For NGO & Development Organisations

More programme
delivery.
Far less
admin overhead.

Powered by Freya, your autonomous programme intelligence AI.

Antarious AI automates M&E reporting, field data aggregation from partner organisations, beneficiary tracking, and donor compliance — giving your programme officers back the time to do the work that actually matters in the field.

65%
Reporting time saved
90%
Less data aggregation
Wk 3
Anomalies flagged vs Wk 13
Institutional memory
FREYA — PROGRAMME OPERATIONS
ACTIVE
F
Freya
RUNNING · 7 AGENTS ACTIVE
Monitoring all partner org submissions · Real-time
Aggregating Q2 field data from partner organisations… |
All 280 partner submissions consolidated automatically
4 min ✓
Beneficiary data deduplicated — 12 duplicates removed
Auto ✓
Donor quarterly report drafted from live data
4 min ✓
Generating partner performance rankings for review…
● Now
Compliance evidence portfolio — compile before review
Queued
⚠️
Freya Alert · 3h ago
3 partner organisations are 18%+ behind Q2 targets. Corrective action memos drafted — pending your approval.
20,482
Beneficiaries
4 min
Report Time
280
Partners
Designed to work with development sector data systems
Where Development Organisations Lose Time

Your data exists. Your intelligence
doesn't reach the right people.

Development organisations don't have a data problem. They have a data-access and task-automation problem. The intelligence to make better decisions already exists in your systems — what's missing is the layer that connects it to the people who need it, automatically and in real time.

📋
2–3 days
Per quarterly donor report
Manual data lookup, formatting compliance checks, narrative writing, multi-level review — all done manually, every quarter.
📂
3–5 hrs
Per week, per officer
Consolidating partner submissions from hundreds of organisations in different formats, Excel files, and email attachments.
📅
Week 13
When anomalies are found
Partner underperformance identified at quarterly reviews — 6–10 weeks after onset. DLI milestones already at risk by then.
🧩
40–60%
Officer time lost to admin
Strategic work — field visits, partner capacity building, programme design — is systematically deprioritised because of routine tasks.
🔀
Institutional knowledge lost
Programme knowledge lives in individuals. Every staff transition erodes context. New officers repeat the same mistakes.
📊
45 min
To answer one programme question
Pulling data from multiple spreadsheets to answer a simple performance question from leadership or a donor.
Before & After Antarious AI

The same work. A completely
different outcome.

Freya doesn't change what your programme officers are responsible for. It changes how much time and mental energy each task requires.

Without Antarious AI
Programme officer spends 2–3 days writing donor report from scratch, manually pulling data from multiple sources
3–5 hours every week consolidating partner data from hundreds of different sources in different formats
Partner performance anomalies detected at quarter-end reviews — 10 weeks after the problem began
Institutional knowledge lives in individuals — erodes with every staff transition or role change
45 minutes to answer "How is the programme performing this quarter?" from multiple spreadsheets
Beneficiary dropout reasons unknown in real time — identified retrospectively in annual reviews
With Antarious AI
M&E Report Agent drafts the full donor report in 4 minutes. Officer reviews and approves in 30 minutes. Done.
Field Data Analyst consolidates all partner submissions automatically. Real-time dashboard updated continuously. Zero manual aggregation.
Partner Performance Monitor flags anomalies in week 3 — corrective action taken 7 weeks earlier than before.
All decisions stored in institutional memory — accessible to every officer, indefinitely, regardless of staff changes.
Type the question — get a cited, analysed answer in under 10 seconds with data sources shown.
Beneficiary Analytics Agent surfaces dropout patterns in real time — intervention possible within the same quarter.
65%
Time recovered for strategy
90%
Less data aggregation
Week 3
Anomaly detection vs Wk 13
Institutional memory retained
Use Cases by Role

Built for every programme function.

Freya adapts to the real work inside development organisations — from M&E and field operations to donor communications and credit-linked programmes.

