Source-data and methodology reconciliation
Align series IDs, frequencies, units and publication vintages.
RESEARCH PROJECT / DATA SERIES / PUBLICATION VINTAGE
AI agent for independent economic research firms
Keep the argument tied to the right data vintage.
Your AI agent reconciles data vintages, builds source-linked exhibits and coordinates the work behind client briefings.
A specialised AI agent you can ask for more. Chat here on the site.
$149.00/month, including $60.00 in monthly credits. Monthly subscription. Before tax.
Specialised AI agentYour own report presetNo connection needed to begin
Economic research publication supportSPECIALIST / 1002
YOUR SPECIALISED AI AGENT
One place for source-data and methodology reconciliation, analysis exhibits and contributor coordination, publication evidence and client follow-through.
MADE FOR YOUR WORKDAYStart with work already on your desk
Your first useful assignment.
Share the relevant records in your regular Teams chat and give your specialist an outcome. No model or tool choices to make first.
Get my AI agent →YOU COULD ASK
“Take our regional outlook through data updates, exhibit production, contributor responses and the final client briefing. Resolve conflicting vintages before publication.”
- Source-data and methodology reconciliation
- Analysis exhibits and contributor coordination
- Publication evidence and client follow-through
A useful first result
Source-data and methodology reconciliation, with the research project, data series and publication vintage linked to source evidence and the next delivery actions.
Example assignment, not a promised delivery time. Your agent works from the records and access you provide. Add connections when you want it to act in other systems.
A conversation at your desk
Take our regional outlook through data updates, exhibit production, contributor responses and the final client briefing. Resolve conflicting vintages before publication.
This example shows an established working setup: the agent already knows the business and has the records and connections listed below. Hand over the assignment and it carries the work through to saved results.
Illustrative project · configured agent at work
A configured agent with your research project, data series and publication vintage records, current commitments and the connected accounts used for analysis exhibits and contributor coordination.
- Source-data and methodology reconciliation
- Analysis exhibits and contributor coordination
- Publication evidence and client follow-through
A working specialist can handle the project, with a configured team sharing the work where available. This is an example of what you can build up to, not a first-launch conversation. Timing and usage depend on the assignment.
- You · Independent economic research firms
Take our regional outlook through data updates, exhibit production, contributor responses and the final client briefing. Resolve conflicting vintages before publication.
- Your AI agent · AI Agent Store
Two charts use pre-revision employment data and a quarterly series was compared with monthly totals. I am rebuilding those exhibits while progressing the unaffected sections.
Work in progress - You · Independent economic research firms
Keep the published methodology and label forecasts separately. Retain the retrieval date and series ID for every exhibit.
- Your AI agent · AI Agent Store
The briefing and exhibits share consistent vintages and units, contributor comments are reconciled and the source appendix makes the analysis reproducible. Remaining data gaps are explicit. Your working files and dashboard reflect the recorded outcomes.
Later · delivery and saved results
RESEARCH PROJECT / DATA SERIES / PUBLICATION VINTAGE
A working brief for your AI agent.
Retain dataset providers, series identifiers, frequency, units, release dates, revisions and analytical assumptions. Reconcile vintages, produce reproducible tables and scenarios and coordinate peer comments.
AI
Your AI agentPrepared for independent economic research firms
Economic research publication support working registerEXAMPLE, NOT LIVE ACTIVITY
An example record for research project, data series, publication vintage, research briefings delivered.
01Research project02data series03publication vintage
The useful next step
Source-data and methodology reconciliation
Align series IDs, frequencies, units and publication vintages.
The details your specialist follows
Inside the economic research publication support
Follow each research project through the working record. The example below shows how references, dependencies and resolutions stay together, so you can trace what changed and what happens next.
Keep an eye on: mixed data vintages, incompatible series frequencies and unsupported exhibit assumptions.
Illustrative working document · your records start empty
| Research project | Dependency to follow | Evidence of completion |
|---|---|---|
| 51-104 | Source-data and methodology reconciliation | Data-vintage conflicts resolved |
| 51-118 | Analysis exhibits and contributor coordination | Review comments closed |
| 51-126 | Publication evidence and client follow-through | Publication deadlines met |
Active economic research publication support records3
Research briefings delivered32 outcomes
Outcomes with supporting evidence2
Illustrative project figures. Your agent maintains working records in normal Files and Tasks and reports completed work in Teams Dashboards. Ask it to adapt those records and reports as your workflow changes.
From enquiry to a useful next step
Economic research publication support working register. Your way of working.
01
Brief and source records received
Add a job reference and the details you already know.
02
Source-data and methodology reconciliation
Research project and data series, ready to check.
03
Analysis exhibits and contributor coordination
Give your specialist the outcome and let it carry the work forward.
04
Outcome evidence verified
Keep working records in Files and Tasks.
05
Publication evidence and client follow-through
Keep the job and its next steps together.
Ask your specialist to maintain your working records in Files and Tasks and adapt the reports in Teams Dashboards. These are the regular platform tools, prepared for your business. Connections to other systems are optional.
A small tool for a real job
Research exhibits to reconcile. Before the back-and-forth.
Follow mixed data vintages, incompatible series frequencies and unsupported exhibit assumptions before they turn into another missed commitment.
Try the numbers, then bring the confirmed brief to your specialist. Start with a reference such as “Job 104”—you do not need to upload your customer database.
- Research project
- data series
- publication vintage
- Research briefings delivered
Try your own numbers
Research exhibits to reconcile
Planning arithmetic from your inputs. Your specialist can turn the confirmed details into a working brief. This is not a quote or capacity commitment.
Built around the details that matter
Source-data and methodology reconciliation. With the right questions already in mind.
