes against facts and assign fixes sized to the actual problem.

  • A class of failure, a trigger rule, who must attend, a moderator and ground rules
  • A chain of whys with evidence at each level and a cause you can change

  7 core methods and your task brief.

  Hire an AI failure cause and repair planner

• Finance & accounting

  Market drop response planner

  Give it what you hold, what you paid and when. You get each move sorted as business change or mood.

  • Each move sorted as business change or mood
  • Pricing kept apart from timing in every reason to act

  7 core methods and your task brief.

  Hire an AI market drop response planner

• Operations & admin

  Family care visit coordinator

  Prepare questions for a relative's care visit, record what the care team said and draft a short family handoff. You review it; nothing is sent.

  • A short card of facts, with who reported each one and what is still unconfirmed
  • A dated list of questions for the care team, grouped by priority

  7 core methods and your task brief.

  Hire an AI family care visit coordinator

How hiring a specialist works

1. Choose a specialist and read what you give it and what you get.
2. Download the pack and give your AI access to its files.
3. Tell your AI the job and desired output; it asks only missing essentials and checks the work.

Your AI checks context and tool access, makes the work plan, carries out supported tasks and reports the real files and checks. A setup does not mean work has already run.