Leadership visibility.
No more manual briefing assembly.

Freya prepares live programme briefings for directors and heads of programme — surfacing partner risk, donor deadlines, beneficiary trends, and intervention options in one operating view.

8 sec
To answer any programme query
Week 3
Risk surfaced vs quarter-end
Institutional context retained
1
Morning programme brief compiled from live field data, partner performance, and donor priorities.
2
Leadership questions answered from approved context with sources shown clearly.
3
Intervention memos prepared before underperformance reaches quarterly review stage.
antarious.app / programme-leadership
LIVE
F
Freya: refreshing leadership programme brief…
PARTNERS AT RISK
3
Corrective memos ready
DONOR BRIEF STATUS
READY
Awaiting director review
⚠️
FREYA ALERT
3 partner organisations are behind target — intervention path drafted for approval.
280 partners monitored · donor brief ready · leadership context synced

M&E reporting without the quarterly scramble.
Structured, sourced, and review-ready.

Freya drafts donor-format reports from live programme data, validates submissions, and assembles indicator narratives so officers spend less time formatting and more time interpreting what matters.

4 min
To draft donor report
0
Manual consolidation needed
Multi-source
Validation layer
1
Partner submissions are ingested from spreadsheets, portals, and field systems.
2
Freya validates indicators, flags issues, and drafts the full donor narrative.
3
Officer reviews, adjusts, and approves before sharing externally.
antarious.app / me-reporting
LIVE
F
M&E Report Generator: drafting quarterly donor update…
Submission completeness check passed for 274 partners
Narrative sections generated for outcomes, risks, and exceptions
Evidence links attached for donor review and internal sign-off

Field teams get back into the field.
Less admin, faster intervention.

Freya handles the repetitive coordination layer — consolidating partner data, spotting anomalies early, and preparing action notes — so field and programme teams can focus on partner support and delivery quality.

3–5 hrs
Saved weekly per officer
Week 3
Early anomaly signal
Real-time
Beneficiary visibility
1
Freya consolidates incoming field submissions without manual copying or formatting.
2
Beneficiary and partner anomalies are surfaced before they turn into quarter-end surprises.
3
Field officers receive a prepared view of where intervention is actually needed.
antarious.app / field-ops
LIVE
F
Freya: refreshing field intervention map…
Region 2 stable — all partner submissions on schedule
Region 3 dropout pattern requires immediate field follow-up
Partner visit brief compiled with beneficiary notes and risk markers

Credit-linked programmes become
smarter, fairer, and faster.

The Psychometric Profiling Agent helps microfinance and credit-linked NGOs assess applicants even when formal credit history is missing — producing more confident lending decisions with stronger human review.

7
Psychometric dimensions
No bureau
History required
Human
Approval always retained
1
Applicants complete a structured assessment in local language on a smartphone.
2
Freya scores entrepreneurial, financial, and behavioural indicators against portfolio context.
3
Loan recommendation, tenure, and risk flags are prepared for officer review.
antarious.app / psychometric-profiling
LIVE
F
Psychometric Profiling: 48 assessments processed today…
ASSESSMENT SCORE
82/100
Recommended for review
RECOMMENDED TENURE
12 mo
Officer decision pending
Freya recommends moderate loan exposure with phased repayment based on behavioural profile and portfolio fit.
The Antarious AI Principle

Freya doesn't replace your team.
It amplifies their impact.

Programme officers should be in the field, building partner capacity, and designing better programmes. Freya handles everything that doesn't need a human. Your team gets back to everything that does.

👤
Your Programme Team
Strategic judgement, relationships, field expertise, accountability
Programme strategy & design
Partner relationship management
Field visits & community engagement
Donor relationship & negotiation
Impact decisions & approvals
+
F
Freya AI Agent
Data aggregation, report drafting, monitoring, alerting — 24/7, zero errors
Partner data aggregation & validation
M&E report generation from live data
Beneficiary tracking & analytics
Early warning anomaly detection
Donor compliance documentation
Human-in-the-loop — non-negotiable.
Every output Freya produces requires a human review and approval step before any action is taken. AI prepares. Humans decide and are accountable. This is built into every agent, for every output.
The 10 Programme Agents

Ten specialists built
for development organisations.