Economic datasets and forecasts rather than competitor tracking
Analysis exhibits and contributor coordination
Rebuild affected exhibits and follow contributor comments.
Publication evidence and client follow-through
Deliver reproducible briefings with forecasts separated from observed data.
Prepared for your business
The numbers behind your economic research publication support.
Six useful measures, ready in your regular Teams dashboard. Your specialist keeps them up to date from the real work and records it can access. Ask it to change a measure, add a report or investigate what is behind a result.
Recorded cases · outcomes
Research briefings delivered
What this measures
Count one verified research project briefing outcome, identified by its stable business-record ID and completion event. Link the source evidence and retain the original completion timestamp. Duplicate updates, revisions, illustrative examples and pending or merely promised outcomes do not count. A corrected outcome replaces its prior event rather than creating another completed item.
Recorded cases · outcomes
Data-vintage conflicts resolved
What this measures
Count one verified data vintage discrepancy outcome, identified by its stable business-record ID and completion event. Link the source evidence and retain the original completion timestamp. Duplicate updates, revisions, illustrative examples and pending or merely promised outcomes do not count. A corrected outcome replaces its prior event rather than creating another completed item.
Recorded cases · outcomes
Review comments closed
What this measures
Count one verified research review comment outcome, identified by its stable business-record ID and completion event. Link the source evidence and retain the original completion timestamp. Duplicate updates, revisions, illustrative examples and pending or merely promised outcomes do not count. A corrected outcome replaces its prior event rather than creating another completed item.
Average · hours
Complete source dataset to briefing delivery
What this measures
Elapsed hours from complete dataset receipt to briefing delivery. Use the actual start and end timestamps for the same business record, store the calculated duration once with source references and exclude pending cases, missing timestamps, reversed intervals and illustrative examples. Do not infer elapsed time from a current status or sum repeated snapshots.
Observed rate · %
Publication deadlines met
What this measures
Population: published research outputs, each with a stable record ID and an actual completed assessment. Numerator: on_time; denominator: on_time plus late from the same assessed population. Classify each outcome once; exclude pending or unknown cases, unassessed records and illustrative examples. Compare actual completion with the original agreed deadline; retain its timezone and do not move the deadline to improve the result. Corrections replace the original event instead of counting twice.
Observed rate · %
Published exhibits with reproducible source references
What this measures
Population: assessed exhibit reproducibility checks, each with a stable record ID and an actual completed assessment. Numerator: met; denominator: met plus not_met from the same assessed population. Classify each outcome once; exclude pending or unknown cases, unassessed records and illustrative examples. Apply the recorded requirement checklist or acceptance criteria; preserve failures as well as passes and link the supporting evidence. Corrections replace the original event instead of counting twice.
Your reports start empty. Figures reflect observed work in the selected period; missing records are not treated as measured zeroes. Current jobs, schedules and stock stay in your working files and tasks. You and your agent can adapt the dashboard as your business changes.
Keep the tools that already work
Specialised in your trade. Open to your next idea.
Your AI agent starts with the details of your business already in mind. The three workflows are starting points. Ask it for help with another task in the same conversation.
An AI agent prepared for your business
The starting instructions, intake questions and working rules already match independent economic research firms. Add your service list and one example of your tone when you are ready.
Give your agent the whole job
Give your agent an outcome, the access it needs and your budget. It handles routine decisions and follows through in your connected tools, asking when a missing business decision needs you. Set or change your own boundaries whenever you want.
Ask beyond the starting workflows
Ask your economic research publication support to investigate recurring exceptions, compare suppliers, improve customer communications or take on another business assignment in the same workspace. Give your agent another task in plain language. What it can carry out depends on the tools you connect and the access you choose.
Recommended starting plan
Your AI agent for independent economic research firms.
Begin with one specialist and a report preset for your business. After setup, your regular Agent Teams conversation opens. No tool selection before your first conversation.
$149.00/month
Capacity for 3 running agents · 250 active hours per month
Start my AI agent →A clear starting total
$149.00 before tax today and monthly, including $60.00 in Platform Credits after the first payment and each paid renewal.
Unused credits roll over. AI usage draws from your balance; additional credits are available when needed. $0.15 applies per active hour beyond the included allowance. Optional voice and other services cost extra.
Hosting availability is checked before payment. Create your account, confirm your monthly subscription, then start chatting when your specialist is ready. Your instructions and dashboard are prepared automatically after payment.
Automatic top-ups start off. Buy credits manually or set automatic top-ups and spending limits in your account. Keep the full Teams controls for models, connections and supported settings.
Before you begin
An AI agent for independent economic research firms.
Can it update a report without mixing revised and unrevised figures?
Yes. The workflow retains series IDs, release vintages, frequencies and units, then reconciles the comparisons and rebuilds affected exhibits with their source trail.
Is this only for the three tasks shown?
No. This is an AI agent specialised for independent economic research firms, with three prepared workflows to get you started. You can ask for writing, research, planning, analysis or another task in the same chat. It can make routine decisions and carry the work through using available tools. You set its boundaries; it asks when a real business decision or missing access needs you.
What happens after I subscribe?
After payment, we prepare your AI agent for independent economic research firms, its workflows and your economic research publication support working register dashboard. Your regular Agent Teams chat opens when setup is ready. Files, Tasks, settings and billing work the same as for other customers. Reports start empty and count actual reported work; the examples above are illustrative.
Do I need to connect email or messaging?
No. Prepare your first brief and draft here. Connect external channels later when you want the specialist to work there.
Does this replace my existing business software?
Use it alongside your current tools for preparing work and organising jobs. Live stock, availability, sending and payment records require a verified connection or your own confirmation.
Choosing for a different business?
Compare the working records and business types each specialist is prepared for.
Explore AI agents for professional & client services →