AI Copilot

Five-year strategy & visioning workspace · FY 2026-27

AI Copilot Agent Workspace

Role-aware, source-grounded copilot and specialised agents. Every response shows confidence, evidence completeness, source references, caveats and human review requirement.

Synthetic demo data

Copilot chat

Tailored to Country Director / Strategy Lead

Suggested for your role

Synthesise the five-year strategic bets and flag where evidence is still emerging before the board visioning session.

AI agents

Specialised, guard-railed agents

Strategy Synthesis Agent

Five-year visioningStrategic priorities, bets, risks, learning questions

Labels evidence strength & assumptions

Rights Convergence Agent

FHFI / village workEntitlement gaps & next government follow-up

No rights-achieved claims without evidence

MEL Quality Agent

Data reviewMissing data, outliers, confidence labels

Human MEL approval required

Donor Report Agent

BMZ/EU/SWITCH reportingDraft donor report & annex

Human approval required

Nutrition Smart Agent

NSV village digital twinVillage nutrition risk summary

Flags sensitive data handling

Partner Risk Agent

Partner managementPartner risk memo & capacity plan

Does not auto-suspend partners

Evidence Pack Agent

Reporting & commsSource-grounded evidence pack

Consent & source checks required

Storytelling Agent

Campaigns & strategy docsStrategy narrative & public story draft

Marks synthetic/demo text

Agent library

Specialised, guard-railed agents — click Run agent to open the workspace modal

Needs Assessment Agent

Available

Synthesizes deprivation patterns and suggests first 90-day interventions.

Inputs: Needs Assessment StudioReviewer: MEL LeadConfidence: 87%Freshness: FY26

Sample prompt: Run on high-risk clusters

Theory of Change and Logframe Agent

Available

Turns needs and evidence into outcomes indicators assumptions and risks.

Inputs: Strategy LabReviewer: Strategy LeadConfidence: 84%Freshness: FY26

Sample prompt: Generate ToC draft

KPI Trend and Contribution Agent

Available

Compares frontline trends with baseline and flags contribution confidence.

Inputs: KPI Longitudinal ViewReviewer: MEL LeadConfidence: 86%Freshness: FY26

Sample prompt: Explain KPI change

Midline Adaptation Agent

Available

Converts midline signals into adaptive management options.

Inputs: Decision LogReviewer: Programme DirectorConfidence: 80%Freshness: FY26

Sample prompt: Prepare midline review

Map Intelligence Agent

Available

Finds overlaps between vulnerability evidence gaps and partner coverage.

Inputs: Systems MapReviewer: Strategy LeadConfidence: 82%Freshness: FY26

Sample prompt: Run map hotspot analysis

Communications and Storytelling Agent

Available

Creates narratives only from approved evidence and consent-reviewed assets.

Inputs: Communications HubReviewer: Comms LeadConfidence: 78%Freshness: FY26

Sample prompt: Draft evidence-backed story

Donor Report Agent

Available

Builds donor narrative from KPI evidence finance risks and adaptation actions.

Inputs: Donor ReportsReviewer: Donor Reporting LeadConfidence: 88%Freshness: FY26

Sample prompt: Generate BMZ report preview

Baseline Data Quality Agent

Available

Specialised guard-railed agent. Output requires human review before external use.

Programme Lifecycle Agent

Available

Specialised guard-railed agent. Output requires human review before external use.

Frontline Monitoring Agent

Available

Specialised guard-railed agent. Output requires human review before external use.

Endline Evaluation Agent

Available

Specialised guard-railed agent. Output requires human review before external use.

Rights Convergence Agent

Available

Specialised guard-railed agent. Output requires human review before external use.

Evidence Gap Agent

Available

Specialised guard-railed agent. Output requires human review before external use.

Partner Capacity Agent

Available

Specialised guard-railed agent. Output requires human review before external use.

Run history

Recent agent runs with outputs and review status

Explain diet diversity changeCompleted84%
Identify rights convergence gapsCompleted86%
Draft Jal Saheli government noteNeeds review79%
Create five-year learning questionsCompleted87%