Each agent is trained for a specific programme function — sharing context, requiring human approval, and continuously improving from your organisation's data.

Agent 01 · Core Intelligence
🧠
Programme Intelligence

Answers any natural language question about your programme operations — cross-domain synthesis of partner data, beneficiary records, loans, and field reports in one cited answer. Proactive morning briefs auto-compiled daily for leadership.

Natural language queries across all data
Persistent institutional memory — never forgets
Every answer cites its data sources
Agent 02 · Reporting
📄
M&E Report Generator

Auto-drafts full donor report narratives from live MIS data — correctly structured for World Bank PDO, USAID, DFID, and other major donors. Multi-level approval workflow built in. Anomaly-flagged before external review.

Donor-format narrative generation
DLI / KPI tracking tables auto-populated
Multi-level approval: Officer → Manager → Director
Agent 03 · Monitoring
📡
Partner Performance Monitor

Real-time target vs. actual tracking for all partner organisations across all programme components. Early warning alerts when a partner falls behind — with trend indicators and draft corrective action memos routed for approval.

Continuous tracking — not quarterly reviews
Early warnings in week 3, not week 13
Contextual interpretation of seasonal patterns
Agent 04 · Data Management
🗂️
Field Data Analyst

Automatically ingests, validates, and consolidates partner submissions in any format — web portals, Excel uploads, ODK, KoBoToolbox, SurveyCTO. Flags data quality issues, prevents double-counting, and presents one real-time dashboard.

Multi-format data ingestion
Automatic validation & deduplication
Submission compliance monitoring per partner
Agent 05 · Impact Analytics
👥
Beneficiary Analytics

Tracks beneficiary journeys from enrolment through all touchpoints to final outcomes. Gender disaggregation at every geographic level. Dropout analysis in real time. Vulnerability mapping for targeted intervention planning.

Beneficiary journey tracking end-to-end
Disaggregated analysis by gender, geography
Dropout patterns surfaced in real time
Agent 06 · Finance Intelligence
💰
Loan & Portfolio Monitor

For microfinance and credit-linked programmes: real-time portfolio health dashboards — PAR30, PAR90, disbursement rate by partner. Early warning on deteriorating repayment trends. Links loan performance to programme training completion.

Real-time portfolio health: PAR30, PAR90
Disbursement tracking: actual vs. target
Outcome linkage to training completion
Agent 07 · Communications
✍️
Document Drafting Agent

Auto-drafts donor updates, board briefing documents, field visit reports, success story narratives, and partner correspondence — all structured correctly, data-sourced, and routed for review. No blank page, ever.

Donor update & programme narratives
Board & leadership briefing documents
Success stories from field data
Agent 08 · Risk & Compliance
🛡️
Compliance & Risk Sentinel

Tracks all compliance obligations across every partner — ESS standards, grievance mechanisms, fiduciary requirements, safeguarding alerts. Automatically compiles compliance evidence portfolios before donor or audit reviews.

ESS / environmental & social obligation tracking
Grievance monitoring by age, type & resolution
Audit-ready evidence portfolio auto-compiled
Agent 09 · Strategic Planning
🔮
Programme Forecasting Agent

Predicts programme trajectory — beneficiary count, KPI/DLI achievement probability, budget utilisation — with three-scenario modelling (base, optimistic, risk) and confidence intervals. Updated weekly from live data.

3-scenario trajectory models
DLI/KPI achievement probability scoring
Budget utilisation projections by component
Agent 10 · Credit Intelligence
🧪
Psychometric Profiling Agent

For microfinance and credit programmes: AI-supported creditworthiness assessment across 7 psychometric dimensions — entrepreneurial spirit, financial discipline, risk appetite, business knowledge — without requiring formal credit history.

7-dimension assessment — no credit history needed
Recommended loan amount, tenure & terms
Continuous improvement from repayment outcomes
Signature Feature

Psychometric Profiling.
How better credit decisions unlock better outcomes.

For microfinance and credit-linked development programmes, Psychometric Profiling addresses the fundamental challenge: how do you assess creditworthiness when there is no formal credit history? Antarious uses behavioural and cognitive signals to support fairer lending decisions, stronger portfolio quality, and wider access for underserved borrowers.

Three Assessment Pillars
Pillar 01
Entrepreneurial Intelligence

Problem-solving ability, adaptability, and innovative thinking. The cognitive traits that predict business resilience in challenging environments — assessed through how applicants think, not just what they know.

Pillar 02
Financial Behaviour

Savings discipline, expense management, understanding of credit obligations. Evaluates financial behaviour and discipline without requiring formal credit history or collateral documentation.

Pillar 03
Business Viability

Market awareness, customer understanding, pricing knowledge, operational planning. Tests real-world business readiness before a loan is approved — identifying applicants with genuine market viability.

The 6-Step Assessment Process
1
Digital Assessment Delivery

Applicant completes a structured assessment on any smartphone with audio support. 15–20 minutes. No facilitator required. Designed for low-literacy users in local language.

2
Multi-Dimension Scoring

AI analyses 7 psychometric dimensions simultaneously — entrepreneurial spirit, risk appetite, financial discipline, social capital, business knowledge, resilience, and motivation.

3
Portfolio Cross-Reference

Agent compares the applicant's profile against historical loan portfolio outcomes — identifying which profile types have historically performed well in similar contexts.

4
Credit Score Generation

Composite creditworthiness score with recommended loan amount, tenure, and repayment structure — tailored to the applicant's specific profile.

5
Loan Officer Review

AI output is a recommendation, not a decision. Loan officer reviews the full profile, uses AI risk flags to guide the interview, and makes the final credit decision. Human in the loop, always.

6
Outcome Learning Loop

Repayment performance feeds back to the model — every loan outcome makes the next assessment more precise. The system improves continuously as your portfolio grows.

Implementation Roadmap

From agreement to full deployment
in four phased steps.

A structured deployment approach — measurable milestones at every stage, with your team fully trained and capable of independent operation by month 7.

1
Foundation — System Setup & Integration

Dedicated Antarious AI environment provisioned — isolated, secure, configured for your programme structure. Core data integration with your existing MIS, partner data portal, and beneficiary database. Leadership training — up to 40 participants using the full system within weeks 4–6.

⏱ Weeks 1–6
2
Core Operations — M&E Automation & Field Data

M&E Report Generator activated — first donor report drafted by the system, reviewed and approved by your officers. Field Data Analyst deployed — automated partner submission processing. Beneficiary Analytics Agent configured with live dashboards. Document Drafting Agent activated for officer communications and donor updates.

⏱ Weeks 6–16
3
Financial Intelligence — Portfolio, Compliance & Profiling

Psychometric Profiling System deployed — calibrated against your portfolio history and activated for new loan applicants. Loan Portfolio Monitor connected to your lending MIS. Compliance & Risk Sentinel activated — obligation monitoring, grievance tracking, and compliance dashboards live. Role-specific training for finance and compliance officers.

⏱ Weeks 16–28
4
Full Intelligence — Forecasting & Long-Term Partnership

Programme Forecasting Agent activated — 90-day trajectory models and DLI/KPI probability scorecards live. Full system integration review — all 10 agents operating, all data streams connected. System administration training for your IT team. Monthly reviews, quarterly refreshes, annual assessments embedded in the ongoing partnership.

⏱ Month 7 onwards — Continuous
Ready to Begin

Transform your programme operations with Freya.

Purpose-built for NGO and development organisations. Not adapted from a corporate sales tool. Ready to deploy in your programme reality.